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Huang Y, Li R, Zhu W, Zhao J, Wang H, Zhang Z, Lin H, Li W, Li Z. Development of a fluorescent multiplexed lateral flow immunoassay for the simultaneous detection of crustacean allergen tropomyosin, sarcoplasmic calcium binding protein and egg allergen ovalbumin in different matrices and commercial foods. Food Chem 2024; 440:138275. [PMID: 38150909 DOI: 10.1016/j.foodchem.2023.138275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/17/2023] [Accepted: 12/22/2023] [Indexed: 12/29/2023]
Abstract
A quantum dot (QD) based multiplexed lateral flow immunoassay (xLFIA) for the simultaneous detection of egg allergen ovalbumin, crustacean allergen tropomyosin (TM) and sarcoplasmic calcium binding protein (SCP) was developed in this study. QD-labeled rabbit anti-ovalbumin, SCP and TM antibodies were applied as fluorescent detection probes. The chromatography system was optimized to reduce the mutual interference of different test lines. Visual and instrumental detection limits of the xLFIA were 0.1 and 0.05 μg/mL for SCP, both 0.05 μg/mL for ovalbumin and both 0.5 μg/mL for TM. As low as 0.10 % crab powder, 0.01 % egg white powder and 0.05 % shrimp powder could be detected in all three model foods using xLFIA. Besides, the xLFIA detection results of 23 of 28 commercial foods were consistent with ingredient labels. These findings indicate that the developed xLFIA is a practical tool for point-of-care detection of egg and crustacean allergens in processed and commercial foods.
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Affiliation(s)
- Yuhao Huang
- College of Food Science and Engineering, Ocean University of China, No.1299, Sansha Road, Qingdao, Shandong Province 266404, PR China
| | - Ranran Li
- College of Food Science and Engineering, Ocean University of China, No.1299, Sansha Road, Qingdao, Shandong Province 266404, PR China
| | - Wenye Zhu
- College of Food Science and Engineering, Ocean University of China, No.1299, Sansha Road, Qingdao, Shandong Province 266404, PR China
| | - Jinlong Zhao
- College of Food Science and Engineering, Ocean University of China, No.1299, Sansha Road, Qingdao, Shandong Province 266404, PR China
| | - Hao Wang
- College of Food Science and Engineering, Ocean University of China, No.1299, Sansha Road, Qingdao, Shandong Province 266404, PR China
| | - Ziye Zhang
- College of Food Science and Engineering, Ocean University of China, No.1299, Sansha Road, Qingdao, Shandong Province 266404, PR China
| | - Hong Lin
- College of Food Science and Engineering, Ocean University of China, No.1299, Sansha Road, Qingdao, Shandong Province 266404, PR China
| | - Wenjie Li
- Clinical Laboratory, Qingdao Women & Children Hospital, No.6, Tongfu Road, Qingdao, Shandong Province 266034, PR China.
| | - Zhenxing Li
- College of Food Science and Engineering, Ocean University of China, No.1299, Sansha Road, Qingdao, Shandong Province 266404, PR China.
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Zhang Y, Li W, Wu Y, Tian X, Li G, Zhou Y, Sun J, Liao X, Liu Y, Wang Y, Yu Y. Chitosan oligosaccharide accelerates the dissemination of antibiotic resistance genes through promoting conjugative plasmid transfer. J Hazard Mater 2024; 469:133922. [PMID: 38442604 DOI: 10.1016/j.jhazmat.2024.133922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 02/22/2024] [Accepted: 02/27/2024] [Indexed: 03/07/2024]
Abstract
The dissemination of antibiotic resistance genes (ARGs), especially via plasmid-mediated horizontal gene transfer, poses a pervasive threat to global health. Chitosan-oligosaccharide (COS) is extensively utilized in medicine, plant and animal husbandry. However, their impact on microflora implies the potential to exert selective pressure on plasmid transfer. To explore the role of COS in facilitating the dissemination of ARGs via plasmid conjugation, we established in vitro mating models. The addition of COS to conjugation mixtures significantly enhanced the transfer of RP4 plasmid and mcr-1 positive IncX4 plasmid in both intra- and inter-specific. Phenotypic and transcriptome analysis revealed that COS enhanced intercellular contact by neutralizing cell surface charge and increasing cell surface hydrophobicity. Additionally, COS increased membrane permeability by inhibiting the Tol-Pal system, thereby facilitating plasmid conjugative transfer. Furthermore, COS served as the carbon source and was metabolized by E. coli, providing energy for plasmid conjugation through regulating the expression of ATPase and global repressor factor-related genes in RP4 plasmid. Overall, these findings improve our awareness of the potential risks associated with the presence of COS and the spread of bacterial antibiotic resistance, emphasizing the need to establish guidelines for the prudent use of COS and its discharge into the environment.
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Affiliation(s)
- Yan Zhang
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
| | - Wenjie Li
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
| | - Yashuang Wu
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
| | - Xiaomin Tian
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
| | - Gong Li
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China
| | - Yufeng Zhou
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China; Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Jian Sun
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China; Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Xiaoping Liao
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China; Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China
| | - Yahong Liu
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China; Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China; Jiangsu Co-Innovation Center for the Prevention and Control of Important Animal Infectious Diseases and Zoonoses, Yangzhou University, Yangzhou, China
| | - Yang Wang
- National Key Laboratory of Veterinary Public Health and Safety, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Yang Yu
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou, China; Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, China.
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Li W, Wang W. Unraveling the genetic associations between PD-1/PD-L1 and 13 circulating biomarkers linked to physiological and pathological processes. Clin Transl Oncol 2024; 26:1157-1169. [PMID: 37971626 DOI: 10.1007/s12094-023-03333-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 10/06/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Evidence of the genetic interconnectedness between PD-1/PD-L1 and circulating biomarkers related to physiological and pathological processes is largely unclear. Understanding these genetic links is crucial for gaining insights into the underlying mechanisms and potential implications in cancer immunotherapy. METHODS To shed light on potential roles of 90 circulating biomarkers in PD-1/PD-L1, we conducted a comprehensive Mendelian randomization (MR) analysis, leveraging genetic data from large-scale genome-wide association studies. RESULTS Our results revealed negative associations between EN-RAGE and TRAIL-R2 with PD-1 levels. Additionally, we observed that PD-1 levels were positively associated with TRAIL, VEGF, and ANPEP, indicating their potential role in PD-1 upregulation. Furthermore, our analysis revealed causal associations between several circulating proteins and PD-L1 levels. Thrombomodulin, PSGL-1, TNFSF14, renin, follistatin, β-NGF, KLK6, and MMP-7 demonstrated significant effects on PD-L1 regulation, suggesting their potential inhibitory role in immune checkpoint regulation. Eventually, we confirmed the potential roles of key genes involved in above circulating proteins in influencing the response to immunotherapy. CONCLUSIONS Our findings provide valuable evidence of the genetic interconnectedness between PD-1/PD-L1 and circulating proteins related to physiological and pathological processes, shedding light on their potential roles in disease progression and therapeutic interventions.
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Affiliation(s)
- Wenjie Li
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Wei Wang
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China.
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Wang C, Pei J, Li H, Zhu X, Zhang Y, Wang Y, Li W, Wang Z, Liu K, Du B, Jiang J, Zhao D. Mechanisms on salt tolerant of Paenibacillus polymyxa SC2 and its growth-promoting effects on maize seedlings under saline conditions. Microbiol Res 2024; 282:127639. [PMID: 38354626 DOI: 10.1016/j.micres.2024.127639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 02/05/2024] [Accepted: 02/05/2024] [Indexed: 02/16/2024]
Abstract
Soil salinity negatively affects microbial communities, soil fertility, and agricultural productivity and has become a major agricultural problem worldwide. Plant growth-promoting rhizobacteria (PGPR) with salt tolerance can benefit plant growth under saline conditions and diminish the negative effects of salt stress on plants. In this study, we aimed to understand the salt-tolerance mechanism of Paenibacillus polymyxa at the genetic and metabolic levels and elucidate the mechanism of strain SC2 in promoting maize growth under saline conditions. Under salt stress, we found that strain SC2 promoted maize seedling growth, which was accompanied by a significant upregulation of genes encoding for the biosynthesis of peptidoglycan, polysaccharide, and fatty acid, the metabolism of purine and pyrimidine, and the transport of osmoprotectants such as trehalose, glycine betaine, and K+ in strain SC2. To further enhance the salt resistance of strain SC2, three mutants (SC2-11, SC2-13, and SC2-14) with higher capacities for salt resistance and exopolysaccharide synthesis were obtained via atmospheric and room-temperature plasma mutagenesis. In saline-alkaline soil, the mutants showed better promoting effect on maize seedlings than wild-type SC2. The fresh weight of maize seedlings was increased by 68.10% after treatment with SC2-11 compared with that of the control group. The transcriptome analysis of maize roots demonstrated that SC2 and SC2-11 could induce the upregulation of genes related to the plant hormone signal transduction, starch and sucrose metabolism, reactive oxygen species scavenging, and auxin and ethylene signaling under saline-alkaline stress. In addition, various transcription factors, such as zinc finger proteins, ethylene-responsive-element-binding protein, WRKY, myeloblastosis proteins, basic helix-loop-helix proteins, and NAC proteins, were up-regulated in response to abiotic stress. Moreover, the microbial community composition of maize rhizosphere soil after inoculating with strain SC2 was varied from the one after inoculating with mutant SC2-11. Our results provide new insights into the various genes involved in the salt resistance of strain SC2 and a theoretical basis for utilizing P. polymyxa in saline-alkaline environments.
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Affiliation(s)
- Chengqiang Wang
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China.
| | - Jian Pei
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China
| | - Hui Li
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China
| | - Xiuling Zhu
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China
| | - Yanan Zhang
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China
| | - Yanjun Wang
- Institute of Wetland Agriculture and Ecology, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Wenjie Li
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China
| | - Zhongyue Wang
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China
| | - Kai Liu
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China
| | - Binghai Du
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China
| | - Juquan Jiang
- Department of Microbiology and Biotechnology, College of Life Sciences, Northeast Agricultural University, Harbin 150030, China.
| | - Dongying Zhao
- College of Life Sciences, Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land, Shandong Key Laboratory of Agricultural Microbiology, National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai'an 271018, China; College of Life Sciences, Dezhou University, Dezhou 253023, China.
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Li W, Kalan ME, Kondracki AJ, Gautam P, Jebai R, Osibogun O. Longitudinal impact of perceived harm and addiction on e-cigarette initiation among tobacco-naïve youth: Population Assessment of Tobacco and Health study (Waves 1-5). Public Health 2024; 230:52-58. [PMID: 38507916 PMCID: PMC11025441 DOI: 10.1016/j.puhe.2024.02.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 02/11/2024] [Accepted: 02/20/2024] [Indexed: 03/22/2024]
Abstract
OBJECTIVES This study investigates the effect of e-cigarette-related harm and addiction perceptions on e-cigarette initiation among US tobacco-naïve adolescents. STUDY DESIGN This is a longitudinal study. METHODS Using data from five waves (2013-2019) of the Population Assessment of Tobacco and Health Study, we created a longitudinal data set for 2775 youth aged 12-17 years who had no prior use of tobacco products at Wave 1. E-cigarette initiation was defined as transitioning from non-use at Wave 1 to ever use in subsequent waves. Kaplan-Meier survival and Cox proportional hazard regression models were used to assess the impact of harm and addiction perceptions on e-cigarette initiation. RESULTS Our analytic sample comprised 63.1% of youth who had never used tobacco products at Wave 1 and consequently initiated e-cigarette use in subsequent waves. Over time, fewer individuals perceived e-cigarettes as harmless (14.1%-2.1%), whereas more perceived them as likely to cause addiction (53.7%-76.6%). Compared with perceiving e-cigarettes as a lot of harm, those perceiving some harm (adjusted hazard ratio [aHR] = 1.30, 95% confidence interval [CI]: 1.12-1.52), little harm (aHR = 1.42, 95% CI: 1.20-1.68), or no harm (aHR = 2.09, 95% CI: 1.64-2.65) were more likely to initiate e-cigarette use. Demographic factors for initiation included being Black or Hispanic ethnicity (vs White), younger age (12-14 vs15-17 years), and receiving over $20 per week (vs $0) in pocket money, with P-values <0.05. However, in adjusted results, addiction perceptions did not significantly impact e-cigarette initiation (P-values >0.05). CONCLUSIONS Among youth without prior tobacco/nicotine use, perceiving e-cigarettes as having low harm significantly predicted initiation over time. Effective prevention strategies, including targeted risk communication interventions, are essential for discouraging e-cigarette use among youth.
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Affiliation(s)
- W Li
- Department of Psychiatry, School of Medicine, Yale University, New Haven, CT, USA.
| | - M E Kalan
- School of Health Professionals, Eastern Virginia Medical School, Norfolk, VA, USA
| | - A J Kondracki
- Department of Community Medicine, Mercer University School of Medicine, Savannah, GA, USA
| | - P Gautam
- Texas State Board of Pharmacy, Austin, TX, USA
| | - R Jebai
- Department of Health Law, Policy, and Management, School of Public Health, Boston University, MA, USA
| | - O Osibogun
- Department of Epidemiology, Robert Stempel College of Public Health, Florida International University, Miami, FL, USA
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Li W, Wang W. Causal modulation of lipid metabolism may shape the inflammatory microenvironment and potentially augment immunotherapy: a comprehensive genetic landscape revealed by Mendelian randomization analysis. Int Immunol 2024; 36:291-302. [PMID: 38451254 DOI: 10.1093/intimm/dxae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 03/05/2024] [Indexed: 03/08/2024] Open
Abstract
Previous observational and experimental studies have suggested a relationship between statin treatments and the augmentation of immunotherapy effects; however, the causal role of statin usage in promoting antitumor immunity remains largely unexplored. Utilizing large-scale genome-wide association studies, we conducted a Mendelian Randomization (MR) analysis to examine the association between genetically proxied inhibition of the gene for 3-hydroxy-3-methylglutaryl coenzyme A reductase (HMGCR), a specific target of statins, and 524 immunotherapy-related profiles, encompassing immune cells, inflammatory cytokines, immune checkpoints, and gut microbiota. Our findings indicated a suggestive association between statin therapy and proinflammatory as well as antitumor effects; notably, inhibition of HMGCR demonstrated a robust link with increased susceptibility of various immune cell types, including basophil cells, white blood cells, eosinophil cells, neutrophil cells, activated CD8+ T cells, dendritic cells, and natural killer cells; furthermore, a causal relationship was observed between statin use and a decrease in terminal CD8+ T cells, granulocytes, monocytes, and myeloid-derived suppressor cells; genetically proxied statin usage was also significantly associated with elevated levels of proinflammatory cytokines and immunotherapy-related gut microbiota; importantly, the potential inhibition of HMGCR in influencing the response to immunotherapy was confirmed in the real-world cohorts. This study provides novel insights into the regulatory role of HMGCR inhibition in antitumor immunity, suggesting that strategies targeting HMGCR or lipid regulation may hold therapeutic potential for enhancing the efficacy of immunotherapy.
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Affiliation(s)
- Wenjie Li
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, China
| | - Wei Wang
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, China
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Zeng B, Shen Q, Wang B, Tang X, Jiang J, Zheng Y, Huang H, Zhuo W, Wang W, Gao Y, Li X, Wang S, Li W, Qian G, Qin J, Hou M, Lv H. Spexin ameliorated obesity-related metabolic disorders through promoting white adipose browning mediated by JAK2-STAT3 pathway. Nutr Metab (Lond) 2024; 21:22. [PMID: 38658956 PMCID: PMC11040786 DOI: 10.1186/s12986-024-00790-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 03/13/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Spexin, a 14 amino acid peptide, has been reported to regulate obesity and its associated complications. However, little is known about the underlying molecular mechanism. Therefore, this study aimed to investigate the effects of spexin on obesity and explore the detailed molecular mechanisms in vivo and in vitro. METHODS Male C57BL/6J mice were fed a high-fat diet (HFD) for 12 weeks to induce obesity, and mice fed a standard fat diet were used as controls. Then, these mice were treated with SPX or Vehicle by intraperitoneal injection for an additional 12 weeks, respectively. The metabolic profile, fat-browning specific markers and mitochondrial contents were detected. In vitro, 3T3-L1 cells were used to investigate the molecular mechanisms. RESULTS After 12 weeks of treatment, SPX significantly decreased body weight, serum lipid levels, and improved insulin sensitivity in HFD-induced obese mice. Moreover, SPX was found to promote oxygen consumption in HFD mice, and it increased mitochondrial content as well as the expression of brown-specific markers in white adipose tissue (WAT) of HFD mice. These results were consistent with the increase in mitochondrial content and the expression of brown-specific markers in 3T3-L1 mature adipocytes. Of note, the spexin-mediated beneficial pro-browning actions were abolished by the JAK2/STAT3 pathway antagonists in mature 3T3-L1 cells. CONCLUSIONS These data indicate that spexin ameliorates obesity-induced metabolic disorders by improving WAT browning via activation of the JAK2/STAT3 signaling pathway. Therefore, SPX may serve as a new therapeutic candidate for treating obesity.
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Affiliation(s)
- Bihe Zeng
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
- Department of Pediatrics, Affiliated Huai'an Hospital of Xuzhou Medical University, 223002, Huai'an, China
| | - Qin Shen
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Bo Wang
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Xuan Tang
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Jiaqi Jiang
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Yiming Zheng
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Hongbiao Huang
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Wenyu Zhuo
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Wang Wang
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Yang Gao
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Xuan Li
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Shuhui Wang
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Wenjie Li
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Guanghui Qian
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Jie Qin
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China
| | - Miao Hou
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China.
| | - Haitao Lv
- Department of Cardiology, Children's Hospital of Soochow University, 215025, Suzhou, China.
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Zhou Z, You S, Sakamoto Y, Xu Y, Ding S, Xu W, Li W, Yu J, Wang Y, Harris K, Delcourt C, Reeves MJ, Lindley RI, Parsons MW, Woodward M, Anderson C, Du X, Pu J, Wardlaw JM, Carcel C. Covert Cerebrovascular Changes in People With Heart Disease: A Systematic Review and Meta-Analysis. Neurology 2024; 102:e209204. [PMID: 38531010 DOI: 10.1212/wnl.0000000000209204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 12/18/2023] [Indexed: 03/28/2024] Open
Abstract
BACKGROUND AND OBJECTIVES To determine the prevalence of silent brain infarction (SBI) and cerebral small vessel disease (CSVD) in adults with atrial fibrillation (AF), coronary artery disease, heart failure or cardiomyopathy, heart valve disease, and patent foramen ovale (PFO), with comparisons between those with and without recent stroke and an exploration of associations between heart disease and SBI/CSVD. METHODS Medline, Embase, and Cochrane Library were systematically searched for hospital-based or community-based studies reporting SBI/CSVD in people with heart disease. Data were extracted from eligible studies. Outcomes were SBI (primary) and individual CSVD subtypes. Summary prevalence (95% confidence intervals [CIs]) were obtained using random-effects meta-analysis. Pooled prevalence ratios (PRs) (95% CI) were calculated to compare those with heart disease with available control participants without heart disease from studies. RESULTS A total of 221 observational studies were included. In those with AF, the prevalence was 36% (31%-41%) for SBI (70 studies, N = 13,589), 25% (19%-31%) for lacune (26 studies, N = 7,172), 62% (49%-74%) for white matter hyperintensity/hypoattenuation (WMH) (34 studies, N = 7,229), and 27% (24%-30%) for microbleed (44 studies, N = 13,654). Stratification by studies where participants with recent stroke were recruited identified no differences in the prevalence of SBI across subgroups (phomogeneity = 0.495). Results were comparable across participants with different heart diseases except for those with PFO, in whom there was a lower prevalence of SBI [21% (13%-30%), 11 studies, N = 1,053] and CSVD. Meta-regressions after pooling those with any heart disease identified associations of increased (study level) age and hypertensives with more SBIs and WMH (pregression <0.05). There was no evidence of a difference in the prevalence of microbleed between those with and without heart disease (PR [95% CI] 1.1 [0.7-1.7]), but a difference was seen in the prevalence of SBI and WMH (PR [95% CI] 2.3 [1.6-3.1] and 1.7 [1.1-2.6], respectively). DISCUSSION People with heart disease have a high prevalence of SBI (and CSVD), which is similar in those with vs without recent stroke. More research is required to assess causal links and implications for management. TRIAL REGISTRATION INFORMATION PROSPERO CRD42022378272 (crd.york.ac.uk/PROSPERO/).
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Affiliation(s)
- Zien Zhou
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Shoujiang You
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Yuki Sakamoto
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Ying Xu
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Song Ding
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Wenyi Xu
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Wenjie Li
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Jie Yu
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Yanan Wang
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Katie Harris
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Candice Delcourt
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Mathew J Reeves
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Richard I Lindley
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Mark W Parsons
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Mark Woodward
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Craig Anderson
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Xin Du
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Jun Pu
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Joanna M Wardlaw
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
| | - Cheryl Carcel
- From the The George Institute for Global Health (Z.Z., S.Y., Y.S., Y.X., J.Y., Y.W., K.H., C.D., M.W., C.A., C.C.), Faculty of Medicine, University of New South Wales, Sydney, Australia; Department of Neurology and Clinical Research Center of Neurological Disease (S.Y.), The Second Affiliated Hospital of Soochow University, Suzhou, PR China; Department of Neurological Science (Y.S.), Graduate School of Medicine, Nippon Medical School, Tokyo, Japan; Centre for Health Systems and Safety Research (Y.X.), Australian Institute of Health Innovation, Macquarie University, Sydney, Australia; Department of Cardiology (S.D., W.X., J.P.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University; Department of Cardiology (W.L., X.D.), Beijing Anzhen Hospital, Capital Medical University; Department of Cardiology (J.Y.), Peking University Third Hospital, Beijing; Department of Neurology (Y.W.), West China Hospital, Sichuan University, Chengdu, PR China; Department of Clinical Medicine (C.D.), Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia; Department of Epidemiology and Biostatistics (M.J.R.), College of Human Medicine, Michigan State University, East Lansing; The George Institute for Global Health and University of Sydney (R.I.L.); South Western Clinical School (M.W.P.), University of New South Wales, Sydney, Australia; The George Institute for Global Health (M.W.), School of Public Health, Imperial College London, United Kingdom; Department of Neurology (C.A., C.C.), Royal Prince Alfred Hospital, Sydney Health Partners, Australia; Edinburgh Imaging and Centre for Clinical Brain Sciences (J.M.W.); and UK Dementia Research Institute (J.M.W.), University of Edinburgh, United Kingdom
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Qiu L, Ren Y, Li J, Li M, Li W, Qin L, Zhang J, Gao F. The correlation of obesity status with serum 25-hydroxyvitamin D in US Asian adults: NHANES 2011-2018. PLoS One 2024; 19:e0301327. [PMID: 38626143 PMCID: PMC11020701 DOI: 10.1371/journal.pone.0301327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 03/14/2024] [Indexed: 04/18/2024] Open
Abstract
BACKGROUND There is a correlation between obesity and 25-hydroxyvitamin D (25OHD) that tends to be negative. However, this relationship varies among different races. In this study, Asian adults with and without obesity were compared in terms of their levels of 25OHD. METHODS We carried out a cross-sectional analysis on 2664 non-Hispanic Asian adults who participated in the National Health and Nutrition Examination Survey (NHANES) conducted between 2011 and 2018. To examine the connection between obese status, body mass index (BMI), waist circumference (WC) and weight, and 25OHD, we ran multivariate linear regression models and multivariate logistic regression models. RESULTS After adjusting for all confounding factors, obesity status shows a significant positive correlation with vitamin D deficiency (model 3: OR = 2.318, 95% CI:1.317, 4.082). This positive correlation remains significant in males (males: OR = 2.713, 95% CI: -13.398, 5.217). In all three models, a negative association was observed between obesity status and 25OHD (model 1: β = -4.535, 95% CI: -6.987, -2.083; model 2 β = -4.249, 95% CI: -6.549, -2.039; model 3 β = -1.734, 95% CI: -7.285, 3.816). After controlling for covariates, there was a significant negative correlation between WC and 25OHD when stratified by gender and obesity status in both males with and without obesity (males with obesity: β = -1.461, 95% CI: -2.485, -0.436; males without obesity: β = -0.855. 95% CI: -1.499, -0.210). In males with obesity, there was a very strong positive connection between body weight and 25OHD (β = 0.912, 95% CI: 0.227, 1.597). In addition, neither gender's obese individuals showed a significant link between BMI and 25OHD. CONCLUSION This study demonstrated a positive correlation between obesity and vitamin D deficiency and a negative correlation between obesity and 25OHD in Asian American adults. Additionally, among male obese individuals, there was a significant negative correlation between WC and 25OHD, an observation that needs to be validated in further prospective studies.
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Affiliation(s)
- Linjie Qiu
- Prevention and Treatment Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Yan Ren
- Prevention and Treatment Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Jixin Li
- Prevention and Treatment Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Meijie Li
- Prevention and Treatment Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Wenjie Li
- Graduate school, Shanxi University of Chinese Medicine, Shanxi, China
| | - Lingli Qin
- Prevention and Treatment Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Jin Zhang
- Prevention and Treatment Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Feng Gao
- Prevention and Treatment Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
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Wang X, Huang C, Li W, Hong Y. Focus on pemphigus treatment publications: A bibliometric and visual analysis (1992-2022). Heliyon 2024; 10:e28462. [PMID: 38590872 PMCID: PMC10999929 DOI: 10.1016/j.heliyon.2024.e28462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 03/19/2024] [Accepted: 03/19/2024] [Indexed: 04/10/2024] Open
Abstract
Pemphigus is a chronic recurrent disease in dermatology. Although it is not very common, its treatment has been an increasing concern in recent years because it is difficult and long-lasting. At present, there are many papers on pemphigus treatment, and to better understand the research trends and research frontiers of pemphigus treatment, it is necessary to conduct a comprehensive systematic review and analysis. We combined bibliometric and visualization methods to analyze 1365 papers published in the Web of Science database from 1992 to 2022, including basic information about countries, institutions and authors, to gain a general understanding of the treatment of pemphigus. Among them, the United States is the country with the most output, Iran's Tehran University of Medical Sciences is the institution with the most published works, and Ahmed, A. Razzaque of Tufts University is the most influential scholar. In addition, we also learned about the research hotspots and frontiers of pemphigus treatment through a series of analyses on the frequency, clustering, keywords bursts and cited literature, and we briefly reviewed the highly cited literature. We found that the current research focuses in the study of pemphigus treatment are the types, pathogenesis, and treatment of pemphigus, including glucocorticoids, immunosuppressants and many other major treatment methods. Hailey-Hailey disease, genetic susceptibility, and traditional Chinese medicine are potential research hotspots. Rituximab is a research frontier. In conclusion, we hope to provide new research ideas for promoting the development of pemphigus treatment.
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Affiliation(s)
- Xiujing Wang
- Yueyang Hospital of Integrated Traditional Chinese and Western Medicine. Shanghai University of Traditional Chinese Medicine, China
| | - Chaohong Huang
- Putuo Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, China
| | - Wenjie Li
- Shanghai Innovation Center of TCM Health Service, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yanlong Hong
- Shanghai Innovation Center of TCM Health Service, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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11
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Xie Q, Wang L, Yang S, Yang W, Hu J, Li W, Zhang X, Chen Z. Building adjustment capacity to cope with running water in cultured grass carp through flow stimulation conditions. Sci Rep 2024; 14:8618. [PMID: 38616216 PMCID: PMC11016539 DOI: 10.1038/s41598-024-59270-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 04/09/2024] [Indexed: 04/16/2024] Open
Abstract
The adaptability of cultured fish to complex flow conditions is crucial for their survival after being released into the wild. Running water in natural environments poses significant challenges for the proliferation and release of cultured fish. This study aimed to investigate the effects of flow stimulation on the adjustment capacity of cultured fish to cope with running water. The target fish were cultured grass carp. An annular flume was used to conduct tests on training and control groups. The results demonstrated an enhancement in the adjustment capacity of cultured fish following appropriate flow stimulation training. (1) The trained fish exhibited a heightened preference for low-velocity areas. (2) The trained fish displayed the ability to select a route characterized by low energy consumption, predominantly following the periphery of the low-velocity area. This suggested that an appropriate flow velocity could improve the sensitivity of training fish to water flow information, and their adjustment capacity to cope with running water improved to a certain extent. A higher adjustment capacity allowed them to process flow rate information rapidly and identify a migration strategy with lower energy consumption. This study provides a useful reference for enhancing the survival rate of grass carp through stock enhancement initiatives and contributes to the sustainability of freshwater ecosystems.
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Affiliation(s)
- Qingrong Xie
- National Inland Waterway Regulation Engineering Research Center, Chongqing Jiaotong University, Xufudadao 66, Chongqing, 400074, China
| | - Li Wang
- National Inland Waterway Regulation Engineering Research Center, Chongqing Jiaotong University, Xufudadao 66, Chongqing, 400074, China.
| | - Shengfa Yang
- National Inland Waterway Regulation Engineering Research Center, Chongqing Jiaotong University, Xufudadao 66, Chongqing, 400074, China.
| | - Wei Yang
- National Inland Waterway Regulation Engineering Research Center, Chongqing Jiaotong University, Xufudadao 66, Chongqing, 400074, China
| | - Jiang Hu
- National Inland Waterway Regulation Engineering Research Center, Chongqing Jiaotong University, Xufudadao 66, Chongqing, 400074, China
| | - Wenjie Li
- National Inland Waterway Regulation Engineering Research Center, Chongqing Jiaotong University, Xufudadao 66, Chongqing, 400074, China
| | - Xianbing Zhang
- National Inland Waterway Regulation Engineering Research Center, Chongqing Jiaotong University, Xufudadao 66, Chongqing, 400074, China
| | - Ziwei Chen
- National Inland Waterway Regulation Engineering Research Center, Chongqing Jiaotong University, Xufudadao 66, Chongqing, 400074, China
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12
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Wang D, Li W, Zhou M, Ma J, Guo Y, Yuan J, He M, Zhang X, Chen W. Association of the triglyceride-glucose index variability with blood pressure and hypertension: a cohort study. QJM 2024; 117:277-282. [PMID: 37950450 DOI: 10.1093/qjmed/hcad252] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 10/16/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Several studies have indicated that the triglyceride-glucose index (TyG) index is associated with hypertension; however, evidence on the association of change in the TyG index with blood pressure and hypertension is limited. AIMS To assess the association of the TyG index with blood pressure and hypertension. DESIGN A cohort study. METHODS We included 17 977 individuals with a mean age of 60.5 years from the Dongfeng-Tongji cohort. The TyG index was calculated as ln [fasting triglyceride (mg/dl)×fasting glucose (mg/dl)/2]. Hypertension was defined as blood pressure ≥140/90 mmHg, self-reported current use of antihypertensive medication or self-reported physician diagnosis of hypertension. RESULTS In the longitudinal analyses, we found a linear dose-response relationship between changes in the TyG index and change in blood pressure. Each one-unit change in the TyG index was associated with a 1.93 (1.23-2.63) mmHg increase in systolic blood pressure (SBP) and a 1.78 (1.42-2.16) mmHg increase in diastolic blood pressure (DBP). During a median follow-up of 9.37 years, a total of 3594 individuals were newly diagnosed with hypertension. We also found a linear dose-response relationship between the TyG index and the incidence of hypertension. The hazard ratio (HR) of hypertension for each one-unit increase in the TyG index was 1.21 (1.13-1.29). In addition, the best cut-off point of TyG for predicting hypertension was 8.4797, with sensitivity, and specificity of 57.85% and 55.40%, respectively. CONCLUSIONS The TyG index had a positive dose-response relationship with blood pressure and could be used to predict the risk of hypertension.
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Affiliation(s)
- D Wang
- Department of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - W Li
- Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, 999077, China
| | - M Zhou
- Department of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - J Ma
- Department of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Y Guo
- Department of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - J Yuan
- Department of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - M He
- Department of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - X Zhang
- Department of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - W Chen
- Department of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
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Zhou D, Liu H, Wang J, Li Y, Wang N, Li W. Elucidating the enhanced role of carbonate radical in propranolol degradation by UV/peroxymonosulfate system. Chemosphere 2024; 357:141985. [PMID: 38614404 DOI: 10.1016/j.chemosphere.2024.141985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 03/18/2024] [Accepted: 04/10/2024] [Indexed: 04/15/2024]
Abstract
Carbonate radical (CO3•-) has been proved to be an important secondary radical in advanced oxidation processes due to various radical reactions involved HCO3-/CO32-. However, the roles and contributions of CO3•- in organic micropollutant degradation have not been explored systematically. Here, we quantified the impact of CO3•- on the degradation kinetics of propranolol, a representative pollutant in the UV/peroxymonosulfate (PMS) system, by constructing a steady-state radical model. Substantially, the measured values were coincident with the predictive values, and the contributions of CO3•- on propranolol degradation were the water matrix-dependent. Propranolol degradation increased by 130% in UV/PMS system containing 10 mM HCO3-, and the contribution of CO3•- was as high as 58%. Relatively high pH values are beneficial for propranolol degradation in pure water containing HCO3-, and the contributions of CO3•- also enhanced, while an inverse phenomenon was shown for the effects of propranolol concentrations. Dissolved organic matter exhibited significant scavenging effects on HO•, SO4•-, and CO3•-, substantially retarding the elimination process. The developed model successfully predicted oxidation degradation kinetics of propranolol in actual sewage, and CO3•- contribution was up to 93%, which in indicative of the important role of CO3•- in organic micropollutant removal via AOPs treatment.
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Affiliation(s)
- Die Zhou
- Faculty of Environmental Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan, 650500, China.
| | - Huaying Liu
- Faculty of Chemical Engineering, Kunming University of Science and Technology, Kunming, Yunnan, 650500, China.
| | - Jin Wang
- Faculty of Environmental Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan, 650500, China.
| | - Yingjie Li
- Faculty of Environmental Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan, 650500, China.
| | - Nian Wang
- Faculty of Environmental Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan, 650500, China.
| | - Wenjie Li
- Faculty of Environmental Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan, 650500, China.
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Li W, Li H, Sun X, Kang H, An S, Wang G, Gao Z. Self-supervised contrastive learning for EEG-based cross-subject motor imagery recognition. J Neural Eng 2024; 21:026038. [PMID: 38565100 DOI: 10.1088/1741-2552/ad3986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 03/20/2024] [Indexed: 04/04/2024]
Abstract
Objective. The extensive application of electroencephalography (EEG) in brain-computer interfaces (BCIs) can be attributed to its non-invasive nature and capability to offer high-resolution data. The acquisition of EEG signals is a straightforward process, but the datasets associated with these signals frequently exhibit data scarcity and require substantial resources for proper labeling. Furthermore, there is a significant limitation in the generalization performance of EEG models due to the substantial inter-individual variability observed in EEG signals.Approach. To address these issues, we propose a novel self-supervised contrastive learning framework for decoding motor imagery (MI) signals in cross-subject scenarios. Specifically, we design an encoder combining convolutional neural network and attention mechanism. In the contrastive learning training stage, the network undergoes training with the pretext task of data augmentation to minimize the distance between pairs of homologous transformations while simultaneously maximizing the distance between pairs of heterologous transformations. It enhances the amount of data utilized for training and improves the network's ability to extract deep features from original signals without relying on the true labels of the data.Main results. To evaluate our framework's efficacy, we conduct extensive experiments on three public MI datasets: BCI IV IIa, BCI IV IIb, and HGD datasets. The proposed method achieves cross-subject classification accuracies of 67.32%, 82.34%, and 81.13%on the three datasets, demonstrating superior performance compared to existing methods.Significance. Therefore, this method has great promise for improving the performance of cross-subject transfer learning in MI-based BCI systems.
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Affiliation(s)
- Wenjie Li
- Tianjin International Engineering Institute, Tianjin University, Tianjin 300072, People's Republic of China
| | - Haoyu Li
- School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, People's Republic of China
| | - Xinlin Sun
- School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, People's Republic of China
| | - Huicong Kang
- Department of Neurology, Shanxi Bethune Hospital, Shanxi Academy of Medical Science, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan 030000, People's Republic of China
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, People's Republic of China
| | - Shan An
- JD Health International Inc., Beijing 100176, People's Republic of China
| | - Guoxin Wang
- JD Health International Inc., Beijing 100176, People's Republic of China
| | - Zhongke Gao
- School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, People's Republic of China
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15
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Chen B, Wang C, Li W. Serum albumin levels and risk of atrial fibrillation: a Mendelian randomization study. Front Cardiovasc Med 2024; 11:1385223. [PMID: 38655495 PMCID: PMC11035896 DOI: 10.3389/fcvm.2024.1385223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 03/26/2024] [Indexed: 04/26/2024] Open
Abstract
Objective Although several observational studies have linked serum albumin to cardiovascular disease and considered it as an important biomarker, little is known about whether increasing or maintaining serum albumin levels can effectively improve the prognosis of patients with atrial fibrillation. Therefore, this study aims to further explore the causal relationship between serum albumin and atrial fibrillation and its potential mechanism. Method Using data from large-scale genome-wide association studies, we conducted a two-sample Mendelian randomization (MR) analysis and a mediation MR analysis, using serum albumin as the exposure variable and atrial fibrillation as the outcome variable. We included 486 serum metabolites as potential mediating factors. To increase the robustness of the analysis, we applied five statistical methods, including inverse variance weighted, weighted median, MR-Egger, simple mode, and weighted mode. Validate the MR results using Bayesian weighted Mendelian randomization method. Result The results of the MR analysis indicate a significant inverse association between genetically predicted serum albumin concentration (g/L) and the risk of atrial fibrillation (Beta = -0.172, OR = 0.842, 95% CI: 0.753-0.941, p = 0.002). Further mediation MR analysis revealed that serum albumin may mediate the causal relationship with atrial fibrillation by affecting two serum metabolites, docosatrienoate and oleate/vaccenate, and the mediating effect was significant. In addition, all our instrumental variables showed no heterogeneity and level-multiplicity in the MR analysis. To verify the stability of the results, we also conducted a sensitivity analysis using the leave-one-out method, and the results further confirmed that our findings were robust and reliable. Finally, we conducted a validation using the Bayesian weighted Mendelian randomization method, which demonstrated the reliability of our causal inference results. Conclusion This study strongly demonstrates the causal relationship between serum albumin and reduced risk of atrial fibrillation through genetic methods, and reveals the key mediating role of two serum metabolites in this relationship. These findings not only provide a new perspective for our understanding of the role of serum albumin in atrial fibrillation, but also provide new ideas for the prevention and treatment strategies of atrial fibrillation.
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Affiliation(s)
- Bohang Chen
- The First Clinical Medical College, Liaoning University of Traditional Chinese Medicine, Shenyang, Liaoning, China
| | - Chuqiao Wang
- The First Clinical Medical College, Liaoning University of Traditional Chinese Medicine, Shenyang, Liaoning, China
| | - Wenjie Li
- Department of Cardiovascular Medicine, Affiliated Hospital of Liaoning University of Traditional Chinese Medicine, Shenyang, Liaoning, China
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Liu Z, Guo T, Li W, Zhang Q, Cheng B, Correia J. Fatigue Behavior and Fracture Surface Analysis of Corroded High-Strength Bridge Cable Wires. Materials (Basel) 2024; 17:1724. [PMID: 38673082 DOI: 10.3390/ma17081724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 03/28/2024] [Accepted: 04/05/2024] [Indexed: 04/28/2024]
Abstract
Bridge cable wires suffer from alternating stress and environmental erosion, leading to premature failure prior to its design life. This paper investigates the fatigue and mechanical behaviors of corroded bridge cable wires with a zinc-aluminum (Zn-Al) alloy coating. Based on the salt spray corrosion test and microstructure analysis, the anti-corrosion resistance and corrosion appearance characteristics of the Zn-Al alloy coating and galvanized coating were investigated. The Zn-Al alloy coating was superior in resistance to corrosion fatigue for the improvement in toughness and the generation of anti-corrosion Zn-Al and Fe-Zn-Al phases. Equations of the accelerated corrosion depth of the steel wires had been regressed to roughly estimate the corrosion life of the Zn-Al alloy coating, which can reach 29.1 years with a thickness of 70 μm. The fatigue and mechanical properties of the bare wires after the salt spray test were further studied based on tensile tests and fatigue tests. The fatigue properties of the bridge cable wire would decrease with the corrosion degree due to the deterioration and embrittlement of materials, where ductility characterized by the elongation rate was the most affected. Fracture surfaces of the wires were captured and analyzed based on a method for recognizing graphical contours. Insufficient fatigue life may occur in the steel wires after corrosion and increase with the degree of corrosion. The pit depth logarithmically weakened the fatigue life of steel wires for the weakening of fatigue toughness and the bearing area. The flat fracture was more common with a single fatigue source, while multiple fatigue sources led to step-like fractures for the generation of multiple dispersed crack propagation regions. Corrosion fatigue was more sensitive to the existence of fatigue sources than the reduction. Multiple initiation sources significantly reduced the fatigue life due to the cracking facilitation of the joint effect of multiple pits. The electrochemical reactions of corrosion can lead to material embrittlement and a reducing effect on the fracture toughness of the steel wires.
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Affiliation(s)
- Zhongxiang Liu
- School of Transportation, Southeast University, Nanjing 210096, China
| | - Tong Guo
- Key Laboratory of Concrete and Prestressed Concrete Structures, Ministry of Education, Southeast University, Nanjing 210096, China
| | - Wenjie Li
- Academician Office, CCCC Highway Bridges National Engineering Research Centre Co., Ltd., Beijing 100088, China
| | - Qinghua Zhang
- Department of Bridge Engineering, Southwest Jiaotong University, Chengdu 610031, China
| | - Bin Cheng
- State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - José Correia
- CONSTRUCT, Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal
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17
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Mu F, Li W. Enhancing Narrative Commonsense Reasoning With Multilevel Causal Knowledge. IEEE Trans Neural Netw Learn Syst 2024; PP:1-13. [PMID: 38587956 DOI: 10.1109/tnnls.2024.3380851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/10/2024]
Abstract
Narratives is an account of the unfolding of events, along with explanations of how and why these processes and events came to be. To understand narratives, causality has been proven to be especially useful. Causality manifests itself primarily at both the event and sentence levels, offering essential insights into understanding narratives. However, previous works utilize either sentence-level or event-level causalities. In this article, we devise a two-stage approach to fully exploit both levels of causal relationships. In the first stage, by devising posttraining tasks, we inject sentence-level causalities into pretrained language models (PLMs). The causal-enhanced PLMs, which carry sentence-level causalities, can be transferred to downstream tasks. In the second stage, we utilize event causalities to further refine narrative commonsense reasoning. But, the event sparsity problem brings about the difficulty to learn event representations and capture useful causal semantics. To alleviate this problem, we break down events into multiple word components, enabling the retrieval of word-word relations between these components. And it is possible to alleviate the event sparsity problem since word-word relations capture the interplays between event components. Based on the event-level causalities and the word-level relations, we construct the hierarchical knowledge graph (KG) as knowledge ground. A KG-based reasoning process is then employed for narrative commonsense reasoning. Experimental results affirm the effectiveness of our framework.
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18
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Lyu J, Jiang W, Xiong Q, Li W, Li M, Hu Y, Jia D, Gao W, Mu H, Ma Z. The change of intimate relationship between people with Alzheimer's disease and their adult child caregivers: An interpretative phenomenological analysis. Dementia (London) 2024:14713012241245482. [PMID: 38575523 DOI: 10.1177/14713012241245482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/06/2024]
Abstract
This study aims to explore the change of intimate relationship between people with Alzheimer's disease and their adult child caregivers as the disease progresses. Twelve adult child caregivers were recruited through purposive sampling. Explanatory phenomenological analysis was conducted to analyse data collected by semi-structured in-depth interviews. This study found a dynamically changing relationship between adult child caregivers and their parents with Alzheimer's disease during care giving that evolved with the progress of the disease. The relationship was the most intimate in the middle stage of the disease for most caregivers and a new reciprocal relationship developed due to caregiving. Caregivers experienced different degrees of self-growth when providing care, though caregiver burdens were common. The positive experience and perception of caregivers were important for improving the quality of life for adult child caregivers of people with Alzheimer's disease.
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Affiliation(s)
- Jihui Lyu
- Centre for Cognitive Disorders, Beijing Geriatric Hospital, China
| | - Wenjing Jiang
- Centre for Cognitive Disorders, Beijing Geriatric Hospital, China
| | - Qian Xiong
- Centre for Ageing Research (C4AR), Division of Health Research, Faculty of Health and Medicine, Lancaster University, UK
| | - Wenjie Li
- Centre for Cognitive Disorders, Beijing Geriatric Hospital, China
| | - Mo Li
- Centre for Cognitive Disorders, Beijing Geriatric Hospital, China
| | - Yueqing Hu
- Centre for Cognitive Disorders, Beijing Geriatric Hospital, China
| | - Dongmei Jia
- Centre for Cognitive Disorders, Beijing Geriatric Hospital, China
| | - Wenchao Gao
- Centre for Cognitive Disorders, Beijing Geriatric Hospital, China
| | - Haiyan Mu
- Centre for Cognitive Disorders, Beijing Geriatric Hospital, China
| | - Zongjuan Ma
- Centre for Cognitive Disorders, Beijing Geriatric Hospital, China
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19
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Zou M, Bhatia A, Dong H, Jayaprakash P, Guo J, Sahu D, Hou Y, Tsen F, Tong C, O'Brien K, Situ AJ, Schmidt T, Chen M, Ying Q, Ulmer TS, Woodley DT, Li W. Correction: Evolutionarily conserved dual lysine motif determines the non-chaperone function of secreted Hsp90alpha in tumour progression. Oncogene 2024:10.1038/s41388-024-03017-0. [PMID: 38575761 DOI: 10.1038/s41388-024-03017-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/06/2024]
Affiliation(s)
- M Zou
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
- Department of Endocrinology and Metabolism, and Department of Respiratory and Critical Care Medicine, Chronic Airways Diseases Laboratory, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - A Bhatia
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - H Dong
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
- Department of Endocrinology and Metabolism, and Department of Respiratory and Critical Care Medicine, Chronic Airways Diseases Laboratory, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - P Jayaprakash
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - J Guo
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - D Sahu
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Y Hou
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - F Tsen
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - C Tong
- Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Research and Department of Cell and Neurobiology, Los Angeles, CA, USA
| | - K O'Brien
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - A J Situ
- Department of Biochemistry and Molecular Biology and Zilkha Neurogenetic Institute University of Southern California Keck Medical Center, Los Angeles, CA, USA
| | - T Schmidt
- Department of Biochemistry and Molecular Biology and Zilkha Neurogenetic Institute University of Southern California Keck Medical Center, Los Angeles, CA, USA
| | - M Chen
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
- Department of Medical Research, Greater Los Angeles Veterans Affairs Heath Care System, Los Angeles, CA, USA
| | - Q Ying
- Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Research and Department of Cell and Neurobiology, Los Angeles, CA, USA
| | - T S Ulmer
- Department of Biochemistry and Molecular Biology and Zilkha Neurogenetic Institute University of Southern California Keck Medical Center, Los Angeles, CA, USA
| | - D T Woodley
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA
- Department of Medical Research, Greater Los Angeles Veterans Affairs Heath Care System, Los Angeles, CA, USA
| | - W Li
- Department of Dermatology and the Norris Comprehensive Cancer Center, Los Angeles, CA, USA.
- Department of Medical Research, Greater Los Angeles Veterans Affairs Heath Care System, Los Angeles, CA, USA.
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20
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Li W, Li W, Song Z, Gao Z, Xie K, Wang Y, Wang B, Hu J, Zhang Q, Ning C, Wang D, Fan X. Marker Density and Models to Improve the Accuracy of Genomic Selection for Growth and Slaughter Traits in Meat Rabbits. Genes (Basel) 2024; 15:454. [PMID: 38674388 DOI: 10.3390/genes15040454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 03/25/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
The selection and breeding of good meat rabbit breeds are fundamental to their industrial development, and genomic selection (GS) can employ genomic information to make up for the shortcomings of traditional phenotype-based breeding methods. For the practical implementation of GS in meat rabbit breeding, it is necessary to assess different marker densities and GS models. Here, we obtained low-coverage whole-genome sequencing (lcWGS) data from 1515 meat rabbits (including parent herd and half-sibling offspring). The specific objectives were (1) to derive a baseline for heritability estimates and genomic predictions based on randomly selected marker densities and (2) to assess the accuracy of genomic predictions for single- and multiple-trait linear mixed models. We found that a marker density of 50 K can be used as a baseline for heritability estimation and genomic prediction. For GS, the multi-trait genomic best linear unbiased prediction (GBLUP) model results in more accurate predictions for virtually all traits compared to the single-trait model, with improvements greater than 15% for all of them, which may be attributed to the use of information on genetically related traits. In addition, we discovered a positive correlation between the performance of the multi-trait GBLUP and the genetic correlation between the traits. We anticipate that this approach will provide solutions for GS, as well as optimize breeding programs, in meat rabbits.
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Affiliation(s)
- Wenjie Li
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
- Department of Animal Genetics and Breeding, University of Anhui Agricultural, Hefei 230031, China
| | - Wenqiang Li
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
| | - Zichen Song
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
| | - Zihao Gao
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
| | - Kerui Xie
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
| | - Yubing Wang
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
| | - Bo Wang
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
| | - Jiaqing Hu
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
| | - Qin Zhang
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
| | - Chao Ning
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
| | - Dan Wang
- Key Laboratory of Efficient Utilization of Non-Grain Feed Resources (Co-Construction by Ministry and Province), College of Animal Science and Veterinary Medicine, Shandong Agricultural University, Ministry of Agriculture and Rural Affairs, Taian 271000, China
| | - Xinzhong Fan
- Department of Animal Genetics and Breeding, Shandong Agricultural University, Taian 271000, China
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21
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Kong Q, Gao Q, Li W, Chen Z. The Impact of Imaging-Diagnosed Sarcopenia on Long-term Prognosis After Curative Resection for Hepatocellular Carcinoma: A Systematic Review and Meta-analysis. Acad Radiol 2024; 31:1272-1283. [PMID: 38071101 DOI: 10.1016/j.acra.2023.11.040] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 11/15/2023] [Accepted: 11/29/2023] [Indexed: 04/14/2024]
Abstract
BACKGROUND Recent research suggests that sarcopenia potentially influences the long-term postoperative prognosis of malignant tumors. Thus, the primary objective of this study was to investigate the impact of imaging-diagnosed sarcopenia on the long-term prognosis of hepatocellular carcinoma (HCC) patients after curative resection. METHODS In our approach, all studies incorporated in this study employed Cox proportional hazards models with multivariable adjusted hazard ratios. The meta-analysis was performed using R statistical software. The primary outcomes were quantified using hazard ratios (HRs) and 95% confidence intervals (CIs). RESULTS This study analyzed 30 studies, involving 7352 HCC patients after curative resection (2695 in the sarcopenia group and 4657 in the non-sarcopenia group). The meta-analysis of 28 studies indicated that patients in the sarcopenia group demonstrated notably inferior overall survival (OS) compared with the non-sarcopenia group (HR=2.20; 95% CI, 1.88-2.58; p < 0.01). Similarly, sarcopenia exhibits a significant association with poor recurrence-free survival (RFS) and disease-free survival (DFS) based on 16 and 6 studies (HR=1.50; 95% CI, 1.39-1.63; p < 0.01 and HR=1.96; 95% CI, 1.83-2.10; p < 0.01, respectively). CONCLUSION In conclusion, imaging-diagnosed sarcopenia adversely affects the long-term prognosis, including OS, RFS, and DFS, in HCC patients after curative resection. The findings hold considerable importance in guiding comprehensive healthcare procedures for HCC patients after surgery.
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Affiliation(s)
- Qingyan Kong
- Division of Hepatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, 37 Guo Xue Rd, Chengdu 610041, Sichuan Province, China
| | - Qianqian Gao
- Division of Hepatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, 37 Guo Xue Rd, Chengdu 610041, Sichuan Province, China
| | - Wenjie Li
- Division of Hepatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, 37 Guo Xue Rd, Chengdu 610041, Sichuan Province, China
| | - Zheyu Chen
- Division of Hepatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, 37 Guo Xue Rd, Chengdu 610041, Sichuan Province, China.
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22
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Li W, Wang Z, Hua C, Zhang H, Liu X, Zheng S, Lv Q, Jiang C, Dong J, Ma C, Du X. Body mass index, frailty, and outcomes in heart failure with preserved ejection fraction. ESC Heart Fail 2024; 11:709-718. [PMID: 38131256 DOI: 10.1002/ehf2.14595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 10/10/2023] [Accepted: 11/07/2023] [Indexed: 12/23/2023] Open
Abstract
AIMS Relationship between body mass index (BMI), frailty, and clinical adverse events remains unclear in patients with heart failure (HF) with preserved ejection fraction (HFpEF) in different patient populations. We aimed to compare the association of BMI, frailty, and clinical adverse events between a US cohort from the Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist (TOPCAT) study and a Chinese cohort from the Heart Failure Registry of Patient Outcomes (HERO) study. METHODS AND RESULTS We used data of 1715 participants enrolled from America in the TOPCAT study and 1487 patients with HFpEF in the Chinese registry study, the HERO. We evaluated the relationship between BMI and frailty using multivariate restricted cubic spline logistic regression. Association between frailty and BMI categories and primary outcomes including HF hospitalization, aborted sudden death, and cardiovascular death, all-cause mortality, and HF hospitalization were analysed by Cox proportional hazards models. The patients' mean age was 72 ± 11 years for both study populations, with 50% and 46% female for the TOPCAT study and the HERO study, respectively. Patients in the TOPCAT study had a higher mean BMI (33.9 vs. 24 kg/m2), with 72.3% vs. 52.9% defined as moderately to severely frail (frailty index > 0.3). In the TOPCAT study, risk of frailty rose as BMI increased, but not in the HERO study. Patients with frailty were at significant higher risk for the primary composite outcomes [hazard ratio (HR) 1.84 (95% confidence interval: 1.46-2.32)], all-cause mortality [HR 1.73 (1.34-2.25)], and HF hospitalization [HR 1.83 (1.40-2.40)] in the TOPCAT study. The corresponding numbers in the HERO study were 1.26 (1.01-1.57), 2.21 (1.45-3.35), and 1.15 (0.81-1.37), respectively. The association of frailty with clinical outcomes did not vary with BMI categories in the two studies. CONCLUSIONS BMI distribution and association between BMI and frailty risk were different between the two study populations. Frailty was associated with clinical adverse events and this association was consistent across different BMI categories in both studies.
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Affiliation(s)
- Wenjie Li
- Department of Cardiology, Anzhen Hospital, Beijing, China
| | - Zhiyan Wang
- Department of Cardiology, Anzhen Hospital, Beijing, China
| | - Chang Hua
- Department of Cardiology, Anzhen Hospital, Beijing, China
| | - Hao Zhang
- Department of Cardiology, Anzhen Hospital, Beijing, China
| | - Xinru Liu
- Department of Cardiology, Anzhen Hospital, Beijing, China
| | - Shiyue Zheng
- Department of Cardiology, Anzhen Hospital, Beijing, China
| | - Qiang Lv
- Department of Cardiology, Anzhen Hospital, Beijing, China
| | - Chao Jiang
- Department of Cardiology, Anzhen Hospital, Beijing, China
| | - Jianzeng Dong
- Department of Cardiology, Anzhen Hospital, Beijing, China
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Changsheng Ma
- Department of Cardiology, Anzhen Hospital, Beijing, China
| | - Xin Du
- Department of Cardiology, Anzhen Hospital, Beijing, China
- Heart Health Research Center (HHRC), Beijing, China
- The George Institute for Global Health (Australia), The University of New South Wales, Sydney, Australia
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23
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Chen H, Zhang Y, Miao Y, Song H, Tang L, Liu W, Li W, Miao J, Li X. Vitamin D inhibits ferroptosis and mitigates the kidney injury of prediabetic mice by activating the Klotho/p53 signaling pathway. Apoptosis 2024:10.1007/s10495-024-01955-4. [PMID: 38558206 DOI: 10.1007/s10495-024-01955-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2024] [Indexed: 04/04/2024]
Abstract
Diabetic nephropathy (DN) is a serious public health problem worldwide, and ferroptosis is deeply involved in the pathogenesis of DN. Prediabetes is a critical period in the prevention and control of diabetes and its complications, in which kidney injury occurs. This study aimed to explore whether ferroptosis would induce kidney injury in prediabetic mice, and whether vitamin D (VD) supplementation is capable of preventing kidney injury by inhibiting ferroptosis, while discussing the potential mechanisms. High-fat diet (HFD) fed KKAy mice and high glucose (HG) treated HK-2 cells were used as experimental subjects in the current study. Our results revealed that serious injury and ferroptosis take place in the kidney tissue of prediabetic mice; furthermore, VD intervention significantly improved the kidney structure and function in prediabetic mice and inhibited ferroptosis, showing ameliorated iron deposition, enhanced antioxidant capability, reduced reactive oxygen species (ROS) and lipid peroxidation accumulation. Meanwhile, VD up-regulated Klotho, solute carrier family 7 member 11 (SLC7A11) and glutathione peroxidase 4 (GPX4) expression, and down-regulated p53, transferrin receptor 1 (TFR1) and Acyl-Coenzyme A synthetase long-chain family member 4 (ACSL4) expression. Moreover, we demonstrated that HG-induced ferroptosis is antagonized by treatment of VD and knockdown of Klotho attenuates the protective effect of VD on ferroptosis in vitro. In conclusion, ferroptosis occurs in the kidney of prediabetic mice and VD owns a protective effect on prediabetic kidney injury, possibly by via the Klotho/p53 pathway, thus inhibiting hyperglycemia-induced ferroptosis.
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Affiliation(s)
- Hao Chen
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Yujing Zhang
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Yufan Miao
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Hanlu Song
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Lulu Tang
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Wenyi Liu
- President's Office, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Wenjie Li
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Jinxin Miao
- Academy of Chinese Medicine Science, Henan University of Chinese Medicine, Zhengzhou, 450046, Henan, China.
| | - Xing Li
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China.
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
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24
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Li W, Wang W. Contribution of High Body Mass Index to the Global Burden of Esophageal Cancer: A Population-Based Study from 1990 to 2019. Dig Dis Sci 2024; 69:1125-1134. [PMID: 38433126 DOI: 10.1007/s10620-024-08290-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 01/09/2024] [Indexed: 03/05/2024]
Abstract
BACKGROUND The changing patterns of obesity have had a significant impact on the epidemiology of esophageal cancer (EC). AIMS This study aimed to investigate the specific burden of EC associated with high body mass index (BMI) across different geographical and Sociodemographic Index (SDI) regions, using data from the Global Burden of Disease Study 2019. METHODS Mortality, age-standardized death rates (ASDR), and disability-adjusted life-years (DALYs) from 1990 to 2019 were analyzed for 204 countries and territories. Decomposition analysis, frontier and health inequality analyses, and age-period-cohort models were employed to examine the factors driving disease burden and to predict future trends. RESULTS High BMI contributed to 89,903.9 [95% uncertainty interval (UI): 27,878.9-171,254.6] EC-related deaths, an ASDR of 1.1 (95% UI 0.3-2.1) per 100,000 population, and 2,202,314.1 (681,901.4-4,173,080.3) DALYs in 2019. There was an increasing trend in these figures over the 29-year period. The middle SDI region (31,023.8, 95% UI 9,180.4-62,631.5) and East Asia (36,939.9, 95% UI 9,620.5-81,495) carried the highest burden of EC-related deaths. Disease burden increased across all age groups and genders globally. Population growth was a major factor driving EC deaths across all SDI quintiles. Disparities in disease burden were observed across countries at all development levels. Predictive models indicated a continued increase in EC-related deaths in the next decade. CONCLUSIONS The study provided a comprehensive understanding of the global burden of EC associated with high BMI over the past decades. Opportunities exist to reduce this burden at all SDI levels through targeted interventions and policies.
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Affiliation(s)
- Wenjie Li
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Baiyun District, Guangzhou, 510515, Guangdong, China
| | - Wei Wang
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Baiyun District, Guangzhou, 510515, Guangdong, China.
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25
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He X, Zhang X, Wu B, Deng J, Zhang Y, Zhu A, Yuan Y, Lin Y, Chen A, Feng J, Wang X, Wu S, Liu Y, Liu J, Wang Y, Li R, Liang C, Yuan Q, Liang Y, Fang Q, Xi Z, Li W, Liang L, Zhang Z, Tang H, Peng Y, Ke C, Ma X, Cai W, Pan T, Liu B, Deng K, Chen J, Zhao J, Wei X, Chen R, Zhang Y, Zhang H. The receptor binding domain of SARS-CoV-2 Omicron subvariants targets Siglec-9 to decrease its immunogenicity by preventing macrophage phagocytosis. Nat Immunol 2024; 25:622-632. [PMID: 38454157 DOI: 10.1038/s41590-024-01776-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 02/01/2024] [Indexed: 03/09/2024]
Abstract
The development of a vaccine specific to severe acute respiratory syndrome coronavirus 2 Omicron has been hampered due to its low immunogenicity. Here, using reverse mutagenesis, we found that a phenylalanine-to-serine mutation at position 375 (F375S) in the spike protein of Omicron to revert it to the sequence found in Delta and other ancestral strains significantly enhanced the immunogenicity of Omicron vaccines. Sequence FAPFFAF at position 371-377 in Omicron spike had a potent inhibitory effect on macrophage uptake of receptor-binding domain (RBD) nanoparticles or spike-pseudovirus particles containing this sequence. Omicron RBD enhanced binding to Siglec-9 on macrophages to impair phagocytosis and antigen presentation and promote immune evasion, which could be abrogated by the F375S mutation. A bivalent F375S Omicron RBD and Delta-RBD nanoparticle vaccine elicited potent and broad nAbs in mice, rabbits and rhesus macaques. Our research suggested that manipulation of the Siglec-9 pathway could be a promising approach to enhance vaccine response.
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Affiliation(s)
- Xin He
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Xiantao Zhang
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Bolin Wu
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Jieyi Deng
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Yongli Zhang
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Airu Zhu
- Guangzhou Laboratory, Bio-island, Guangzhou, China
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yaochang Yuan
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Yingtong Lin
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Achun Chen
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Jinzhu Feng
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Xiumei Wang
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Shijian Wu
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Yingying Liu
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Jie Liu
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Yalin Wang
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Rong Li
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Chaofeng Liang
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Quyu Yuan
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Yu Liang
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Qiannan Fang
- Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guanzhou, China
| | - Zhihui Xi
- Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guanzhou, China
| | - Wenjie Li
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Liting Liang
- Qianyang Biomedical Research Institute, Guangzhou, China
| | | | - Hui Tang
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Yi Peng
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Changwen Ke
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Xiancai Ma
- Guangzhou Laboratory, Bio-island, Guangzhou, China
| | - Weibin Cai
- Laboratory Animal Center, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Ting Pan
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
- Center for Infection and Immunity Study, School of Medicine, Sun Yat-sen University, Shenzhen, China
| | - Bingfeng Liu
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Kai Deng
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Jun Chen
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
- Laboratory Animal Center, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Jincun Zhao
- Guangzhou Laboratory, Bio-island, Guangzhou, China.
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.
| | - Xuepeng Wei
- Guangzhou Laboratory, Bio-island, Guangzhou, China.
| | - Ran Chen
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
| | - Yiwen Zhang
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
| | - Hui Zhang
- Institute of Human Virology, Department of Pathogen Biology and Biosecurity, and Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
- Guangzhou Laboratory, Bio-island, Guangzhou, China.
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Liu N, Saure LM, Sriramdas R, Schütt F, Wang K, Nozariasbmarz A, Zhang Y, Adelung R, Baughman RH, Priya S, Li W, Poudel B. Underwater Thermoacoustic Generation by a Hierarchical Tetrapodal Carbon Nanotube Network. ACS Nano 2024; 18:8988-8995. [PMID: 38478913 DOI: 10.1021/acsnano.3c12726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
Solid-state fabricated carbon nanotube (CNT) sheets have shown promise as thermoacoustic (TA) sound generators, emitting tunable sound waves across a broad frequency spectrum (1-105 Hz) due to their ultralow specific heat capacity. However, their applications as underwater TA sound generators are limited by the reduced mechanical strength of CNT sheets in aqueous environments. In this study, we present a mechanically robust underwater TA device constructed from a three-dimensional (3D) tetrapodal assembly of carbon nanotubes (t-CNTs). These structures feature a high porosity (>99.9%) and a double-hollowed network of well-interconnected CNTs. We systematically explore the impact of different dimensions of t-CNTs and various annealing procedures on sound generation performance. Furnace-annealed t-CNTs, in contrast to directly resistive Joule heating annealing, provide superior, continuous, and homogeneous hydrophobicity across the surface of bulk t-CNTs. As a result, the t-CNTs-based underwater TA device demonstrates stable, smooth, and broad-spectrum sound generation within the frequency range of 1 × 102 to 1 × 104 Hz, along with a weak resonance response. Furthermore, these devices exhibit enhanced and more stable sound generation performance at nonresonance frequencies compared to regular CNT-based devices. This study contributes to advancing the development of underwater TA devices with characteristics such as being nonresonant, high-performing, flexible, elastically compressible, and reliable, enabling operation across a broad frequency range.
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Affiliation(s)
- Na Liu
- Department of Materials Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Lena Marie Saure
- Functional Nanomaterials, Institute for Materials Science, Kiel University, Kaiserstrasse 2, 24143 Kiel, Germany
| | - Rammohan Sriramdas
- Department of Materials Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Department of Mechanical Engineering, Amrita Vishwa Vidyapeetham, Coimbatore Campus, Coimbatore 641112, India
| | - Fabian Schütt
- Functional Nanomaterials, Institute for Materials Science, Kiel University, Kaiserstrasse 2, 24143 Kiel, Germany
| | - Kai Wang
- Department of Materials Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Amin Nozariasbmarz
- Department of Materials Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Yu Zhang
- Department of Materials Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Rainer Adelung
- Functional Nanomaterials, Institute for Materials Science, Kiel University, Kaiserstrasse 2, 24143 Kiel, Germany
| | - Ray H Baughman
- Alan G. MacDiarmid NanoTech Institute, University of Texas at Dallas, Richardson, Texas 75083, United States
| | - Shashank Priya
- Department of Materials Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Wenjie Li
- Department of Materials Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Bed Poudel
- Department of Materials Science and Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
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Observation of WWγ Production and Search for Hγ Production in Proton-Proton Collisions at sqrt[s]=13 TeV. Phys Rev Lett 2024; 132:121901. [PMID: 38579207 DOI: 10.1103/physrevlett.132.121901] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 01/31/2024] [Indexed: 04/07/2024]
Abstract
The observation of WWγ production in proton-proton collisions at a center-of-mass energy of 13 TeV with an integrated luminosity of 138 fb^{-1} is presented. The observed (expected) significance is 5.6 (5.1) standard deviations. Events are selected by requiring exactly two leptons (one electron and one muon) of opposite charge, moderate missing transverse momentum, and a photon. The measured fiducial cross section for WWγ is 5.9±0.8(stat)±0.8(syst)±0.7(modeling) fb, in agreement with the next-to-leading order quantum chromodynamics prediction. The analysis is extended with a search for the associated production of the Higgs boson and a photon, which is generated by a coupling of the Higgs boson to light quarks. The result is used to constrain the Higgs boson couplings to light quarks.
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Affiliation(s)
| | - A Tumasyan
- Yerevan Physics Institute, Yerevan, Armenia
| | - W Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - K Damanakis
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - P S Hussain
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | - J Schieck
- Institut für Hochenergiephysik, Vienna, Austria
| | - R Schöfbeck
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Schwarz
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Sonawane
- Institut für Hochenergiephysik, Vienna, Austria
| | - S Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C-E Wulz
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | - E S Bols
- Vrije Universiteit Brussel, Brussel, Belgium
| | - J D'Hondt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Dansana
- Vrije Universiteit Brussel, Brussel, Belgium
| | - A De Moor
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Delcourt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - H El Faham
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Lowette
- Vrije Universiteit Brussel, Brussel, Belgium
| | - I Makarenko
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Müller
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | - S Tavernier
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Tytgat
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Van Putte
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Vannerom
- Vrije Universiteit Brussel, Brussel, Belgium
| | - B Clerbaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - L Favart
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - D Hohov
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - J Jaramillo
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - K Lee
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - A Malara
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - S Paredes
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Pétré
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - N Postiau
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Thomas
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | | | - P Vanlaer
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - D Dobur
- Ghent University, Ghent, Belgium
| | - Y Hong
- Ghent University, Ghent, Belgium
| | - J Knolle
- Ghent University, Ghent, Belgium
| | | | | | - C Rendón
- Ghent University, Ghent, Belgium
| | | | | | | | | | - A Benecke
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I S Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Jaffel
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sa Jain
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - J Lidrych
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P Mastrapasqua
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - T T Tran
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G A Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - E Coelho
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - C Hensel
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | | | - A Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - P Rebello Teles
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - M Soeiro
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - W L Aldá Júnior
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - W Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - E M Da Costa
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G G Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - J Martins
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - K Mota Amarilo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Vilela Pereira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C A Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - L Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E M Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P G Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S F Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - B Orzari
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L Litov
- University of Sofia, Sofia, Bulgaria
| | - B Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P Petkov
- University of Sofia, Sofia, Bulgaria
| | - A Petrov
- University of Sofia, Sofia, Bulgaria
| | - E Shumka
- University of Sofia, Sofia, Bulgaria
| | - S Keshri
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - S Thakur
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - T Cheng
- Beihang University, Beijing, China
| | - Q Guo
- Beihang University, Beijing, China
| | - T Javaid
- Beihang University, Beijing, China
| | - M Mittal
- Beihang University, Beijing, China
| | - L Yuan
- Beihang University, Beijing, China
| | - G Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - Z Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - K Yi
- Department of Physics, Tsinghua University, Beijing, China
| | - G M Chen
- Institute of High Energy Physics, Beijing, China
| | - H S Chen
- Institute of High Energy Physics, Beijing, China
| | - M Chen
- Institute of High Energy Physics, Beijing, China
| | - F Iemmi
- Institute of High Energy Physics, Beijing, China
| | - C H Jiang
- Institute of High Energy Physics, Beijing, China
| | - A Kapoor
- Institute of High Energy Physics, Beijing, China
| | - H Liao
- Institute of High Energy Physics, Beijing, China
| | - Z-A Liu
- Institute of High Energy Physics, Beijing, China
| | - F Monti
- Institute of High Energy Physics, Beijing, China
| | - M A Shahzad
- Institute of High Energy Physics, Beijing, China
| | - R Sharma
- Institute of High Energy Physics, Beijing, China
| | - J N Song
- Institute of High Energy Physics, Beijing, China
| | - J Tao
- Institute of High Energy Physics, Beijing, China
| | - C Wang
- Institute of High Energy Physics, Beijing, China
| | - J Wang
- Institute of High Energy Physics, Beijing, China
| | - Z Wang
- Institute of High Energy Physics, Beijing, China
| | - H Zhang
- Institute of High Energy Physics, Beijing, China
| | - A Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z Guan
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Lyu
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S J Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Sun
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - H Yang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Zhou
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z You
- Sun Yat-Sen University, Guangzhou, China
| | - N Lu
- University of Science and Technology of China, Hefei, China
| | - D Leggat
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - H Okawa
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Y Zhang
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Z Lin
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Lu
- Zhejiang University, Hangzhou, Zhejiang, China
| | - M Xiao
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Avila
- Universidad de Los Andes, Bogota, Colombia
| | | | - A Cabrera
- Universidad de Los Andes, Bogota, Colombia
| | - C Florez
- Universidad de Los Andes, Bogota, Colombia
| | - J Fraga
- Universidad de Los Andes, Bogota, Colombia
| | | | | | - F Ramirez
- Universidad de Antioquia, Medellin, Colombia
| | - M Rodriguez
- Universidad de Antioquia, Medellin, Colombia
| | | | - D Giljanovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - N Godinovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - D Lelas
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - A Sculac
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - M Kovac
- University of Split, Faculty of Science, Split, Croatia
| | - T Sculac
- University of Split, Faculty of Science, Split, Croatia
| | - P Bargassa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | | | - D Ferencek
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - S Mishra
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | - T Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - A Attikis
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J Mousa
- University of Cyprus, Nicosia, Cyprus
| | | | - F Ptochos
- University of Cyprus, Nicosia, Cyprus
| | - P A Razis
- University of Cyprus, Nicosia, Cyprus
| | | | - H Saka
- University of Cyprus, Nicosia, Cyprus
| | | | - M Finger
- Charles University, Prague, Czech Republic
| | - M Finger
- Charles University, Prague, Czech Republic
| | - A Kveton
- Charles University, Prague, Czech Republic
| | - E Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - A A Abdelalim
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - E Salama
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | | | - M A Mahmoud
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - R K Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - T Lange
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - S Nandan
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Nielsen
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - J Pata
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - L Tani
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - H Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - S Bharthuar
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Havukainen
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M S Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - M Lotti
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M Myllymäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - M M Rantanen
- Helsinki Institute of Physics, Helsinki, Finland
| | - H Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Tuominiemi
- Helsinki Institute of Physics, Helsinki, Finland
| | - P Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - H Petrow
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - M Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J L Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - V Lohezic
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Ö Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P Simkina
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - C Baldenegro Barrera
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Cappati
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Damas
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A De Wit
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B A Fontana Santos Alves
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - S Ghosh
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Gilbert
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B Harikrishnan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Kalipoliti
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Liu
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J Motta
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Portales
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - U Sarkar
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J B Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Tarabini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - E Vernazza
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J-L Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Apparu
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-M Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E C Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Falke
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - U Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - R Haeberle
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A-C Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - M A Sessini
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Blancon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - N Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Choi
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Dozen
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Greenberg
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Grenier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I B Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Perries
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Verdier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Xiao
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Chokheli
- Georgian Technical University, Tbilisi, Georgia
| | - I Lomidze
- Georgian Technical University, Tbilisi, Georgia
| | | | - V Botta
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - L Feld
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - K Klein
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Lipinski
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Meuser
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - A Pauls
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - N Röwert
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Teroerde
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - S Diekmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Dodonova
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - N Eich
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Eliseev
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Engelke
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Fackeldey
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - B Fischer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - K Hoepfner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Ivone
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Jung
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Y Lee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Mastrolorenzo
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Merschmeyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Meyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mukherjee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Noll
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Novak
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Nowotny
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Pozdnyakov
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - Y Rath
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - W Redjeb
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Rehm
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Reithler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - V Sarkisovi
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Schmidt
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S C Schuler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Sharma
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Stein
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - L Vigilante
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Wiedenbeck
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Zaleski
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Dziwok
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - G Flügge
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - W Haj Ahmad
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Kress
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Nowack
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Pooth
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Stahl
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Ziemons
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Zotz
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | | | | | - J Alimena
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Amoroso
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y An
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Bayatmakou
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Belvedere
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - F Blekman
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Cheng
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Colombina
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - M De Silva
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Filatov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Greau
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Guglielmi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Hinzmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Jeppe
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N Z Jomhari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - B Kaech
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Kogler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Komm
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - K Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - J Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A B Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Milella
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Mussgiller
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Nürnberg
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pérez Adán
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Ranken
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J Rübenach
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Scham
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Scheurer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Schnake
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P Schütze
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - D Selivanova
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | - D Stafford
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Vazzoler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Q Wang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Wiens
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Yang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - S Bein
- University of Hamburg, Hamburg, Germany
| | - L Benato
- University of Hamburg, Hamburg, Germany
| | | | - P Connor
- University of Hamburg, Hamburg, Germany
| | - M Eich
- University of Hamburg, Hamburg, Germany
| | | | - Y Fischer
- University of Hamburg, Hamburg, Germany
| | | | - C Garbers
- University of Hamburg, Hamburg, Germany
| | - E Garutti
- University of Hamburg, Hamburg, Germany
| | | | | | - J Haller
- University of Hamburg, Hamburg, Germany
| | | | | | - P Keicher
- University of Hamburg, Hamburg, Germany
| | - R Klanner
- University of Hamburg, Hamburg, Germany
| | - W Korcari
- University of Hamburg, Hamburg, Germany
| | - T Kramer
- University of Hamburg, Hamburg, Germany
| | - V Kutzner
- University of Hamburg, Hamburg, Germany
| | - F Labe
- University of Hamburg, Hamburg, Germany
| | - J Lange
- University of Hamburg, Hamburg, Germany
| | - A Lobanov
- University of Hamburg, Hamburg, Germany
| | | | - A Mehta
- University of Hamburg, Hamburg, Germany
| | | | | | | | - Y Nissan
- University of Hamburg, Hamburg, Germany
| | - A Paasch
- University of Hamburg, Hamburg, Germany
| | | | | | - B Raciti
- University of Hamburg, Hamburg, Germany
| | - M Rieger
- University of Hamburg, Hamburg, Germany
| | - D Savoiu
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | | | - H Stadie
- University of Hamburg, Hamburg, Germany
| | | | - A Tews
- University of Hamburg, Hamburg, Germany
| | - M Wolf
- University of Hamburg, Hamburg, Germany
| | - S Brommer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Burkart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Hofsaess
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Horzela
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Klute
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Link
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Lintuluoto
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Mormile
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Neukum
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Oh
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - B Regnery
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Shadskiy
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H J Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Trevisani
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - R F Von Cube
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wieland
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Wittig
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wunsch
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - X Zuo
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Assiouras
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Papadopoulos
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - D Karasavvas
- National and Kapodistrian University of Athens, Athens, Greece
| | - P Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Melachroinos
- National and Kapodistrian University of Athens, Athens, Greece
| | - A Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Paraskevas
- National and Kapodistrian University of Athens, Athens, Greece
| | - N Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Zisopoulos
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Bakas
- National Technical University of Athens, Athens, Greece
| | | | - G Karapostoli
- National Technical University of Athens, Athens, Greece
| | - K Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - E Siamarkou
- National Technical University of Athens, Athens, Greece
| | - G Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | - K Adamidis
- University of Ioánnina, Ioánnina, Greece
| | | | | | - C Foudas
- University of Ioánnina, Ioánnina, Greece
| | | | | | | | - P Kokkas
- University of Ioánnina, Ioánnina, Greece
| | | | - N Manthos
- University of Ioánnina, Ioánnina, Greece
| | | | | | - M Bartók
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - C Hajdu
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - D Horvath
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - F Sikler
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - V Veszpremi
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - M Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Farkas
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M M A Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - Á Kadlecsik
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A J Rádl
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G I Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Raics
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - B Ujvari
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - G Zilizi
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - G Bencze
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - S Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - T Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - F Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - T Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - J Babbar
- Panjab University, Chandigarh, India
| | - S Bansal
- Panjab University, Chandigarh, India
| | - S B Beri
- Panjab University, Chandigarh, India
| | | | | | - S Chauhan
- Panjab University, Chandigarh, India
| | - N Dhingra
- Panjab University, Chandigarh, India
| | - R Gupta
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - H Kaur
- Panjab University, Chandigarh, India
| | - M Kaur
- Panjab University, Chandigarh, India
| | - S Kumar
- Panjab University, Chandigarh, India
| | - P Kumari
- Panjab University, Chandigarh, India
| | - M Meena
- Panjab University, Chandigarh, India
| | - K Sandeep
- Panjab University, Chandigarh, India
| | | | - J B Singh
- Panjab University, Chandigarh, India
| | - A Singla
- Panjab University, Chandigarh, India
| | - A Ahmed
- University of Delhi, Delhi, India
| | | | | | | | - A Kumar
- University of Delhi, Delhi, India
| | | | - K Ranjan
- University of Delhi, Delhi, India
| | - S Saumya
- University of Delhi, Delhi, India
| | - S Acharya
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Baradia
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Barman
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | | | - D Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - M M Ameen
- Indian Institute of Technology Madras, Madras, India
| | - P K Behera
- Indian Institute of Technology Madras, Madras, India
| | - S C Behera
- Indian Institute of Technology Madras, Madras, India
| | - S Chatterjee
- Indian Institute of Technology Madras, Madras, India
| | - P Jana
- Indian Institute of Technology Madras, Madras, India
| | - P Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | | | - D Kumar
- Indian Institute of Technology Madras, Madras, India
| | - L Panwar
- Indian Institute of Technology Madras, Madras, India
| | - R Pradhan
- Indian Institute of Technology Madras, Madras, India
| | - P R Pujahari
- Indian Institute of Technology Madras, Madras, India
| | - N R Saha
- Indian Institute of Technology Madras, Madras, India
| | - A Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A K Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - S Verma
- Indian Institute of Technology Madras, Madras, India
| | - T Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - I Das
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M Kumar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G B Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - P Suryadevara
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - A Bala
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | | | - M Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - A Thachayath
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A K Das
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - C Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Maity
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - T Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - V K Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - K Naskar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Sadangi
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Saha
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S K Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S Varghese
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Vats
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Alpana
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Laha
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | | | - E Khazaie
- Isfahan University of Technology, Isfahan, Iran
| | - M Zeinali
- Isfahan University of Technology, Isfahan, Iran
| | - S Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - S M Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | | | - M Abbrescia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - R Aly
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - A Colaleo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - D Creanza
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - B D Anzi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - N De Filippis
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M De Palma
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Florio
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - W Elmetenawee
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - L Fiore
- INFN Sezione di Bari, Bari, Italy
| | - G Iaselli
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - G Maggi
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Maggi
- INFN Sezione di Bari, Bari, Italy
| | - I Margjeka
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - V Mastrapasqua
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S My
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Nuzzo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pellecchia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pompili
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Pugliese
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | | | - D Ramos
- INFN Sezione di Bari, Bari, Italy
| | | | | | - F M Simone
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | | | | | | | - A Zaza
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - C Battilana
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Bonacorsi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - R Campanini
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - P Capiluppi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A Castro
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - M Cuffiani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - T Diotalevi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Fabbri
- INFN Sezione di Bologna, Bologna, Italy
| | - A Fanfani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Fasanella
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - L Giommi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - C Grandi
- INFN Sezione di Bologna, Bologna, Italy
| | - L Guiducci
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Lo Meo
- INFN Sezione di Bologna, Bologna, Italy
| | - L Lunerti
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - G Masetti
- INFN Sezione di Bologna, Bologna, Italy
| | - F L Navarria
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - F Primavera
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A M Rossi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - T Rovelli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - G P Siroli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Costa
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - R Potenza
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - A Tricomi
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - C Tuve
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - G Bardelli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - B Camaiani
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - A Cassese
- INFN Sezione di Firenze, Firenze, Italy
| | | | - V Ciulli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - R D'Alessandro
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - E Focardi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - G Latino
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - P Lenzi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - M Lizzo
- INFN Sezione di Firenze, Firenze, Italy
| | | | | | - A Papanastassiou
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - L Viliani
- INFN Sezione di Firenze, Firenze, Italy
| | - L Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Meola
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | | | - F Ferro
- INFN Sezione di Genova, Genova, Italy
| | - E Robutti
- INFN Sezione di Genova, Genova, Italy
| | - S Tosi
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - A Benaglia
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - G Boldrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Brivio
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Cetorelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F De Guio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M E Dinardo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Dini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Gennai
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Ghezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Govoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Guzzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M T Lucchini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M Malberti
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Malvezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Massironi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - D Menasce
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - L Moroni
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M Paganoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Pedrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - S Ragazzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - N Redaelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - T Tabarelli de Fatis
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Zuolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - A Cagnotta
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Carnevali
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - N Cavallo
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A De Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Fabozzi
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A O M Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - L Lista
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | | | - B Rossi
- INFN Sezione di Napoli, Napoli, Italy
| | - C Sciacca
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - R Ardino
- INFN Sezione di Padova, Padova, Italy
| | - P Azzi
- INFN Sezione di Padova, Padova, Italy
| | | | - D Bisello
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - A Bragagnolo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Carlin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - T Dorigo
- INFN Sezione di Padova, Padova, Italy
| | - F Fanzago
- INFN Sezione di Padova, Padova, Italy
| | - F Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Gonella
- INFN Sezione di Padova, Padova, Italy
| | - G Grosso
- INFN Sezione di Padova, Padova, Italy
| | - L Layer
- INFN Sezione di Padova, Padova, Italy
| | - E Lusiani
- INFN Sezione di Padova, Padova, Italy
| | - M Margoni
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A T Meneguzzo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Migliorini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - J Pazzini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Ronchese
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Rossin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Simonetto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Strong
- INFN Sezione di Padova, Padova, Italy
| | - M Tosi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Triossi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - S Ventura
- INFN Sezione di Padova, Padova, Italy
| | - H Yarar
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Zanetti
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Zotto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Zucchetta
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - C Aimè
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - S Calzaferri
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - D Fiorina
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Montagna
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - V Re
- INFN Sezione di Pavia, Pavia, Italy
| | - C Riccardi
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - I Vai
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Vitulo
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - S Ajmal
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - P Asenov
- INFN Sezione di Perugia, Perugia, Italy
| | - G M Bilei
- INFN Sezione di Perugia, Perugia, Italy
| | - D Ciangottini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - L Fanò
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Magherini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G Mantovani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - V Mariani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | - A Piccinelli
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Presilla
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Rossi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Santocchia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - D Spiga
- INFN Sezione di Perugia, Perugia, Italy
| | - T Tedeschi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | | | - L Bianchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | | | - D Bruschini
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - M A Ciocci
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Cipriani
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - V D'Amante
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | - S Donato
- INFN Sezione di Pisa, Pisa, Italy
| | - A Giassi
- INFN Sezione di Pisa, Pisa, Italy
| | - F Ligabue
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - A Messineo
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Musich
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - F Palla
- INFN Sezione di Pisa, Pisa, Italy
| | | | - A Rizzi
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Rolandi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - T Sarkar
- INFN Sezione di Pisa, Pisa, Italy
| | | | | | - R Tenchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Tonelli
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - N Turini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | | | - P Barria
- INFN Sezione di Roma, Roma, Italy
| | - M Campana
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - L Cunqueiro Mendez
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - D Del Re
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - M Diemoz
- INFN Sezione di Roma, Roma, Italy
| | - F Errico
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - E Longo
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - J Mijuskovic
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - G Organtini
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - R Paramatti
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - C Quaranta
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - S Rahatlou
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - F Santanastasio
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - L Soffi
- INFN Sezione di Roma, Roma, Italy
| | - R Tramontano
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - N Amapane
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Arcidiacono
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - S Argiro
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Arneodo
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | | | - R Bellan
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Bellora
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - C Biino
- INFN Sezione di Torino, Torino, Italy
| | | | - M Costa
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Covarelli
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - N Demaria
- INFN Sezione di Torino, Torino, Italy
| | - L Finco
- INFN Sezione di Torino, Torino, Italy
| | - M Grippo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - B Kiani
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Legger
- INFN Sezione di Torino, Torino, Italy
| | - F Luongo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - S Maselli
- INFN Sezione di Torino, Torino, Italy
| | - A Mecca
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Migliore
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Monteno
- INFN Sezione di Torino, Torino, Italy
| | | | - M M Obertino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - G Ortona
- INFN Sezione di Torino, Torino, Italy
| | - L Pacher
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | | | - M Ruspa
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - F Siviero
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Sola
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Solano
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Soldi
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Staiano
- INFN Sezione di Torino, Torino, Italy
| | - C Tarricone
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Tornago
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Trocino
- INFN Sezione di Torino, Torino, Italy
| | - G Umoret
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Vlasov
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - V Candelise
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - M Casarsa
- INFN Sezione di Trieste, Trieste, Italy
| | | | - K De Leo
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - G Della Ricca
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - S Dogra
- Kyungpook National University, Daegu, Korea
| | - J Hong
- Kyungpook National University, Daegu, Korea
| | - C Huh
- Kyungpook National University, Daegu, Korea
| | - B Kim
- Kyungpook National University, Daegu, Korea
| | - D H Kim
- Kyungpook National University, Daegu, Korea
| | - J Kim
- Kyungpook National University, Daegu, Korea
| | - H Lee
- Kyungpook National University, Daegu, Korea
| | - S W Lee
- Kyungpook National University, Daegu, Korea
| | - C S Moon
- Kyungpook National University, Daegu, Korea
| | - Y D Oh
- Kyungpook National University, Daegu, Korea
| | - S I Pak
- Kyungpook National University, Daegu, Korea
| | - M S Ryu
- Kyungpook National University, Daegu, Korea
| | - S Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y C Yang
- Kyungpook National University, Daegu, Korea
| | - G Bak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - P Gwak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - H Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D H Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - E Asilar
- Hanyang University, Seoul, Korea
| | - D Kim
- Hanyang University, Seoul, Korea
| | - T J Kim
- Hanyang University, Seoul, Korea
| | | | - J Park
- Hanyang University, Seoul, Korea
| | - S Choi
- Korea University, Seoul, Korea
| | - S Han
- Korea University, Seoul, Korea
| | - B Hong
- Korea University, Seoul, Korea
| | - K Lee
- Korea University, Seoul, Korea
| | - K S Lee
- Korea University, Seoul, Korea
| | - S Lee
- Korea University, Seoul, Korea
| | - J Park
- Korea University, Seoul, Korea
| | | | - J Yoo
- Korea University, Seoul, Korea
| | - J Goh
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - H S Kim
- Sejong University, Seoul, Korea
| | - Y Kim
- Sejong University, Seoul, Korea
| | - S Lee
- Sejong University, Seoul, Korea
| | - J Almond
- Seoul National University, Seoul, Korea
| | - J H Bhyun
- Seoul National University, Seoul, Korea
| | - J Choi
- Seoul National University, Seoul, Korea
| | - W Jun
- Seoul National University, Seoul, Korea
| | - J Kim
- Seoul National University, Seoul, Korea
| | - J S Kim
- Seoul National University, Seoul, Korea
| | - S Ko
- Seoul National University, Seoul, Korea
| | - H Kwon
- Seoul National University, Seoul, Korea
| | - H Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - S Lee
- Seoul National University, Seoul, Korea
| | - B H Oh
- Seoul National University, Seoul, Korea
| | - S B Oh
- Seoul National University, Seoul, Korea
| | - H Seo
- Seoul National University, Seoul, Korea
| | - U K Yang
- Seoul National University, Seoul, Korea
| | - I Yoon
- Seoul National University, Seoul, Korea
| | - W Jang
- University of Seoul, Seoul, Korea
| | - D Y Kang
- University of Seoul, Seoul, Korea
| | - Y Kang
- University of Seoul, Seoul, Korea
| | - S Kim
- University of Seoul, Seoul, Korea
| | - B Ko
- University of Seoul, Seoul, Korea
| | | | - Y Lee
- University of Seoul, Seoul, Korea
| | - I C Park
- University of Seoul, Seoul, Korea
| | - Y Roh
- University of Seoul, Seoul, Korea
| | | | - S Yang
- University of Seoul, Seoul, Korea
| | - S Ha
- Yonsei University, Department of Physics, Seoul, Korea
| | - H D Yoo
- Yonsei University, Department of Physics, Seoul, Korea
| | - M Choi
- Sungkyunkwan University, Suwon, Korea
| | - M R Kim
- Sungkyunkwan University, Suwon, Korea
| | - H Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y Lee
- Sungkyunkwan University, Suwon, Korea
| | - I Yu
- Sungkyunkwan University, Suwon, Korea
| | - T Beyrouthy
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - Y Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | | | - A Gaile
- Riga Technical University, Riga, Latvia
| | - G Pikurs
- Riga Technical University, Riga, Latvia
| | | | - M Seidel
- Riga Technical University, Riga, Latvia
| | | | | | | | | | | | | | | | - I Yusuff
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J F Benitez
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | | | | | | | | | - A Sehrawat
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | - G Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - E De La Cruz-Burelo
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - R Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - A Sánchez Hernández
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | - I Bautista
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | - I Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - I Bubanja
- University of Montenegro, Podgorica, Montenegro
| | - N Raicevic
- University of Montenegro, Podgorica, Montenegro
| | - P H Butler
- University of Canterbury, Christchurch, New Zealand
| | - A Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I M Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H R Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W A Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V Avati
- AGH University of Krakow, Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - L Grzanka
- AGH University of Krakow, Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - M Malawski
- AGH University of Krakow, Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - H Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Muhammad
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Pozniak
- Warsaw University of Technology, Warsaw, Poland
| | - W Zabolotny
- Warsaw University of Technology, Warsaw, Poland
| | - M Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - D Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | | | - A Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Bozzo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - N Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - T Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - A Petrilli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Pisano
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Adzic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - P Milenovic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - M Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - V Rekovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Barrio Luna
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Cristina F Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Fernández Del Val
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J P Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M C Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J M Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M I Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C M Morcillo Perez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Perez Dengra
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D D Redondo Ferrero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Vazquez Escobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - B Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J R González Fernández
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Soto Rodríguez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Vico Villalba
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - P Vischia
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Bhowmik
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - S Blanco Fernández
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J A Brochero Cifuentes
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I J Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Fernandez Madrazo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Lasaosa García
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P Matorras Cuevas
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - E Navarrete Ramos
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Prieels
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J M Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | | | | | | | | | - K Liyanage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Perera
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Wickramage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - D Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Amendola
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Bilin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A A Bin Anuar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Brondolin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Caillol
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Chernyavskaya
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D d'Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M M Defranchis
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Forthomme
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Leutgeb
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Maier
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A C Marini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Milosevic
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Piparo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Qu
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Shchelina
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A G Stahl Leiton
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Steen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Tropea
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Walter
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Wanczyk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K A Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zehetner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zejdl
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W D Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - L Caminada
- Paul Scherrer Institut, Villigen, Switzerland
| | - A Ebrahimi
- Paul Scherrer Institut, Villigen, Switzerland
| | - W Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | - H C Kaestli
- Paul Scherrer Institut, Villigen, Switzerland
| | - D Kotlinski
- Paul Scherrer Institut, Villigen, Switzerland
| | - C Lange
- Paul Scherrer Institut, Villigen, Switzerland
| | - M Missiroli
- Paul Scherrer Institut, Villigen, Switzerland
| | - L Noehte
- Paul Scherrer Institut, Villigen, Switzerland
| | - T Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - T K Aarrestad
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Androsov
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Backhaus
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Calandri
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Cazzaniga
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Datta
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A De Cosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Dissertori
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Dittmar
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Donegà
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Eble
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Galli
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Gedia
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Glessgen
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Grab
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Hits
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W Lustermann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A-M Lyon
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R A Manzoni
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Marchegiani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - L Marchese
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Martin Perez
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Mascellani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Nessi-Tedaldi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Pauss
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Perovic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S Pigazzini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M G Ratti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Reichmann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Reissel
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Reitenspiess
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B Ristic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Riti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Ruini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D A Sanz Becerra
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Seidita
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Steggemann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Valsecchi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Wallny
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Amsler
- Universität Zürich, Zurich, Switzerland
| | | | - C Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | - K Cormier
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Huwiler
- Universität Zürich, Zurich, Switzerland
| | - W Jin
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | | | - P Meiring
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - A Reimers
- Universität Zürich, Zurich, Switzerland
| | - P Robmann
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Senger
- Universität Zürich, Zurich, Switzerland
| | | | - C Adloff
- National Central University, Chung-Li, Taiwan
| | - C M Kuo
- National Central University, Chung-Li, Taiwan
| | - W Lin
- National Central University, Chung-Li, Taiwan
| | - P K Rout
- National Central University, Chung-Li, Taiwan
| | - P C Tiwari
- National Central University, Chung-Li, Taiwan
| | - S S Yu
- National Central University, Chung-Li, Taiwan
| | - L Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K F Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P S Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - Z G Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W-S Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - T H Hsu
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y W Kao
- National Taiwan University (NTU), Taipei, Taiwan
| | - R Khurana
- National Taiwan University (NTU), Taipei, Taiwan
| | - G Kole
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Y Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R-S Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - X F Su
- National Taiwan University (NTU), Taipei, Taiwan
| | | | - H Y Wu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - C Asawatangtrakuldee
- High Energy Physics Research Unit, Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - N Srimanobhas
- High Energy Physics Research Unit, Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - V Wachirapusitanand
- High Energy Physics Research Unit, Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - D Agyel
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Boran
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Z S Demiroglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Dolek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Dumanoglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Eskut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Y Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Gurpinar Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Isik
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - O Kara
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Kayis Topaksu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U Kiminsu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Onengut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ozdemir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Polatoz
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Tali
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U G Tok
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Turkcapar
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Uslan
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I S Zorbakir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ocalan
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - M Yalvac
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - B Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E Gülmez
- Bogazici University, Istanbul, Turkey
| | - M Kaya
- Bogazici University, Istanbul, Turkey
| | - O Kaya
- Bogazici University, Istanbul, Turkey
| | - S Tekten
- Bogazici University, Istanbul, Turkey
| | - A Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K Cankocak
- Istanbul Technical University, Istanbul, Turkey
| | - Y Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S Sen
- Istanbul Technical University, Istanbul, Turkey
| | - O Aydilek
- Istanbul University, Istanbul, Turkey
| | - S Cerci
- Istanbul University, Istanbul, Turkey
| | | | | | - I Hos
- Istanbul University, Istanbul, Turkey
| | - B Isildak
- Istanbul University, Istanbul, Turkey
| | - B Kaynak
- Istanbul University, Istanbul, Turkey
| | | | - O Potok
- Istanbul University, Istanbul, Turkey
| | - H Sert
- Istanbul University, Istanbul, Turkey
| | - C Simsek
- Istanbul University, Istanbul, Turkey
| | | | | | - A Boyaryntsev
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - B Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | - D Anthony
- University of Bristol, Bristol, United Kingdom
| | - J J Brooke
- University of Bristol, Bristol, United Kingdom
| | - A Bundock
- University of Bristol, Bristol, United Kingdom
| | - F Bury
- University of Bristol, Bristol, United Kingdom
| | - E Clement
- University of Bristol, Bristol, United Kingdom
| | - D Cussans
- University of Bristol, Bristol, United Kingdom
| | - H Flacher
- University of Bristol, Bristol, United Kingdom
| | - M Glowacki
- University of Bristol, Bristol, United Kingdom
| | - J Goldstein
- University of Bristol, Bristol, United Kingdom
| | - H F Heath
- University of Bristol, Bristol, United Kingdom
| | - L Kreczko
- University of Bristol, Bristol, United Kingdom
| | - B Krikler
- University of Bristol, Bristol, United Kingdom
| | | | | | - V J Smith
- University of Bristol, Bristol, United Kingdom
| | - N Stylianou
- University of Bristol, Bristol, United Kingdom
| | | | - R White
- University of Bristol, Bristol, United Kingdom
| | - A H Ball
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K W Bell
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - A Belyaev
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - C Brew
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - R M Brown
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - C Cooke
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K V Ellis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K Harder
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - S Harper
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - M-L Holmberg
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - Sh Jain
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - J Linacre
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - D M Newbold
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - E Olaiya
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - D Petyt
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Reis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - G Salvi
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Schuh
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - I R Tomalin
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Williams
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - P Bloch
- Imperial College, London, United Kingdom
| | - C E Brown
- Imperial College, London, United Kingdom
| | | | - V Cacchio
- Imperial College, London, United Kingdom
| | | | - G S Chahal
- Imperial College, London, United Kingdom
| | - D Colling
- Imperial College, London, United Kingdom
| | - J S Dancu
- Imperial College, London, United Kingdom
| | - P Dauncey
- Imperial College, London, United Kingdom
| | - G Davies
- Imperial College, London, United Kingdom
| | - J Davies
- Imperial College, London, United Kingdom
| | | | - S Fayer
- Imperial College, London, United Kingdom
| | - G Fedi
- Imperial College, London, United Kingdom
| | - G Hall
- Imperial College, London, United Kingdom
| | | | - A Howard
- Imperial College, London, United Kingdom
| | - G Iles
- Imperial College, London, United Kingdom
| | - M Knight
- Imperial College, London, United Kingdom
| | - J Langford
- Imperial College, London, United Kingdom
| | - L Lyons
- Imperial College, London, United Kingdom
| | - A-M Magnan
- Imperial College, London, United Kingdom
| | - S Malik
- Imperial College, London, United Kingdom
| | - A Martelli
- Imperial College, London, United Kingdom
| | | | - J Nash
- Imperial College, London, United Kingdom
| | - M Pesaresi
- Imperial College, London, United Kingdom
| | | | - A Richards
- Imperial College, London, United Kingdom
| | - A Rose
- Imperial College, London, United Kingdom
| | - C Seez
- Imperial College, London, United Kingdom
| | - R Shukla
- Imperial College, London, United Kingdom
| | - A Tapper
- Imperial College, London, United Kingdom
| | - K Uchida
- Imperial College, London, United Kingdom
| | - G P Uttley
- Imperial College, London, United Kingdom
| | - L H Vage
- Imperial College, London, United Kingdom
| | - T Virdee
- Imperial College, London, United Kingdom
| | | | - N Wardle
- Imperial College, London, United Kingdom
| | | | - K Coldham
- Brunel University, Uxbridge, United Kingdom
| | - J E Cole
- Brunel University, Uxbridge, United Kingdom
| | - A Khan
- Brunel University, Uxbridge, United Kingdom
| | - P Kyberd
- Brunel University, Uxbridge, United Kingdom
| | - I D Reid
- Brunel University, Uxbridge, United Kingdom
| | | | | | | | | | | | | | | | | | | | - S Sawant
- Baylor University, Waco, Texas, USA
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- Baylor University, Waco, Texas, USA
| | - J Wilson
- Baylor University, Waco, Texas, USA
| | - R Bartek
- Catholic University of America, Washington, DC, USA
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- Catholic University of America, Washington, DC, USA
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- Catholic University of America, Washington, DC, USA
| | - R Uniyal
- Catholic University of America, Washington, DC, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
| | - D Pellett
- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
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- University of California, Los Angeles, California, USA
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- University of California, Los Angeles, California, USA
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- University of California, Los Angeles, California, USA
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- University of California, Los Angeles, California, USA
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- University of California, Los Angeles, California, USA
| | - M A Iqbal
- University of California, Los Angeles, California, USA
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- University of California, Los Angeles, California, USA
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- University of California, Los Angeles, California, USA
| | - W A Nash
- University of California, Los Angeles, California, USA
| | - D Saltzberg
- University of California, Los Angeles, California, USA
| | - B Stone
- University of California, Los Angeles, California, USA
| | - V Valuev
- University of California, Los Angeles, California, USA
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- University of California, Riverside, Riverside, California, USA
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- University of California, Riverside, Riverside, California, USA
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- University of California, Riverside, Riverside, California, USA
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- University of California, Riverside, Riverside, California, USA
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- University of California, Riverside, Riverside, California, USA
| | - J G Branson
- University of California, San Diego, La Jolla, California, USA
| | - S Cittolin
- University of California, San Diego, La Jolla, California, USA
| | - S Cooperstein
- University of California, San Diego, La Jolla, California, USA
| | - D Diaz
- University of California, San Diego, La Jolla, California, USA
| | - J Duarte
- University of California, San Diego, La Jolla, California, USA
| | - R Gerosa
- University of California, San Diego, La Jolla, California, USA
| | - L Giannini
- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
| | - R Kansal
- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
| | - F Mokhtar
- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
| | - M Quinnan
- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - P Masterson
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Mei
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Oshiro
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - U Sarica
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - R Schmitz
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - F Setti
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Sheplock
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - D Stuart
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Bornheim
- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
| | - J R Vlimant
- California Institute of Technology, Pasadena, California, USA
| | - C Wang
- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- University of Colorado Boulder, Boulder, Colorado, USA
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- University of Colorado Boulder, Boulder, Colorado, USA
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- University of Colorado Boulder, Boulder, Colorado, USA
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- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Manganelli
- University of Colorado Boulder, Boulder, Colorado, USA
| | - F Marini
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Perloff
- University of Colorado Boulder, Boulder, Colorado, USA
| | - C Savard
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Schonbeck
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K Stenson
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K A Ulmer
- University of Colorado Boulder, Boulder, Colorado, USA
| | - S R Wagner
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Zipper
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | | | - X Chen
- Cornell University, Ithaca, New York, USA
| | | | - J Fan
- Cornell University, Ithaca, New York, USA
| | - X Fan
- Cornell University, Ithaca, New York, USA
| | - D Gadkari
- Cornell University, Ithaca, New York, USA
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- Cornell University, Ithaca, New York, USA
| | - J Monroy
- Cornell University, Ithaca, New York, USA
| | | | - J Reichert
- Cornell University, Ithaca, New York, USA
| | - M Reid
- Cornell University, Ithaca, New York, USA
| | - A Ryd
- Cornell University, Ithaca, New York, USA
| | - J Thom
- Cornell University, Ithaca, New York, USA
| | - P Wittich
- Cornell University, Ithaca, New York, USA
| | - R Zou
- Cornell University, Ithaca, New York, USA
| | - M Albrow
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Alyari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Amram
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Apollinari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apresyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L A T Bauerdick
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Berry
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Berryhill
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P C Bhat
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Burkett
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J N Butler
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Canepa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G B Cerati
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H W K Cheung
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Chlebana
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Cummings
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Dickinson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Dutta
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V D Elvira
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Y Feng
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Freeman
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Gandrakota
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Z Gecse
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Gray
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Green
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Grummer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Grünendahl
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Guerrero
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Gutsche
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R M Harris
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Heller
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T C Herwig
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Hirschauer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Horyn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Jindariani
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Johnson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - U Joshi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Klijnsma
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Klima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K H M Kwok
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Lammel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Lincoln
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Lipton
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Madrid
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Maeshima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Mantilla
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Mason
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P McBride
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Merkel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Mrenna
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Nahn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Ngadiuba
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Noonan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V Papadimitriou
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N Pastika
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Pedro
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Pena
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Ravera
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - L Ristori
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - N Smith
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Soha
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Spiegel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Stoynev
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Strait
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Taylor
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N V Tran
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Uplegger
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - E W Vaandering
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Zoi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Aruta
- University of Florida, Gainesville, Florida, USA
| | - P Avery
- University of Florida, Gainesville, Florida, USA
| | - D Bourilkov
- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
| | - V Cherepanov
- University of Florida, Gainesville, Florida, USA
| | - R D Field
- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
| | - M Kolosova
- University of Florida, Gainesville, Florida, USA
| | - J Konigsberg
- University of Florida, Gainesville, Florida, USA
| | - A Korytov
- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
| | - K Matchev
- University of Florida, Gainesville, Florida, USA
| | - N Menendez
- University of Florida, Gainesville, Florida, USA
| | | | | | - N Rawal
- University of Florida, Gainesville, Florida, USA
| | - D Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - S Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - K Shi
- University of Florida, Gainesville, Florida, USA
| | - J Wang
- University of Florida, Gainesville, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
| | - P R Prova
- Florida State University, Tallahassee, Florida, USA
| | - O Viazlo
- Florida State University, Tallahassee, Florida, USA
| | | | - R Yohay
- Florida State University, Tallahassee, Florida, USA
| | - J Zhang
- Florida State University, Tallahassee, Florida, USA
| | - B Alsufyani
- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
| | - T Elkafrawy
- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
| | - R Kumar Verma
- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
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- University of Illinois Chicago, Chicago, USA, Chicago, USA
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- University of Illinois Chicago, Chicago, USA, Chicago, USA
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- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - S Dittmer
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | | | - O Evdokimov
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - C E Gerber
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - D J Hofman
- University of Illinois Chicago, Chicago, USA, Chicago, USA
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- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - D S Lemos
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - A H Merrit
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - C Mills
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - S Nanda
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - G Oh
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - B Ozek
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - D Pilipovic
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - T Roy
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - S Rudrabhatla
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - M B Tonjes
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - N Varelas
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - X Wang
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - Z Ye
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - J Yoo
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | | | - D Blend
- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
| | - J-P Merlo
- The University of Iowa, Iowa City, Iowa, USA
| | | | - J Nachtman
- The University of Iowa, Iowa City, Iowa, USA
| | - O Neogi
- The University of Iowa, Iowa City, Iowa, USA
| | - H Ogul
- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
| | - A Penzo
- The University of Iowa, Iowa City, Iowa, USA
| | - C Snyder
- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
| | - B Blumenfeld
- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Davis
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A V Gritsan
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Kang
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Kyriacou
- Johns Hopkins University, Baltimore, Maryland, USA
| | - P Maksimovic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Roguljic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Roskes
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Sekhar
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Swartz
- Johns Hopkins University, Baltimore, Maryland, USA
| | - T Á Vámi
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A Abreu
- The University of Kansas, Lawrence, Kansas, USA
| | | | - J Anguiano
- The University of Kansas, Lawrence, Kansas, USA
| | - P Baringer
- The University of Kansas, Lawrence, Kansas, USA
| | - A Bean
- The University of Kansas, Lawrence, Kansas, USA
| | - Z Flowers
- The University of Kansas, Lawrence, Kansas, USA
| | - D Grove
- The University of Kansas, Lawrence, Kansas, USA
| | - J King
- The University of Kansas, Lawrence, Kansas, USA
| | - G Krintiras
- The University of Kansas, Lawrence, Kansas, USA
| | | | - C Le Mahieu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Lindsey
- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
| | - M Nickel
- The University of Kansas, Lawrence, Kansas, USA
| | - M Pitt
- The University of Kansas, Lawrence, Kansas, USA
| | - S Popescu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Rogan
- The University of Kansas, Lawrence, Kansas, USA
| | - C Royon
- The University of Kansas, Lawrence, Kansas, USA
| | - R Salvatico
- The University of Kansas, Lawrence, Kansas, USA
| | - S Sanders
- The University of Kansas, Lawrence, Kansas, USA
| | - C Smith
- The University of Kansas, Lawrence, Kansas, USA
| | - Q Wang
- The University of Kansas, Lawrence, Kansas, USA
| | - G Wilson
- The University of Kansas, Lawrence, Kansas, USA
| | - B Allmond
- Kansas State University, Manhattan, Kansas, USA
| | - A Ivanov
- Kansas State University, Manhattan, Kansas, USA
| | - K Kaadze
- Kansas State University, Manhattan, Kansas, USA
| | | | - D Kim
- Kansas State University, Manhattan, Kansas, USA
| | - Y Maravin
- Kansas State University, Manhattan, Kansas, USA
| | - K Nam
- Kansas State University, Manhattan, Kansas, USA
| | - J Natoli
- Kansas State University, Manhattan, Kansas, USA
| | - D Roy
- Kansas State University, Manhattan, Kansas, USA
| | | | - F Rebassoo
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - D Wright
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - E Adams
- University of Maryland, College Park, Maryland, USA
| | - A Baden
- University of Maryland, College Park, Maryland, USA
| | - O Baron
- University of Maryland, College Park, Maryland, USA
| | - A Belloni
- University of Maryland, College Park, Maryland, USA
| | - A Bethani
- University of Maryland, College Park, Maryland, USA
| | - Y M Chen
- University of Maryland, College Park, Maryland, USA
| | - S C Eno
- University of Maryland, College Park, Maryland, USA
| | - N J Hadley
- University of Maryland, College Park, Maryland, USA
| | - S Jabeen
- University of Maryland, College Park, Maryland, USA
| | - R G Kellogg
- University of Maryland, College Park, Maryland, USA
| | - T Koeth
- University of Maryland, College Park, Maryland, USA
| | - Y Lai
- University of Maryland, College Park, Maryland, USA
| | - S Lascio
- University of Maryland, College Park, Maryland, USA
| | - A C Mignerey
- University of Maryland, College Park, Maryland, USA
| | - S Nabili
- University of Maryland, College Park, Maryland, USA
| | - C Palmer
- University of Maryland, College Park, Maryland, USA
| | | | - M M Paranjpe
- University of Maryland, College Park, Maryland, USA
| | - L Wang
- University of Maryland, College Park, Maryland, USA
| | - K Wong
- University of Maryland, College Park, Maryland, USA
| | - J Bendavid
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - W Busza
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - I A Cali
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y Chen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M D'Alfonso
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Eysermans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Freer
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Gomez-Ceballos
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Goncharov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P Harris
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Hoang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Kovalskyi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Krupa
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - L Lavezzo
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y-J Lee
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - K Long
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Mironov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Paus
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Rankin
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Rothman
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Shi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G S F Stephans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Wyslouch
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - T J Yang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Crossman
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B M Joshi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - C Kapsiak
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Krohn
- University of Minnesota, Minneapolis, Minnesota, USA
| | - D Mahon
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J Mans
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B Marzocchi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - S Pandey
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Revering
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Rusack
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Saradhy
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Schroeder
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Strobbe
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M A Wadud
- University of Minnesota, Minneapolis, Minnesota, USA
| | - L M Cremaldi
- University of Mississippi, Oxford, Mississippi, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - M Bryson
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D R Claes
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Fangmeier
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Golf
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Joo
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Kravchenko
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Reed
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J E Siado
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - G R Snow
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - W Tabb
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Vagnerini
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Wightman
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Yan
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D Yu
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | | | - G Agarwal
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Bandyopadhyay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - L Hay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - I Iashvili
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Kharchilava
- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
| | - S Rappoccio
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Rejeb Sfar
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Williams
- State University of New York at Buffalo, Buffalo, New York, USA
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- Northeastern University, Boston, Massachusetts, USA
| | - E Barberis
- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- The Ohio State University, Columbus, Ohio, USA
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- The Ohio State University, Columbus, Ohio, USA
| | - M Carrigan
- The Ohio State University, Columbus, Ohio, USA
| | - L S Durkin
- The Ohio State University, Columbus, Ohio, USA
| | - C Hill
- The Ohio State University, Columbus, Ohio, USA
| | - M Joyce
- The Ohio State University, Columbus, Ohio, USA
| | - A Lesauvage
- The Ohio State University, Columbus, Ohio, USA
| | | | - K Wei
- The Ohio State University, Columbus, Ohio, USA
| | - B L Winer
- The Ohio State University, Columbus, Ohio, USA
| | - B R Yates
- The Ohio State University, Columbus, Ohio, USA
| | - F M Addesa
- Princeton University, Princeton, New Jersey, USA
| | | | - P Das
- Princeton University, Princeton, New Jersey, USA
| | - G Dezoort
- Princeton University, Princeton, New Jersey, USA
| | - P Elmer
- Princeton University, Princeton, New Jersey, USA
| | | | - B Greenberg
- Princeton University, Princeton, New Jersey, USA
| | - N Haubrich
- Princeton University, Princeton, New Jersey, USA
| | | | - G Kopp
- Princeton University, Princeton, New Jersey, USA
| | - S Kwan
- Princeton University, Princeton, New Jersey, USA
| | - D Lange
- Princeton University, Princeton, New Jersey, USA
| | - A Loeliger
- Princeton University, Princeton, New Jersey, USA
| | - D Marlow
- Princeton University, Princeton, New Jersey, USA
| | - I Ojalvo
- Princeton University, Princeton, New Jersey, USA
| | - J Olsen
- Princeton University, Princeton, New Jersey, USA
| | - D Stickland
- Princeton University, Princeton, New Jersey, USA
| | - C Tully
- Princeton University, Princeton, New Jersey, USA
| | - S Malik
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - A S Bakshi
- Purdue University, West Lafayette, Indiana, USA
| | - V E Barnes
- Purdue University, West Lafayette, Indiana, USA
| | - S Chandra
- Purdue University, West Lafayette, Indiana, USA
| | - R Chawla
- Purdue University, West Lafayette, Indiana, USA
| | - S Das
- Purdue University, West Lafayette, Indiana, USA
| | - A Gu
- Purdue University, West Lafayette, Indiana, USA
| | - L Gutay
- Purdue University, West Lafayette, Indiana, USA
| | - M Jones
- Purdue University, West Lafayette, Indiana, USA
| | - A W Jung
- Purdue University, West Lafayette, Indiana, USA
| | | | - A M Koshy
- Purdue University, West Lafayette, Indiana, USA
| | - M Liu
- Purdue University, West Lafayette, Indiana, USA
| | - G Negro
- Purdue University, West Lafayette, Indiana, USA
| | | | - G Paspalaki
- Purdue University, West Lafayette, Indiana, USA
| | - S Piperov
- Purdue University, West Lafayette, Indiana, USA
| | - A Purohit
- Purdue University, West Lafayette, Indiana, USA
| | - J F Schulte
- Purdue University, West Lafayette, Indiana, USA
| | | | - J Thieman
- Purdue University, West Lafayette, Indiana, USA
| | - A K Virdi
- Purdue University, West Lafayette, Indiana, USA
| | - F Wang
- Purdue University, West Lafayette, Indiana, USA
| | - W Xie
- Purdue University, West Lafayette, Indiana, USA
| | - J Dolen
- Purdue University Northwest, Hammond, Indiana, USA
| | - N Parashar
- Purdue University Northwest, Hammond, Indiana, USA
| | - A Pathak
- Purdue University Northwest, Hammond, Indiana, USA
| | - D Acosta
- Rice University, Houston, Texas, USA
| | - A Baty
- Rice University, Houston, Texas, USA
| | | | - S Dildick
- Rice University, Houston, Texas, USA
| | | | | | - S Freed
- Rice University, Houston, Texas, USA
| | - P Gardner
- Rice University, Houston, Texas, USA
| | | | - A Kumar
- Rice University, Houston, Texas, USA
| | - W Li
- Rice University, Houston, Texas, USA
| | | | | | - R Redjimi
- Rice University, Houston, Texas, USA
| | - J Rotter
- Rice University, Houston, Texas, USA
| | | | - Y Zhang
- Rice University, Houston, Texas, USA
| | - A Bodek
- University of Rochester, Rochester, New York, USA
| | - P de Barbaro
- University of Rochester, Rochester, New York, USA
| | - R Demina
- University of Rochester, Rochester, New York, USA
| | - J L Dulemba
- University of Rochester, Rochester, New York, USA
| | - C Fallon
- University of Rochester, Rochester, New York, USA
| | | | - O Hindrichs
- University of Rochester, Rochester, New York, USA
| | | | - P Parygin
- University of Rochester, Rochester, New York, USA
| | - E Popova
- University of Rochester, Rochester, New York, USA
| | - R Taus
- University of Rochester, Rochester, New York, USA
| | | | - K Goulianos
- The Rockefeller University, New York, New York, USA
| | - B Chiarito
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J P Chou
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Y Gershtein
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - E Halkiadakis
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Hart
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - M Heindl
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - D Jaroslawski
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - O Karacheban
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - I Laflotte
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Lath
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Montalvo
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - K Nash
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Routray
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Salur
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Schnetzer
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Somalwar
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Stone
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S A Thayil
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Thomas
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J Vora
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Wang
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Acharya
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Ally
- University of Tennessee, Knoxville, Tennessee, USA
| | - A G Delannoy
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Fiorendi
- University of Tennessee, Knoxville, Tennessee, USA
| | - T Holmes
- University of Tennessee, Knoxville, Tennessee, USA
| | | | - L Lee
- University of Tennessee, Knoxville, Tennessee, USA
| | - E Nibigira
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Spanier
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Aebi
- Texas A&M University, College Station, Texas, USA
| | - M Ahmad
- Texas A&M University, College Station, Texas, USA
| | - O Bouhali
- Texas A&M University, College Station, Texas, USA
| | - M Dalchenko
- Texas A&M University, College Station, Texas, USA
| | - R Eusebi
- Texas A&M University, College Station, Texas, USA
| | - J Gilmore
- Texas A&M University, College Station, Texas, USA
| | - T Huang
- Texas A&M University, College Station, Texas, USA
| | - T Kamon
- Texas A&M University, College Station, Texas, USA
| | - H Kim
- Texas A&M University, College Station, Texas, USA
| | - S Luo
- Texas A&M University, College Station, Texas, USA
| | - S Malhotra
- Texas A&M University, College Station, Texas, USA
| | - R Mueller
- Texas A&M University, College Station, Texas, USA
| | - D Overton
- Texas A&M University, College Station, Texas, USA
| | - D Rathjens
- Texas A&M University, College Station, Texas, USA
| | - A Safonov
- Texas A&M University, College Station, Texas, USA
| | - N Akchurin
- Texas Tech University, Lubbock, Texas, USA
| | - J Damgov
- Texas Tech University, Lubbock, Texas, USA
| | - V Hegde
- Texas Tech University, Lubbock, Texas, USA
| | - A Hussain
- Texas Tech University, Lubbock, Texas, USA
| | | | | | - S W Lee
- Texas Tech University, Lubbock, Texas, USA
| | - A Mankel
- Texas Tech University, Lubbock, Texas, USA
| | - T Mengke
- Texas Tech University, Lubbock, Texas, USA
| | | | - T Peltola
- Texas Tech University, Lubbock, Texas, USA
| | | | - A Whitbeck
- Texas Tech University, Lubbock, Texas, USA
| | - E Appelt
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Greene
- Vanderbilt University, Nashville, Tennessee, USA
| | - A Gurrola
- Vanderbilt University, Nashville, Tennessee, USA
| | - W Johns
- Vanderbilt University, Nashville, Tennessee, USA
| | | | - A Melo
- Vanderbilt University, Nashville, Tennessee, USA
| | - F Romeo
- Vanderbilt University, Nashville, Tennessee, USA
| | - P Sheldon
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Tuo
- Vanderbilt University, Nashville, Tennessee, USA
| | - J Velkovska
- Vanderbilt University, Nashville, Tennessee, USA
| | | | - B Cardwell
- University of Virginia, Charlottesville, Virginia, USA
| | - B Cox
- University of Virginia, Charlottesville, Virginia, USA
| | - J Hakala
- University of Virginia, Charlottesville, Virginia, USA
| | - R Hirosky
- University of Virginia, Charlottesville, Virginia, USA
| | - A Ledovskoy
- University of Virginia, Charlottesville, Virginia, USA
| | - A Li
- University of Virginia, Charlottesville, Virginia, USA
| | - C Neu
- University of Virginia, Charlottesville, Virginia, USA
| | | | - P E Karchin
- Wayne State University, Detroit, Michigan, USA
| | - A Aravind
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Banerjee
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - K Black
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - T Bose
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Dasu
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - I De Bruyn
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - P Everaerts
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C Galloni
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H He
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - M Herndon
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Herve
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C K Koraka
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Lanaro
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - R Loveless
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | | | - A Mallampalli
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Mohammadi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Mondal
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - G Parida
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Pinna
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Savin
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Shang
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Sharma
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W H Smith
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Teague
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H F Tsoi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W Vetens
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Warden
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Afanasiev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Yu Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Aushev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Azarkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Babaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Belyaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Blinov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Boos
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Borshch
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Budkouski
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Bunichev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Chekhovsky
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Dubinin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Dudko
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Gninenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Golovtcov
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Gribushin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Ivanov
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Kardapoltsev
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Karneyeu
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Kim
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirakosyan
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirsanov
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - P Levchenko
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Nikitenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Obraztsov
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Palichik
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Perelygin
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Polikarpov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Popov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Radchenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Savina
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Savrin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Shalaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shmatov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shulha
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Skovpen
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Slabospitskii
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Smirnov
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Vorobyev
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zarubin
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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Zou B, Zhang N, Gao H, Li W, Liu S, Zhang Y. Association Between Peritoneal Carcinomatosis Index (PCI) Assessed by CT and Pathological Parameters and Short-Term Prognosis of Rectal Cancer. Altern Ther Health Med 2024:AT10133. [PMID: 38518149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2024]
Abstract
Objective The study aimed at explore the correlation between the CT-based Peritoneal Carcinomatosis Index (PCI) and pathological parameters of rectal cancer, as well as the correlation with short-term postoperative prognosis. Methods A retrospective analysis was performed on 198 rectal cancer patients treated in our institution from January 2017 to December 2022. Based on preoperative CT-PCI, patients were classified into a normal and low CT-PCI groups. Baseline characteristics and short-term postoperative outcomes were compared between the two groups. Univariate and Multivariable logistic regression analyses were conducted to ascertain the independent risk factors for postoperative complications (Clavien-Dindo classification ≥ Grade II) following neoadjuvant treatment and radical rectal cancer surgery. Results There were significant statistical differences between the two groups regarding age, ASA score, and surgical method (P < .05). Variations in overall postoperative complications and complications of Grade II or higher among patients with differing preoperative CT-PCI were statistically significant (P < .05). No significant statistical difference was found in the time to first liquid intake post-surgery between the preoperative low CT-PCI group and the normal CT-PCI group (P > .05); however, differences in the time to first flatus, duration of postoperative hospital stay, and total hospital expenditure were statistically meaningful (P < .05). Multivariate logistic regression revealed that CT-PCI (OR=2.254) was an influential factor for postoperative complications (Clavien-Dindo classification ≥ Grade II) (P < .05). The ROC curve demonstrated an AUC of 0.854 for CT-PCI in predicting postoperative complications (Clavien-Dindo classification ≥ Grade II). Conclusion Preoperative CT-PCI may be utilized to evaluate the short-term prognosis of patients who undergo radical surgery for rectal cancer after neoadjuvant therapy. This evaluation assists in guiding clinical diagnostic and therapeutic decision-making, allowing for prompt interventions and enhancing short-term patient outcomes.
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Hayrapetyan A, Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Damanakis K, Dragicevic M, Escalante Del Valle A, Hussain PS, Jeitler M, Krammer N, Liko D, Mikulec I, Schieck J, Schöfbeck R, Schwarz D, Sonawane M, Templ S, Waltenberger W, Wulz CE, Darwish MR, Janssen T, Van Mechelen P, Bols ES, D'Hondt J, Dansana S, De Moor A, Delcourt M, El Faham H, Lowette S, Makarenko I, Müller D, Sahasransu AR, Tavernier S, Tytgat M, Van Putte S, Vannerom D, Clerbaux B, De Lentdecker G, Favart L, Hohov D, Jaramillo J, Khalilzadeh A, Lee K, Mahdavikhorrami M, Malara A, Paredes S, Pétré L, Postiau N, Thomas L, Vanden Bemden M, Vander Velde C, Vanlaer P, De Coen M, Dobur D, Hong Y, Knolle J, Lambrecht L, Mestdach G, Rendón C, Samalan A, Skovpen K, Van Den Bossche N, Wezenbeek L, Benecke A, Bruno G, Caputo C, Delaere C, Donertas IS, Giammanco A, Jaffel K, Jain S, Lemaitre V, Lidrych J, Mastrapasqua P, Mondal K, Tran TT, Wertz S, Alves GA, Coelho E, Hensel C, Menezes De Oliveira T, Moraes 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Budkouski D, Chekhovsky V, Chistov R, Danilov M, Dermenev A, Dimova T, Druzhkin D, Dubinin M, Dudko L, Ershov A, Gavrilov G, Gavrilov V, Gninenko S, Golovtcov V, Golubev N, Golutvin I, Gorbunov I, Gribushin A, Ivanov Y, Kachanov V, Kardapoltsev L, Karjavine V, Karneyeu A, Kim V, Kirakosyan M, Kirpichnikov D, Kirsanov M, Klyukhin V, Kodolova O, Konstantinov D, Korenkov V, Korotkikh V, Kozyrev A, Krasnikov N, Lanev A, Levchenko P, Lychkovskaya N, Makarenko V, Malakhov A, Matveev V, Murzin V, Nikitenko A, Obraztsov S, Oreshkin V, Oskin A, Palichik V, Perelygin V, Petrov N, Petrushanko S, Polikarpov S, Popov V, Radchenko O, Savina M, Savrin V, Shalaev V, Shmatov S, Shulha S, Skovpen Y, Slabospitskii S, Smirnov V, Snigirev A, Sosnov D, Sulimov V, Tcherniaev E, Terkulov A, Teryaev O, Tlisova I, Toropin A, Uvarov L, Uzunian A, Vorobyev A, Voytishin N, Yuldashev BS, Zarubin A, Zhizhin I, Zhokin A. New Structures in the J/ψJ/ψ Mass Spectrum in Proton-Proton Collisions at sqrt[s]=13 TeV. Phys Rev Lett 2024; 132:111901. [PMID: 38563916 DOI: 10.1103/physrevlett.132.111901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 12/07/2023] [Accepted: 01/31/2024] [Indexed: 04/04/2024]
Abstract
A search is reported for near-threshold structures in the J/ψJ/ψ invariant mass spectrum produced in proton-proton collisions at sqrt[s]=13 TeV from data collected by the CMS experiment, corresponding to an integrated luminosity of 135 fb^{-1}. Three structures are found, and a model with quantum interference among these structures provides a good description of the data. A new structure is observed with a local significance above 5 standard deviations at a mass of 6638_{-38}^{+43}(stat)_{-31}^{+16}(syst) MeV. Another structure with even higher significance is found at a mass of 6847_{-28}^{+44}(stat)_{-20}^{+48}(syst) MeV, which is consistent with the X(6900) resonance reported by the LHCb experiment and confirmed by the ATLAS experiment. Evidence for another new structure, with a local significance of 4.7 standard deviations, is found at a mass of 7134_{-25}^{+48}(stat)_{-15}^{+41}(syst) MeV. Results are also reported for a model without interference, which does not fit the data as well and shows mass shifts up to 150 MeV relative to the model with interference.
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Affiliation(s)
| | - A Tumasyan
- Yerevan Physics Institute, Yerevan, Armenia
| | - W Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - K Damanakis
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - P S Hussain
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | - J Schieck
- Institut für Hochenergiephysik, Vienna, Austria
| | - R Schöfbeck
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Schwarz
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Sonawane
- Institut für Hochenergiephysik, Vienna, Austria
| | - S Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C-E Wulz
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | - E S Bols
- Vrije Universiteit Brussel, Brussel, Belgium
| | - J D'Hondt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Dansana
- Vrije Universiteit Brussel, Brussel, Belgium
| | - A De Moor
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Delcourt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - H El Faham
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Lowette
- Vrije Universiteit Brussel, Brussel, Belgium
| | - I Makarenko
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Müller
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | - S Tavernier
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Tytgat
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Van Putte
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Vannerom
- Vrije Universiteit Brussel, Brussel, Belgium
| | - B Clerbaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - L Favart
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - D Hohov
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - J Jaramillo
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - K Lee
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - A Malara
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - S Paredes
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Pétré
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - N Postiau
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Thomas
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | | | - P Vanlaer
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - D Dobur
- Ghent University, Ghent, Belgium
| | - Y Hong
- Ghent University, Ghent, Belgium
| | - J Knolle
- Ghent University, Ghent, Belgium
| | | | | | - C Rendón
- Ghent University, Ghent, Belgium
| | | | | | | | | | - A Benecke
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I S Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Jaffel
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sa Jain
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - J Lidrych
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P Mastrapasqua
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - T T Tran
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G A Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
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- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
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- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | | | - A Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - P Rebello Teles
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - M Soeiro
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - W L Aldá Júnior
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - W Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
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- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G G Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - J Martins
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - K Mota Amarilo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Vilela Pereira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C A Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - L Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E M Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P G Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S F Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - B Orzari
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L Litov
- University of Sofia, Sofia, Bulgaria
| | - B Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P Petkov
- University of Sofia, Sofia, Bulgaria
| | - A Petrov
- University of Sofia, Sofia, Bulgaria
| | - E Shumka
- University of Sofia, Sofia, Bulgaria
| | - S Keshri
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - S Thakur
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - T Cheng
- Beihang University, Beijing, China
| | - Q Guo
- Beihang University, Beijing, China
| | - T Javaid
- Beihang University, Beijing, China
| | - M Mittal
- Beihang University, Beijing, China
| | - L Yuan
- Beihang University, Beijing, China
| | - G Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - J Chen
- Department of Physics, Tsinghua University, Beijing, China
| | - J Gu
- Department of Physics, Tsinghua University, Beijing, China
| | - Z Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - J Liu
- Department of Physics, Tsinghua University, Beijing, China
| | - X Wang
- Department of Physics, Tsinghua University, Beijing, China
| | - H Wen
- Department of Physics, Tsinghua University, Beijing, China
| | - K Yi
- Department of Physics, Tsinghua University, Beijing, China
| | - J Zhang
- Department of Physics, Tsinghua University, Beijing, China
| | - G M Chen
- Institute of High Energy Physics, Beijing, China
| | - H S Chen
- Institute of High Energy Physics, Beijing, China
| | - M Chen
- Institute of High Energy Physics, Beijing, China
| | - F Iemmi
- Institute of High Energy Physics, Beijing, China
| | - C H Jiang
- Institute of High Energy Physics, Beijing, China
| | - A Kapoor
- Institute of High Energy Physics, Beijing, China
| | - H Liao
- Institute of High Energy Physics, Beijing, China
| | - Z-A Liu
- Institute of High Energy Physics, Beijing, China
| | - F Monti
- Institute of High Energy Physics, Beijing, China
| | - R Sharma
- Institute of High Energy Physics, Beijing, China
| | - J N Song
- Institute of High Energy Physics, Beijing, China
| | - J Tao
- Institute of High Energy Physics, Beijing, China
| | - C Wang
- Institute of High Energy Physics, Beijing, China
| | - J Wang
- Institute of High Energy Physics, Beijing, China
| | - Z Wang
- Institute of High Energy Physics, Beijing, China
| | - H Zhang
- Institute of High Energy Physics, Beijing, China
| | - A Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Lyu
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S J Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Sun
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - H Yang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Zhou
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z You
- Sun Yat-Sen University, Guangzhou, China
| | - N Lu
- University of Science and Technology of China, Hefei, China
| | - X Gao
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - D Leggat
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - H Okawa
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Y Zhang
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Z Lin
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Lu
- Zhejiang University, Hangzhou, Zhejiang, China
| | - M Xiao
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Avila
- Universidad de Los Andes, Bogota, Colombia
| | | | - A Cabrera
- Universidad de Los Andes, Bogota, Colombia
| | - C Florez
- Universidad de Los Andes, Bogota, Colombia
| | - J Fraga
- Universidad de Los Andes, Bogota, Colombia
| | | | | | - F Ramirez
- Universidad de Antioquia, Medellin, Colombia
| | - M Rodriguez
- Universidad de Antioquia, Medellin, Colombia
| | | | - D Giljanovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - N Godinovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - D Lelas
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - A Sculac
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - M Kovac
- University of Split, Faculty of Science, Split, Croatia
| | - T Sculac
- University of Split, Faculty of Science, Split, Croatia
| | - P Bargassa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | | | - D Ferencek
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - S Mishra
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | - T Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - A Attikis
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J Mousa
- University of Cyprus, Nicosia, Cyprus
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- University of Cyprus, Nicosia, Cyprus
| | - P A Razis
- University of Cyprus, Nicosia, Cyprus
| | | | - H Saka
- University of Cyprus, Nicosia, Cyprus
| | | | - M Finger
- Charles University, Prague, Czech Republic
| | - M Finger
- Charles University, Prague, Czech Republic
| | - A Kveton
- Charles University, Prague, Czech Republic
| | - E Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - A A Abdelalim
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - E Salama
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | | | - M A Mahmoud
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - R K Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - T Lange
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - S Nandan
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Nielsen
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - J Pata
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - L Tani
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - H Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - S Bharthuar
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Havukainen
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M S Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - M Lotti
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M Myllymäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - M M Rantanen
- Helsinki Institute of Physics, Helsinki, Finland
| | - H Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Tuominiemi
- Helsinki Institute of Physics, Helsinki, Finland
| | - P Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - H Petrow
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - M Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J L Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - V Lohezic
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Ö Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P Simkina
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - C Baldenegro Barrera
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Cappati
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Damas
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B A Fontana Santos Alves
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - S Ghosh
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Gilbert
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B Harikrishnan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Kalipoliti
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Liu
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J Motta
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Portales
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - U Sarkar
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J B Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Tarabini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - E Vernazza
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J-L Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Apparu
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-M Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E C Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Falke
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - U Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - R Haeberle
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A-C Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - M A Sessini
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Blancon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - N Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Choi
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Dozen
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Greenberg
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Grenier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I B Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Perries
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Verdier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Xiao
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I Lomidze
- Georgian Technical University, Tbilisi, Georgia
| | | | | | - V Botta
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - L Feld
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - K Klein
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Lipinski
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Meuser
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - A Pauls
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - N Röwert
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Teroerde
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - S Diekmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Dodonova
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - N Eich
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Eliseev
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Engelke
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Fackeldey
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - B Fischer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - K Hoepfner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Ivone
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Jung
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Y Lee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Mastrolorenzo
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Merschmeyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Meyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mukherjee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Noll
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Novak
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Nowotny
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Pozdnyakov
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - Y Rath
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - W Redjeb
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Rehm
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Reithler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - V Sarkisovi
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Schmidt
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S C Schuler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Sharma
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Stein
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - L Vigilante
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Wiedenbeck
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Zaleski
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Dziwok
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - G Flügge
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - W Haj Ahmad
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Kress
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Nowack
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Pooth
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Stahl
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Ziemons
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Zotz
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | | | | | - J Alimena
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Amoroso
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y An
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Bayatmakou
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Belvedere
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - F Blekman
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Cheng
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Colombina
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - M De Silva
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Filatov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Greau
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Guglielmi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Hinzmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Jeppe
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N Z Jomhari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - B Kaech
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Kogler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Komm
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - K Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - J Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A B Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Milella
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Mussgiller
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Nürnberg
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pérez Adán
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Ranken
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J Rübenach
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Scham
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Scheurer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Schnake
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P Schütze
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - D Stafford
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Vazzoler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Q Wang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Wiens
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Yang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - S Bein
- University of Hamburg, Hamburg, Germany
| | - L Benato
- University of Hamburg, Hamburg, Germany
| | | | - P Connor
- University of Hamburg, Hamburg, Germany
| | - M Eich
- University of Hamburg, Hamburg, Germany
| | | | - Y Fischer
- University of Hamburg, Hamburg, Germany
| | | | - C Garbers
- University of Hamburg, Hamburg, Germany
| | - E Garutti
- University of Hamburg, Hamburg, Germany
| | | | | | - J Haller
- University of Hamburg, Hamburg, Germany
| | | | | | - P Keicher
- University of Hamburg, Hamburg, Germany
| | - R Klanner
- University of Hamburg, Hamburg, Germany
| | - W Korcari
- University of Hamburg, Hamburg, Germany
| | - T Kramer
- University of Hamburg, Hamburg, Germany
| | - V Kutzner
- University of Hamburg, Hamburg, Germany
| | - F Labe
- University of Hamburg, Hamburg, Germany
| | - J Lange
- University of Hamburg, Hamburg, Germany
| | - A Lobanov
- University of Hamburg, Hamburg, Germany
| | | | - A Mehta
- University of Hamburg, Hamburg, Germany
| | | | | | | | - Y Nissan
- University of Hamburg, Hamburg, Germany
| | - A Paasch
- University of Hamburg, Hamburg, Germany
| | | | | | - B Raciti
- University of Hamburg, Hamburg, Germany
| | - M Rieger
- University of Hamburg, Hamburg, Germany
| | - D Savoiu
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | | | - H Stadie
- University of Hamburg, Hamburg, Germany
| | | | - A Tews
- University of Hamburg, Hamburg, Germany
| | - M Wolf
- University of Hamburg, Hamburg, Germany
| | - S Brommer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Burkart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Horzela
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Klute
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Link
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Lintuluoto
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Mormile
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Neukum
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Oh
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H J Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Trevisani
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - R F Von Cube
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wieland
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Wittig
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wunsch
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - X Zuo
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Assiouras
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Papadopoulos
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - D Karasavvas
- National and Kapodistrian University of Athens, Athens, Greece
| | - P Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Melachroinos
- National and Kapodistrian University of Athens, Athens, Greece
| | - A Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Paraskevas
- National and Kapodistrian University of Athens, Athens, Greece
| | - N Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Zisopoulos
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Bakas
- National Technical University of Athens, Athens, Greece
| | | | - G Karapostoli
- National Technical University of Athens, Athens, Greece
| | - K Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - E Siamarkou
- National Technical University of Athens, Athens, Greece
| | - G Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | - K Adamidis
- University of Ioánnina, Ioánnina, Greece
| | | | | | - C Foudas
- University of Ioánnina, Ioánnina, Greece
| | | | | | | | - P Kokkas
- University of Ioánnina, Ioánnina, Greece
| | | | - N Manthos
- University of Ioánnina, Ioánnina, Greece
| | | | | | - M Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Farkas
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M M A Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - Á Kadlecsik
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A J Rádl
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G I Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M Bartók
- Wigner Research Centre for Physics, Budapest, Hungary
| | - C Hajdu
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Horvath
- Wigner Research Centre for Physics, Budapest, Hungary
| | - F Sikler
- Wigner Research Centre for Physics, Budapest, Hungary
| | - V Veszpremi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - G Bencze
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - S Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - P Raics
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - B Ujvari
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - G Zilizi
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - T Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - F Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - T Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - J Babbar
- Panjab University, Chandigarh, India
| | - S Bansal
- Panjab University, Chandigarh, India
| | - S B Beri
- Panjab University, Chandigarh, India
| | | | | | - S Chauhan
- Panjab University, Chandigarh, India
| | - N Dhingra
- Panjab University, Chandigarh, India
| | - R Gupta
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - H Kaur
- Panjab University, Chandigarh, India
| | - M Kaur
- Panjab University, Chandigarh, India
| | - S Kumar
- Panjab University, Chandigarh, India
| | - P Kumari
- Panjab University, Chandigarh, India
| | - M Meena
- Panjab University, Chandigarh, India
| | - K Sandeep
- Panjab University, Chandigarh, India
| | | | - J B Singh
- Panjab University, Chandigarh, India
| | - A Singla
- Panjab University, Chandigarh, India
| | - A Ahmed
- University of Delhi, Delhi, India
| | | | | | | | - A Kumar
- University of Delhi, Delhi, India
| | | | - K Ranjan
- University of Delhi, Delhi, India
| | - S Saumya
- University of Delhi, Delhi, India
| | - S Baradia
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Barman
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | | | - D Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P K Behera
- Indian Institute of Technology Madras, Madras, India
| | - S C Behera
- Indian Institute of Technology Madras, Madras, India
| | - S Chatterjee
- Indian Institute of Technology Madras, Madras, India
| | - P Jana
- Indian Institute of Technology Madras, Madras, India
| | - P Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | | | - D Kumar
- Indian Institute of Technology Madras, Madras, India
| | | | - L Panwar
- Indian Institute of Technology Madras, Madras, India
| | - R Pradhan
- Indian Institute of Technology Madras, Madras, India
| | - P R Pujahari
- Indian Institute of Technology Madras, Madras, India
| | - N R Saha
- Indian Institute of Technology Madras, Madras, India
| | - A Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A K Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - S Verma
- Indian Institute of Technology Madras, Madras, India
| | - T Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - I Das
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M Kumar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G B Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - P Suryadevara
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - A Bala
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | | | - M Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - A Thachayath
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A K Das
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - C Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Maity
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - T Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - V K Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - K Naskar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Sadangi
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Saha
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S K Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S Varghese
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Vats
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Alpana
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Laha
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | | | - E Khazaie
- Isfahan University of Technology, Isfahan, Iran
| | - M Zeinali
- Isfahan University of Technology, Isfahan, Iran
| | - S Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - S M Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | | | - M Abbrescia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - R Aly
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | - D Creanza
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - B D Anzi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - N De Filippis
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M De Palma
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Florio
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - W Elmetenawee
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - L Fiore
- INFN Sezione di Bari, Bari, Italy
| | - G Iaselli
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - G Maggi
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Maggi
- INFN Sezione di Bari, Bari, Italy
| | - I Margjeka
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - V Mastrapasqua
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S My
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Nuzzo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pellecchia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pompili
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Pugliese
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | | | - D Ramos
- INFN Sezione di Bari, Bari, Italy
| | | | | | - F M Simone
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | | | | | | | - A Zaza
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - C Battilana
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Bonacorsi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - R Campanini
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - P Capiluppi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A Castro
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - M Cuffiani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - T Diotalevi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Fabbri
- INFN Sezione di Bologna, Bologna, Italy
| | - A Fanfani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Fasanella
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - L Giommi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - C Grandi
- INFN Sezione di Bologna, Bologna, Italy
| | - L Guiducci
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Lo Meo
- INFN Sezione di Bologna, Bologna, Italy
| | - L Lunerti
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - G Masetti
- INFN Sezione di Bologna, Bologna, Italy
| | - F L Navarria
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - F Primavera
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A M Rossi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - T Rovelli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Costa
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - R Potenza
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - A Tricomi
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - C Tuve
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - G Bardelli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - B Camaiani
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - A Cassese
- INFN Sezione di Firenze, Firenze, Italy
| | | | - V Ciulli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - R D'Alessandro
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - E Focardi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - G Latino
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - P Lenzi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - M Lizzo
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | | | - A Papanastassiou
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - L Viliani
- INFN Sezione di Firenze, Firenze, Italy
| | - L Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Meola
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | | | - F Ferro
- INFN Sezione di Genova, Genova, Italy
| | - E Robutti
- INFN Sezione di Genova, Genova, Italy
| | - S Tosi
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - A Benaglia
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - G Boldrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Brivio
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Cetorelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F De Guio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M E Dinardo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Dini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Gennai
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Ghezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Govoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Guzzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M T Lucchini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M Malberti
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Malvezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Massironi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - D Menasce
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - L Moroni
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M Paganoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Pedrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - S Ragazzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - N Redaelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - T Tabarelli de Fatis
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Zuolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - A Cagnotta
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Carnevali
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - N Cavallo
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A De Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Fabozzi
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A O M Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - L Lista
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | | | - B Rossi
- INFN Sezione di Napoli, Napoli, Italy
| | - C Sciacca
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - R Ardino
- INFN Sezione di Padova, Padova, Italy
| | - P Azzi
- INFN Sezione di Padova, Padova, Italy
| | | | | | - A Bragagnolo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Carlin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - T Dorigo
- INFN Sezione di Padova, Padova, Italy
| | - F Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - U Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Grosso
- INFN Sezione di Padova, Padova, Italy
| | - L Layer
- INFN Sezione di Padova, Padova, Italy
| | - E Lusiani
- INFN Sezione di Padova, Padova, Italy
| | - M Margoni
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A T Meneguzzo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Migliorini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - J Pazzini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Ronchese
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Rossin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Simonetto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Strong
- INFN Sezione di Padova, Padova, Italy
| | - M Tosi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Triossi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - S Ventura
- INFN Sezione di Padova, Padova, Italy
| | - H Yarar
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Zanetti
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Zotto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Zucchetta
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Zumerle
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - C Aimè
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - S Calzaferri
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - D Fiorina
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Montagna
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - V Re
- INFN Sezione di Pavia, Pavia, Italy
| | - C Riccardi
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - I Vai
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Vitulo
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - S Ajmal
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - P Asenov
- INFN Sezione di Perugia, Perugia, Italy
| | - G M Bilei
- INFN Sezione di Perugia, Perugia, Italy
| | - D Ciangottini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - L Fanò
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Magherini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G Mantovani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - V Mariani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | - A Piccinelli
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Presilla
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Rossi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Santocchia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - D Spiga
- INFN Sezione di Perugia, Perugia, Italy
| | - T Tedeschi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | | | - L Bianchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | | | - D Bruschini
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - M A Ciocci
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Cipriani
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - V D'Amante
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | - S Donato
- INFN Sezione di Pisa, Pisa, Italy
| | - A Giassi
- INFN Sezione di Pisa, Pisa, Italy
| | - F Ligabue
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - A Messineo
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Musich
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - F Palla
- INFN Sezione di Pisa, Pisa, Italy
| | | | - A Rizzi
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Rolandi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - T Sarkar
- INFN Sezione di Pisa, Pisa, Italy
| | | | | | - R Tenchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Tonelli
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - N Turini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | | | - P Barria
- INFN Sezione di Roma, Roma, Italy
| | - M Campana
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - L Cunqueiro Mendez
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - D Del Re
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - M Diemoz
- INFN Sezione di Roma, Roma, Italy
| | - F Errico
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - E Longo
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - J Mijuskovic
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - G Organtini
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - R Paramatti
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - C Quaranta
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - S Rahatlou
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - F Santanastasio
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - L Soffi
- INFN Sezione di Roma, Roma, Italy
| | - R Tramontano
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - N Amapane
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Arcidiacono
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - S Argiro
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Arneodo
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | | | - R Bellan
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Bellora
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - C Biino
- INFN Sezione di Torino, Torino, Italy
| | | | - M Costa
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Covarelli
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - N Demaria
- INFN Sezione di Torino, Torino, Italy
| | - L Finco
- INFN Sezione di Torino, Torino, Italy
| | - M Grippo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - B Kiani
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Legger
- INFN Sezione di Torino, Torino, Italy
| | - F Luongo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - S Maselli
- INFN Sezione di Torino, Torino, Italy
| | - A Mecca
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Migliore
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Monteno
- INFN Sezione di Torino, Torino, Italy
| | | | - M M Obertino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - G Ortona
- INFN Sezione di Torino, Torino, Italy
| | - L Pacher
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | | | - M Ruspa
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - F Siviero
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Sola
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Solano
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Soldi
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Staiano
- INFN Sezione di Torino, Torino, Italy
| | - C Tarricone
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Tornago
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Trocino
- INFN Sezione di Torino, Torino, Italy
| | - G Umoret
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Vagnerini
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Vlasov
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - V Candelise
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - M Casarsa
- INFN Sezione di Trieste, Trieste, Italy
| | | | - K De Leo
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - G Della Ricca
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - S Dogra
- Kyungpook National University, Daegu, Korea
| | - J Hong
- Kyungpook National University, Daegu, Korea
| | - C Huh
- Kyungpook National University, Daegu, Korea
| | - B Kim
- Kyungpook National University, Daegu, Korea
| | - D H Kim
- Kyungpook National University, Daegu, Korea
| | - J Kim
- Kyungpook National University, Daegu, Korea
| | - H Lee
- Kyungpook National University, Daegu, Korea
| | - S W Lee
- Kyungpook National University, Daegu, Korea
| | - C S Moon
- Kyungpook National University, Daegu, Korea
| | - Y D Oh
- Kyungpook National University, Daegu, Korea
| | - S I Pak
- Kyungpook National University, Daegu, Korea
| | - M S Ryu
- Kyungpook National University, Daegu, Korea
| | - S Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y C Yang
- Kyungpook National University, Daegu, Korea
| | - G Bak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - P Gwak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - H Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D H Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - E Asilar
- Hanyang University, Seoul, Korea
| | - D Kim
- Hanyang University, Seoul, Korea
| | - T J Kim
- Hanyang University, Seoul, Korea
| | | | - J Park
- Hanyang University, Seoul, Korea
| | - S Choi
- Korea University, Seoul, Korea
| | - S Han
- Korea University, Seoul, Korea
| | - B Hong
- Korea University, Seoul, Korea
| | - K Lee
- Korea University, Seoul, Korea
| | - K S Lee
- Korea University, Seoul, Korea
| | - J Park
- Korea University, Seoul, Korea
| | | | - J Yoo
- Korea University, Seoul, Korea
| | - J Goh
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - H S Kim
- Sejong University, Seoul, Korea
| | - Y Kim
- Sejong University, Seoul, Korea
| | - S Lee
- Sejong University, Seoul, Korea
| | - J Almond
- Seoul National University, Seoul, Korea
| | - J H Bhyun
- Seoul National University, Seoul, Korea
| | - J Choi
- Seoul National University, Seoul, Korea
| | - S Jeon
- Seoul National University, Seoul, Korea
| | - W Jun
- Seoul National University, Seoul, Korea
| | - J Kim
- Seoul National University, Seoul, Korea
| | - J S Kim
- Seoul National University, Seoul, Korea
| | - S Ko
- Seoul National University, Seoul, Korea
| | - H Kwon
- Seoul National University, Seoul, Korea
| | - H Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - S Lee
- Seoul National University, Seoul, Korea
| | - B H Oh
- Seoul National University, Seoul, Korea
| | - S B Oh
- Seoul National University, Seoul, Korea
| | - H Seo
- Seoul National University, Seoul, Korea
| | - U K Yang
- Seoul National University, Seoul, Korea
| | - I Yoon
- Seoul National University, Seoul, Korea
| | - W Jang
- University of Seoul, Seoul, Korea
| | - D Y Kang
- University of Seoul, Seoul, Korea
| | - Y Kang
- University of Seoul, Seoul, Korea
| | - S Kim
- University of Seoul, Seoul, Korea
| | - B Ko
- University of Seoul, Seoul, Korea
| | | | - Y Lee
- University of Seoul, Seoul, Korea
| | - I C Park
- University of Seoul, Seoul, Korea
| | - Y Roh
- University of Seoul, Seoul, Korea
| | | | - S Yang
- University of Seoul, Seoul, Korea
| | - S Ha
- Yonsei University, Department of Physics, Seoul, Korea
| | - H D Yoo
- Yonsei University, Department of Physics, Seoul, Korea
| | - M Choi
- Sungkyunkwan University, Suwon, Korea
| | - M R Kim
- Sungkyunkwan University, Suwon, Korea
| | - H Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y Lee
- Sungkyunkwan University, Suwon, Korea
| | - I Yu
- Sungkyunkwan University, Suwon, Korea
| | - T Beyrouthy
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - Y Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | | | - A Gaile
- Riga Technical University, Riga, Latvia
| | - G Pikurs
- Riga Technical University, Riga, Latvia
| | | | - M Seidel
- Riga Technical University, Riga, Latvia
| | | | | | | | | | | | | | | | - I Yusuff
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J F Benitez
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | | | | | | | | | - A Sehrawat
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | - G Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - E De La Cruz-Burelo
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - R Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - A Sánchez Hernández
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | - I Bautista
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | - I Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - I Bubanja
- University of Montenegro, Podgorica, Montenegro
| | - N Raicevic
- University of Montenegro, Podgorica, Montenegro
| | - P H Butler
- University of Canterbury, Christchurch, New Zealand
| | - A Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I M Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H R Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W A Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V Avati
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - L Grzanka
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - M Malawski
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - H Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Muhammad
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - D Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | | | - A Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Bozzo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - N Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - T Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Pisano
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Adzic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - P Milenovic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - M Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - V Rekovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Barrio Luna
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Cristina F Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Fernández Del Val
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J P Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M C Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J M Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M I Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C M Morcillo Perez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Perez Dengra
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D D Redondo Ferrero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Vazquez Escobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - B Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J R González Fernández
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Soto Rodríguez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Vico Villalba
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - P Vischia
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Blanco Fernández
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J A Brochero Cifuentes
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I J Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Fernandez Madrazo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Lasaosa García
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P Matorras Cuevas
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - E Navarrete Ramos
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Prieels
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J M Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | | | | | | | | | - K Liyanage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Perera
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Wickramage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - D Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Amendola
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Bilin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A A Bin Anuar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Brondolin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Caillol
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Chernyavskaya
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D d'Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M M Defranchis
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Forthomme
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Leutgeb
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Maier
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A C Marini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Milosevic
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Petrilli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Piparo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Qu
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Shchelina
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A G Stahl Leiton
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Steen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Tropea
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Walter
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Wanczyk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K A Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zehetner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zejdl
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W D Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - L Caminada
- Paul Scherrer Institut, Villigen, Switzerland
| | - A Ebrahimi
- Paul Scherrer Institut, Villigen, Switzerland
| | - W Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | - H C Kaestli
- Paul Scherrer Institut, Villigen, Switzerland
| | - D Kotlinski
- Paul Scherrer Institut, Villigen, Switzerland
| | - C Lange
- Paul Scherrer Institut, Villigen, Switzerland
| | - M Missiroli
- Paul Scherrer Institut, Villigen, Switzerland
| | - L Noehte
- Paul Scherrer Institut, Villigen, Switzerland
| | - T Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - T K Aarrestad
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Androsov
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Backhaus
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Calandri
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Cazzaniga
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Datta
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A De Cosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Dissertori
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Dittmar
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Donegà
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Eble
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Galli
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Gedia
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Glessgen
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Grab
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Hits
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W Lustermann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A-M Lyon
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R A Manzoni
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Marchegiani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - L Marchese
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Martin Perez
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Mascellani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Nessi-Tedaldi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Pauss
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Perovic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S Pigazzini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M G Ratti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Reichmann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Reissel
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Reitenspiess
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B Ristic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Riti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Ruini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D A Sanz Becerra
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Seidita
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Steggemann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Valsecchi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Wallny
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Amsler
- Universität Zürich, Zurich, Switzerland
| | | | - C Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | - K Cormier
- Universität Zürich, Zurich, Switzerland
| | - A De Wit
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Huwiler
- Universität Zürich, Zurich, Switzerland
| | - W Jin
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | | | - P Meiring
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - A Reimers
- Universität Zürich, Zurich, Switzerland
| | - P Robmann
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Senger
- Universität Zürich, Zurich, Switzerland
| | | | - C Adloff
- National Central University, Chung-Li, Taiwan
| | - C M Kuo
- National Central University, Chung-Li, Taiwan
| | - W Lin
- National Central University, Chung-Li, Taiwan
| | - P K Rout
- National Central University, Chung-Li, Taiwan
| | - P C Tiwari
- National Central University, Chung-Li, Taiwan
| | - S S Yu
- National Central University, Chung-Li, Taiwan
| | - L Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K F Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P S Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - Z G Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W-S Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - T H Hsu
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y W Kao
- National Taiwan University (NTU), Taipei, Taiwan
| | - R Khurana
- National Taiwan University (NTU), Taipei, Taiwan
| | - G Kole
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Y Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R-S Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - X F Su
- National Taiwan University (NTU), Taipei, Taiwan
| | | | - H Y Wu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - C Asawatangtrakuldee
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - N Srimanobhas
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - V Wachirapusitanand
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - D Agyel
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Boran
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Z S Demiroglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Dolek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Dumanoglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Eskut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Y Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Gurpinar Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Isik
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - O Kara
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Kayis Topaksu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U Kiminsu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Onengut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ozdemir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Polatoz
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Tali
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U G Tok
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Turkcapar
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Uslan
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I S Zorbakir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ocalan
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - M Yalvac
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - B Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E Gülmez
- Bogazici University, Istanbul, Turkey
| | - M Kaya
- Bogazici University, Istanbul, Turkey
| | - O Kaya
- Bogazici University, Istanbul, Turkey
| | - S Tekten
- Bogazici University, Istanbul, Turkey
| | - A Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K Cankocak
- Istanbul Technical University, Istanbul, Turkey
| | - Y Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S Sen
- Istanbul Technical University, Istanbul, Turkey
| | - O Aydilek
- Istanbul University, Istanbul, Turkey
| | - S Cerci
- Istanbul University, Istanbul, Turkey
| | | | | | - I Hos
- Istanbul University, Istanbul, Turkey
| | - B Isildak
- Istanbul University, Istanbul, Turkey
| | - B Kaynak
- Istanbul University, Istanbul, Turkey
| | | | - O Potok
- Istanbul University, Istanbul, Turkey
| | - H Sert
- Istanbul University, Istanbul, Turkey
| | - C Simsek
- Istanbul University, Istanbul, Turkey
| | | | | | - A Boyaryntsev
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - B Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | - D Anthony
- University of Bristol, Bristol, United Kingdom
| | - J J Brooke
- University of Bristol, Bristol, United Kingdom
| | - A Bundock
- University of Bristol, Bristol, United Kingdom
| | - F Bury
- University of Bristol, Bristol, United Kingdom
| | - E Clement
- University of Bristol, Bristol, United Kingdom
| | - D Cussans
- University of Bristol, Bristol, United Kingdom
| | - H Flacher
- University of Bristol, Bristol, United Kingdom
| | - M Glowacki
- University of Bristol, Bristol, United Kingdom
| | - J Goldstein
- University of Bristol, Bristol, United Kingdom
| | - H F Heath
- University of Bristol, Bristol, United Kingdom
| | - L Kreczko
- University of Bristol, Bristol, United Kingdom
| | - B Krikler
- University of Bristol, Bristol, United Kingdom
| | | | | | - V J Smith
- University of Bristol, Bristol, United Kingdom
| | - N Stylianou
- University of Bristol, Bristol, United Kingdom
| | | | - R White
- University of Bristol, Bristol, United Kingdom
| | - A H Ball
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K W Bell
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - A Belyaev
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - C Brew
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - R M Brown
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - C Cooke
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K V Ellis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K Harder
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - S Harper
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - M-L Holmberg
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - Sh Jain
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - J Linacre
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - D M Newbold
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - E Olaiya
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - D Petyt
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Reis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - G Salvi
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Schuh
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - I R Tomalin
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Williams
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - P Bloch
- Imperial College, London, United Kingdom
| | - C E Brown
- Imperial College, London, United Kingdom
| | | | - V Cacchio
- Imperial College, London, United Kingdom
| | | | - G S Chahal
- Imperial College, London, United Kingdom
| | - D Colling
- Imperial College, London, United Kingdom
| | - J S Dancu
- Imperial College, London, United Kingdom
| | - P Dauncey
- Imperial College, London, United Kingdom
| | - G Davies
- Imperial College, London, United Kingdom
| | - J Davies
- Imperial College, London, United Kingdom
| | | | - S Fayer
- Imperial College, London, United Kingdom
| | - G Fedi
- Imperial College, London, United Kingdom
| | - G Hall
- Imperial College, London, United Kingdom
| | | | - A Howard
- Imperial College, London, United Kingdom
| | - G Iles
- Imperial College, London, United Kingdom
| | - M Knight
- Imperial College, London, United Kingdom
| | - J Langford
- Imperial College, London, United Kingdom
| | - L Lyons
- Imperial College, London, United Kingdom
| | - A-M Magnan
- Imperial College, London, United Kingdom
| | - S Malik
- Imperial College, London, United Kingdom
| | - A Martelli
- Imperial College, London, United Kingdom
| | | | - J Nash
- Imperial College, London, United Kingdom
| | - M Pesaresi
- Imperial College, London, United Kingdom
| | | | - A Richards
- Imperial College, London, United Kingdom
| | - A Rose
- Imperial College, London, United Kingdom
| | - C Seez
- Imperial College, London, United Kingdom
| | - R Shukla
- Imperial College, London, United Kingdom
| | - A Tapper
- Imperial College, London, United Kingdom
| | - K Uchida
- Imperial College, London, United Kingdom
| | - G P Uttley
- Imperial College, London, United Kingdom
| | - L H Vage
- Imperial College, London, United Kingdom
| | - T Virdee
- Imperial College, London, United Kingdom
| | | | - N Wardle
- Imperial College, London, United Kingdom
| | | | - K Coldham
- Brunel University, Uxbridge, United Kingdom
| | - J E Cole
- Brunel University, Uxbridge, United Kingdom
| | - A Khan
- Brunel University, Uxbridge, United Kingdom
| | - P Kyberd
- Brunel University, Uxbridge, United Kingdom
| | - I D Reid
- Brunel University, Uxbridge, United Kingdom
| | | | | | | | | | | | | | | | | | | | - S Sawant
- Baylor University, Waco, Texas, USA
| | | | - M Toms
- Baylor University, Waco, Texas, USA
| | - J Wilson
- Baylor University, Waco, Texas, USA
| | - R Bartek
- Catholic University of America, Washington, DC, USA
| | - A Dominguez
- Catholic University of America, Washington, DC, USA
| | | | - A E Simsek
- Catholic University of America, Washington, DC, USA
| | - R Uniyal
- Catholic University of America, Washington, DC, USA
| | | | - R Chudasama
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S I Cooper
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S V Gleyzer
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C U Perez
- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C West
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - R Yi
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - A Akpinar
- Boston University, Boston, Massachusetts, USA
| | - A Albert
- Boston University, Boston, Massachusetts, USA
| | - D Arcaro
- Boston University, Boston, Massachusetts, USA
| | - C Cosby
- Boston University, Boston, Massachusetts, USA
| | - Z Demiragli
- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
| | - I Suarez
- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
| | - G Benelli
- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
| | - D Cutts
- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
| | - U Heintz
- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
| | - S Mondal
- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
| | - N Pervan
- Brown University, Providence, Rhode Island, USA
| | - S Sagir
- Brown University, Providence, Rhode Island, USA
| | - F Simpson
- Brown University, Providence, Rhode Island, USA
| | | | - W Y Wong
- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
| | - W Zhang
- Brown University, Providence, Rhode Island, USA
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- University of California, Davis, Davis, California, USA
| | - J Bonilla
- University of California, Davis, Davis, California, USA
| | - C Brainerd
- University of California, Davis, Davis, California, USA
| | - R Breedon
- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
| | - M Citron
- University of California, Davis, Davis, California, USA
| | - J Conway
- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
| | - R Erbacher
- University of California, Davis, Davis, California, USA
| | - G Haza
- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
| | - O Kukral
- University of California, Davis, Davis, California, USA
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- University of California, Davis, Davis, California, USA
| | - M Mulhearn
- University of California, Davis, Davis, California, USA
| | - D Pellett
- University of California, Davis, Davis, California, USA
| | - B Regnery
- University of California, Davis, Davis, California, USA
| | - W Wei
- University of California, Davis, Davis, California, USA
| | - Y Yao
- University of California, Davis, Davis, California, USA
| | - F Zhang
- University of California, Davis, Davis, California, USA
| | - M Bachtis
- University of California, Los Angeles, California, USA
| | - R Cousins
- University of California, Los Angeles, California, USA
| | - A Datta
- University of California, Los Angeles, California, USA
| | - J Hauser
- University of California, Los Angeles, California, USA
| | - M Ignatenko
- University of California, Los Angeles, California, USA
| | - M A Iqbal
- University of California, Los Angeles, California, USA
| | - T Lam
- University of California, Los Angeles, California, USA
| | - E Manca
- University of California, Los Angeles, California, USA
| | - W A Nash
- University of California, Los Angeles, California, USA
| | - D Saltzberg
- University of California, Los Angeles, California, USA
| | - B Stone
- University of California, Los Angeles, California, USA
| | - V Valuev
- University of California, Los Angeles, California, USA
| | - R Clare
- University of California, Riverside, Riverside, California, USA
| | - M Gordon
- University of California, Riverside, Riverside, California, USA
| | - G Hanson
- University of California, Riverside, Riverside, California, USA
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- University of California, Riverside, Riverside, California, USA
| | - S Wimpenny
- University of California, Riverside, Riverside, California, USA
| | - J G Branson
- University of California, San Diego, La Jolla, California, USA
| | - S Cittolin
- University of California, San Diego, La Jolla, California, USA
| | - S Cooperstein
- University of California, San Diego, La Jolla, California, USA
| | - D Diaz
- University of California, San Diego, La Jolla, California, USA
| | - J Duarte
- University of California, San Diego, La Jolla, California, USA
| | - R Gerosa
- University of California, San Diego, La Jolla, California, USA
| | - L Giannini
- University of California, San Diego, La Jolla, California, USA
| | - J Guiang
- University of California, San Diego, La Jolla, California, USA
| | - R Kansal
- University of California, San Diego, La Jolla, California, USA
| | - V Krutelyov
- University of California, San Diego, La Jolla, California, USA
| | - R Lee
- University of California, San Diego, La Jolla, California, USA
| | - J Letts
- University of California, San Diego, La Jolla, California, USA
| | - M Masciovecchio
- University of California, San Diego, La Jolla, California, USA
| | - F Mokhtar
- University of California, San Diego, La Jolla, California, USA
| | - M Pieri
- University of California, San Diego, La Jolla, California, USA
| | - M Quinnan
- University of California, San Diego, La Jolla, California, USA
| | | | - V Sharma
- University of California, San Diego, La Jolla, California, USA
| | - M Tadel
- University of California, San Diego, La Jolla, California, USA
| | - E Vourliotis
- University of California, San Diego, La Jolla, California, USA
| | - F Würthwein
- University of California, San Diego, La Jolla, California, USA
| | - Y Xiang
- University of California, San Diego, La Jolla, California, USA
| | - A Yagil
- University of California, San Diego, La Jolla, California, USA
| | - A Barzdukas
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - L Brennan
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - C Campagnari
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - G Collura
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Dorsett
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Incandela
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Kilpatrick
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Kim
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A J Li
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - P Masterson
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Mei
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Oshiro
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Richman
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - U Sarica
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - R Schmitz
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - F Setti
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Sheplock
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - D Stuart
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - S Wang
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Bornheim
- California Institute of Technology, Pasadena, California, USA
| | - O Cerri
- California Institute of Technology, Pasadena, California, USA
| | - A Latorre
- California Institute of Technology, Pasadena, California, USA
| | - J M Lawhorn
- California Institute of Technology, Pasadena, California, USA
| | - J Mao
- California Institute of Technology, Pasadena, California, USA
| | - H B Newman
- California Institute of Technology, Pasadena, California, USA
| | - T Q Nguyen
- California Institute of Technology, Pasadena, California, USA
| | - M Spiropulu
- California Institute of Technology, Pasadena, California, USA
| | - J R Vlimant
- California Institute of Technology, Pasadena, California, USA
| | - C Wang
- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
| | - R Y Zhu
- California Institute of Technology, Pasadena, California, USA
| | - J Alison
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M B Andrews
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - P Bryant
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - V Dutta
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Ferguson
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Harilal
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - C Liu
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Mudholkar
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S Murthy
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M Paulini
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Roberts
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Sanchez
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - W Terrill
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - J P Cumalat
- University of Colorado Boulder, Boulder, Colorado, USA
| | - W T Ford
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Hassani
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | - E MacDonald
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Manganelli
- University of Colorado Boulder, Boulder, Colorado, USA
| | - F Marini
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Perloff
- University of Colorado Boulder, Boulder, Colorado, USA
| | - C Savard
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Schonbeck
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K Stenson
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K A Ulmer
- University of Colorado Boulder, Boulder, Colorado, USA
| | - S R Wagner
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Zipper
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | | | - X Chen
- Cornell University, Ithaca, New York, USA
| | | | - J Fan
- Cornell University, Ithaca, New York, USA
| | - X Fan
- Cornell University, Ithaca, New York, USA
| | - D Gadkari
- Cornell University, Ithaca, New York, USA
| | - S Hogan
- Cornell University, Ithaca, New York, USA
| | - J Monroy
- Cornell University, Ithaca, New York, USA
| | | | - J Reichert
- Cornell University, Ithaca, New York, USA
| | - M Reid
- Cornell University, Ithaca, New York, USA
| | - A Ryd
- Cornell University, Ithaca, New York, USA
| | - J Thom
- Cornell University, Ithaca, New York, USA
| | - P Wittich
- Cornell University, Ithaca, New York, USA
| | - R Zou
- Cornell University, Ithaca, New York, USA
| | - M Albrow
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Alyari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Amram
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Apollinari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apresyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L A T Bauerdick
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Berry
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Berryhill
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P C Bhat
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Burkett
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J N Butler
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Canepa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G B Cerati
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H W K Cheung
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Chlebana
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Cummings
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Dickinson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Dutta
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V D Elvira
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Y Feng
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Freeman
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Gandrakota
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Z Gecse
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Gray
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Green
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Grünendahl
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Guerrero
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Gutsche
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R M Harris
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Heller
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T C Herwig
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Hirschauer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Horyn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Jindariani
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Johnson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - U Joshi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Klijnsma
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Klima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K H M Kwok
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Lammel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Lincoln
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Lipton
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Madrid
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Maeshima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Mantilla
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Mason
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P McBride
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Merkel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Mrenna
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Nahn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Ngadiuba
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Noonan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V Papadimitriou
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N Pastika
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Pedro
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Pena
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Ravera
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - L Ristori
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - N Smith
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Soha
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Spiegel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Stoynev
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Taylor
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N V Tran
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Uplegger
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - E W Vaandering
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Zoi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Aruta
- University of Florida, Gainesville, Florida, USA
| | - P Avery
- University of Florida, Gainesville, Florida, USA
| | - D Bourilkov
- University of Florida, Gainesville, Florida, USA
| | - L Cadamuro
- University of Florida, Gainesville, Florida, USA
| | - P Chang
- University of Florida, Gainesville, Florida, USA
| | - V Cherepanov
- University of Florida, Gainesville, Florida, USA
| | - R D Field
- University of Florida, Gainesville, Florida, USA
| | - E Koenig
- University of Florida, Gainesville, Florida, USA
| | - M Kolosova
- University of Florida, Gainesville, Florida, USA
| | - J Konigsberg
- University of Florida, Gainesville, Florida, USA
| | - A Korytov
- University of Florida, Gainesville, Florida, USA
| | - K H Lo
- University of Florida, Gainesville, Florida, USA
| | - K Matchev
- University of Florida, Gainesville, Florida, USA
| | - N Menendez
- University of Florida, Gainesville, Florida, USA
| | | | | | - N Rawal
- University of Florida, Gainesville, Florida, USA
| | - D Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - S Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - K Shi
- University of Florida, Gainesville, Florida, USA
| | - J Wang
- University of Florida, Gainesville, Florida, USA
| | - T Adams
- Florida State University, Tallahassee, Florida, USA
| | - A Al Kadhim
- Florida State University, Tallahassee, Florida, USA
| | - A Askew
- Florida State University, Tallahassee, Florida, USA
| | - N Bower
- Florida State University, Tallahassee, Florida, USA
| | - R Habibullah
- Florida State University, Tallahassee, Florida, USA
| | - V Hagopian
- Florida State University, Tallahassee, Florida, USA
| | - R Hashmi
- Florida State University, Tallahassee, Florida, USA
| | - R S Kim
- Florida State University, Tallahassee, Florida, USA
| | - S Kim
- Florida State University, Tallahassee, Florida, USA
| | - T Kolberg
- Florida State University, Tallahassee, Florida, USA
| | - G Martinez
- Florida State University, Tallahassee, Florida, USA
| | - H Prosper
- Florida State University, Tallahassee, Florida, USA
| | - P R Prova
- Florida State University, Tallahassee, Florida, USA
| | - O Viazlo
- Florida State University, Tallahassee, Florida, USA
| | | | - R Yohay
- Florida State University, Tallahassee, Florida, USA
| | - J Zhang
- Florida State University, Tallahassee, Florida, USA
| | - B Alsufyani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M M Baarmand
- Florida Institute of Technology, Melbourne, Florida, USA
| | - S Butalla
- Florida Institute of Technology, Melbourne, Florida, USA
| | - T Elkafrawy
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Hohlmann
- Florida Institute of Technology, Melbourne, Florida, USA
| | - R Kumar Verma
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Rahmani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M R Adams
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - R Cavanaugh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Dittmer
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - O Evdokimov
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C E Gerber
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D J Hofman
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J H Lee
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D S Lemos
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - A H Merrit
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Mills
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Nanda
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - G Oh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - B Ozek
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D Pilipovic
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - T Roy
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Rudrabhatla
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - M B Tonjes
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - N Varelas
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - X Wang
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - Z Ye
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J Yoo
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - D Blend
- The University of Iowa, Iowa City, Iowa, USA
| | - K Dilsiz
- The University of Iowa, Iowa City, Iowa, USA
| | - L Emediato
- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
| | - J-P Merlo
- The University of Iowa, Iowa City, Iowa, USA
| | | | - J Nachtman
- The University of Iowa, Iowa City, Iowa, USA
| | - O Neogi
- The University of Iowa, Iowa City, Iowa, USA
| | - H Ogul
- The University of Iowa, Iowa City, Iowa, USA
| | - Y Onel
- The University of Iowa, Iowa City, Iowa, USA
| | - A Penzo
- The University of Iowa, Iowa City, Iowa, USA
| | - C Snyder
- The University of Iowa, Iowa City, Iowa, USA
| | - E Tiras
- The University of Iowa, Iowa City, Iowa, USA
| | - B Blumenfeld
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Corcodilos
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Davis
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A V Gritsan
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Kang
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Kyriacou
- Johns Hopkins University, Baltimore, Maryland, USA
| | - P Maksimovic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Roguljic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Roskes
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Sekhar
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Swartz
- Johns Hopkins University, Baltimore, Maryland, USA
| | - T Á Vámi
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A Abreu
- The University of Kansas, Lawrence, Kansas, USA
| | | | - J Anguiano
- The University of Kansas, Lawrence, Kansas, USA
| | - P Baringer
- The University of Kansas, Lawrence, Kansas, USA
| | - A Bean
- The University of Kansas, Lawrence, Kansas, USA
| | - Z Flowers
- The University of Kansas, Lawrence, Kansas, USA
| | - D Grove
- The University of Kansas, Lawrence, Kansas, USA
| | - J King
- The University of Kansas, Lawrence, Kansas, USA
| | - G Krintiras
- The University of Kansas, Lawrence, Kansas, USA
| | | | - C Le Mahieu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Lindsey
- The University of Kansas, Lawrence, Kansas, USA
| | - J Marquez
- The University of Kansas, Lawrence, Kansas, USA
| | - N Minafra
- The University of Kansas, Lawrence, Kansas, USA
| | - M Murray
- The University of Kansas, Lawrence, Kansas, USA
| | - M Nickel
- The University of Kansas, Lawrence, Kansas, USA
| | - M Pitt
- The University of Kansas, Lawrence, Kansas, USA
| | - S Popescu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Rogan
- The University of Kansas, Lawrence, Kansas, USA
| | - C Royon
- The University of Kansas, Lawrence, Kansas, USA
| | - R Salvatico
- The University of Kansas, Lawrence, Kansas, USA
| | - S Sanders
- The University of Kansas, Lawrence, Kansas, USA
| | - C Smith
- The University of Kansas, Lawrence, Kansas, USA
| | - Q Wang
- The University of Kansas, Lawrence, Kansas, USA
| | - G Wilson
- The University of Kansas, Lawrence, Kansas, USA
| | - B Allmond
- Kansas State University, Manhattan, Kansas, USA
| | - A Ivanov
- Kansas State University, Manhattan, Kansas, USA
| | - K Kaadze
- Kansas State University, Manhattan, Kansas, USA
| | | | - D Kim
- Kansas State University, Manhattan, Kansas, USA
| | - Y Maravin
- Kansas State University, Manhattan, Kansas, USA
| | - K Nam
- Kansas State University, Manhattan, Kansas, USA
| | - J Natoli
- Kansas State University, Manhattan, Kansas, USA
| | - D Roy
- Kansas State University, Manhattan, Kansas, USA
| | | | - F Rebassoo
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - D Wright
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - E Adams
- University of Maryland, College Park, Maryland, USA
| | - A Baden
- University of Maryland, College Park, Maryland, USA
| | - O Baron
- University of Maryland, College Park, Maryland, USA
| | - A Belloni
- University of Maryland, College Park, Maryland, USA
| | - A Bethani
- University of Maryland, College Park, Maryland, USA
| | - Y M Chen
- University of Maryland, College Park, Maryland, USA
| | - S C Eno
- University of Maryland, College Park, Maryland, USA
| | - N J Hadley
- University of Maryland, College Park, Maryland, USA
| | - S Jabeen
- University of Maryland, College Park, Maryland, USA
| | - R G Kellogg
- University of Maryland, College Park, Maryland, USA
| | - T Koeth
- University of Maryland, College Park, Maryland, USA
| | - Y Lai
- University of Maryland, College Park, Maryland, USA
| | - S Lascio
- University of Maryland, College Park, Maryland, USA
| | - A C Mignerey
- University of Maryland, College Park, Maryland, USA
| | - S Nabili
- University of Maryland, College Park, Maryland, USA
| | - C Palmer
- University of Maryland, College Park, Maryland, USA
| | | | - M M Paranjpe
- University of Maryland, College Park, Maryland, USA
| | - L Wang
- University of Maryland, College Park, Maryland, USA
| | - K Wong
- University of Maryland, College Park, Maryland, USA
| | - J Bendavid
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - W Busza
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - I A Cali
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y Chen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M D'Alfonso
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Eysermans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Freer
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Gomez-Ceballos
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Goncharov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P Harris
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Hoang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Kovalskyi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Krupa
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - L Lavezzo
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y-J Lee
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - K Long
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Mironov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Paus
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Rankin
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Rothman
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Shi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G S F Stephans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Wyslouch
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - T J Yang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Crossman
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B M Joshi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - C Kapsiak
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Krohn
- University of Minnesota, Minneapolis, Minnesota, USA
| | - D Mahon
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J Mans
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B Marzocchi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - S Pandey
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Revering
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Rusack
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Saradhy
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Schroeder
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Strobbe
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M A Wadud
- University of Minnesota, Minneapolis, Minnesota, USA
| | - L M Cremaldi
- University of Mississippi, Oxford, Mississippi, USA
| | - K Bloom
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - M Bryson
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D R Claes
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Fangmeier
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Golf
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J Hossain
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Joo
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Kravchenko
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Reed
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J E Siado
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - G R Snow
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - W Tabb
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Wightman
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Yan
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D Yu
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | | | - G Agarwal
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Bandyopadhyay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - L Hay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - I Iashvili
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Kharchilava
- State University of New York at Buffalo, Buffalo, New York, USA
| | - C McLean
- State University of New York at Buffalo, Buffalo, New York, USA
| | - M Morris
- State University of New York at Buffalo, Buffalo, New York, USA
| | - D Nguyen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - J Pekkanen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - S Rappoccio
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Rejeb Sfar
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Williams
- State University of New York at Buffalo, Buffalo, New York, USA
| | - G Alverson
- Northeastern University, Boston, Massachusetts, USA
| | - E Barberis
- Northeastern University, Boston, Massachusetts, USA
| | - Y Haddad
- Northeastern University, Boston, Massachusetts, USA
| | - Y Han
- Northeastern University, Boston, Massachusetts, USA
| | - A Krishna
- Northeastern University, Boston, Massachusetts, USA
| | - J Li
- Northeastern University, Boston, Massachusetts, USA
| | - M Lu
- Northeastern University, Boston, Massachusetts, USA
| | - G Madigan
- Northeastern University, Boston, Massachusetts, USA
| | - D M Morse
- Northeastern University, Boston, Massachusetts, USA
| | - V Nguyen
- Northeastern University, Boston, Massachusetts, USA
| | - T Orimoto
- Northeastern University, Boston, Massachusetts, USA
| | - A Parker
- Northeastern University, Boston, Massachusetts, USA
| | - L Skinnari
- Northeastern University, Boston, Massachusetts, USA
| | | | - B Wang
- Northeastern University, Boston, Massachusetts, USA
| | - D Wood
- Northeastern University, Boston, Massachusetts, USA
| | | | - J Bueghly
- Northwestern University, Evanston, Illinois, USA
| | - Z Chen
- Northwestern University, Evanston, Illinois, USA
| | - K A Hahn
- Northwestern University, Evanston, Illinois, USA
| | - Y Liu
- Northwestern University, Evanston, Illinois, USA
| | - Y Miao
- Northwestern University, Evanston, Illinois, USA
| | - D G Monk
- Northwestern University, Evanston, Illinois, USA
| | - M H Schmitt
- Northwestern University, Evanston, Illinois, USA
| | - A Taliercio
- Northwestern University, Evanston, Illinois, USA
| | - M Velasco
- Northwestern University, Evanston, Illinois, USA
| | - R Band
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Bucci
- University of Notre Dame, Notre Dame, Indiana, USA
| | - S Castells
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Cremonesi
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Das
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Goldouzian
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Hildreth
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K W Ho
- University of Notre Dame, Notre Dame, Indiana, USA
| | | | - C Jessop
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Lannon
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Lawrence
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Loukas
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Lutton
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Mariano
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Marinelli
- University of Notre Dame, Notre Dame, Indiana, USA
| | - I Mcalister
- University of Notre Dame, Notre Dame, Indiana, USA
| | - T McCauley
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Mcgrady
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Mohrman
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Moore
- University of Notre Dame, Notre Dame, Indiana, USA
| | - Y Musienko
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Nelson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Osherson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Ruchti
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Townsend
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Wayne
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Yockey
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Zarucki
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Zygala
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Basnet
- The Ohio State University, Columbus, Ohio, USA
| | - B Bylsma
- The Ohio State University, Columbus, Ohio, USA
| | - M Carrigan
- The Ohio State University, Columbus, Ohio, USA
| | - L S Durkin
- The Ohio State University, Columbus, Ohio, USA
| | - C Hill
- The Ohio State University, Columbus, Ohio, USA
| | - M Joyce
- The Ohio State University, Columbus, Ohio, USA
| | - A Lesauvage
- The Ohio State University, Columbus, Ohio, USA
| | | | - K Wei
- The Ohio State University, Columbus, Ohio, USA
| | - B L Winer
- The Ohio State University, Columbus, Ohio, USA
| | - B R Yates
- The Ohio State University, Columbus, Ohio, USA
| | - F M Addesa
- Princeton University, Princeton, New Jersey, USA
| | | | - P Das
- Princeton University, Princeton, New Jersey, USA
| | - G Dezoort
- Princeton University, Princeton, New Jersey, USA
| | - P Elmer
- Princeton University, Princeton, New Jersey, USA
| | | | - B Greenberg
- Princeton University, Princeton, New Jersey, USA
| | - N Haubrich
- Princeton University, Princeton, New Jersey, USA
| | | | - G Kopp
- Princeton University, Princeton, New Jersey, USA
| | - S Kwan
- Princeton University, Princeton, New Jersey, USA
| | - D Lange
- Princeton University, Princeton, New Jersey, USA
| | - A Loeliger
- Princeton University, Princeton, New Jersey, USA
| | - D Marlow
- Princeton University, Princeton, New Jersey, USA
| | - I Ojalvo
- Princeton University, Princeton, New Jersey, USA
| | - J Olsen
- Princeton University, Princeton, New Jersey, USA
| | - D Stickland
- Princeton University, Princeton, New Jersey, USA
| | - C Tully
- Princeton University, Princeton, New Jersey, USA
| | - S Malik
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - A S Bakshi
- Purdue University, West Lafayette, Indiana, USA
| | - V E Barnes
- Purdue University, West Lafayette, Indiana, USA
| | - S Chandra
- Purdue University, West Lafayette, Indiana, USA
| | - R Chawla
- Purdue University, West Lafayette, Indiana, USA
| | - S Das
- Purdue University, West Lafayette, Indiana, USA
| | - A Gu
- Purdue University, West Lafayette, Indiana, USA
| | - L Gutay
- Purdue University, West Lafayette, Indiana, USA
| | - M Jones
- Purdue University, West Lafayette, Indiana, USA
| | - A W Jung
- Purdue University, West Lafayette, Indiana, USA
| | | | - A M Koshy
- Purdue University, West Lafayette, Indiana, USA
| | - M Liu
- Purdue University, West Lafayette, Indiana, USA
| | - G Negro
- Purdue University, West Lafayette, Indiana, USA
| | | | - G Paspalaki
- Purdue University, West Lafayette, Indiana, USA
| | - S Piperov
- Purdue University, West Lafayette, Indiana, USA
| | - A Purohit
- Purdue University, West Lafayette, Indiana, USA
| | - J F Schulte
- Purdue University, West Lafayette, Indiana, USA
| | | | - J Thieman
- Purdue University, West Lafayette, Indiana, USA
| | - A K Virdi
- Purdue University, West Lafayette, Indiana, USA
| | - F Wang
- Purdue University, West Lafayette, Indiana, USA
| | - W Xie
- Purdue University, West Lafayette, Indiana, USA
| | - J Dolen
- Purdue University Northwest, Hammond, Indiana, USA
| | - N Parashar
- Purdue University Northwest, Hammond, Indiana, USA
| | - A Pathak
- Purdue University Northwest, Hammond, Indiana, USA
| | - D Acosta
- Rice University, Houston, Texas, USA
| | - A Baty
- Rice University, Houston, Texas, USA
| | | | - S Dildick
- Rice University, Houston, Texas, USA
| | | | | | - S Freed
- Rice University, Houston, Texas, USA
| | - P Gardner
- Rice University, Houston, Texas, USA
| | | | - A Kumar
- Rice University, Houston, Texas, USA
| | - W Li
- Rice University, Houston, Texas, USA
| | | | | | - R Redjimi
- Rice University, Houston, Texas, USA
| | - J Rotter
- Rice University, Houston, Texas, USA
| | | | - Y Zhang
- Rice University, Houston, Texas, USA
| | - A Bodek
- University of Rochester, Rochester, New York, USA
| | - P de Barbaro
- University of Rochester, Rochester, New York, USA
| | - R Demina
- University of Rochester, Rochester, New York, USA
| | - J L Dulemba
- University of Rochester, Rochester, New York, USA
| | - C Fallon
- University of Rochester, Rochester, New York, USA
| | | | - O Hindrichs
- University of Rochester, Rochester, New York, USA
| | | | - P Parygin
- University of Rochester, Rochester, New York, USA
| | - E Popova
- University of Rochester, Rochester, New York, USA
| | - R Taus
- University of Rochester, Rochester, New York, USA
| | | | - K Goulianos
- The Rockefeller University, New York, New York, USA
| | - B Chiarito
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J P Chou
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Y Gershtein
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - E Halkiadakis
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Hart
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - M Heindl
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - D Jaroslawski
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - O Karacheban
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - I Laflotte
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Lath
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Montalvo
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - K Nash
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Routray
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Salur
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Schnetzer
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Somalwar
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Stone
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S A Thayil
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Thomas
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J Vora
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Wang
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Acharya
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Ally
- University of Tennessee, Knoxville, Tennessee, USA
| | - A G Delannoy
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Fiorendi
- University of Tennessee, Knoxville, Tennessee, USA
| | - T Holmes
- University of Tennessee, Knoxville, Tennessee, USA
| | | | - L Lee
- University of Tennessee, Knoxville, Tennessee, USA
| | - E Nibigira
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Spanier
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Aebi
- Texas A&M University, College Station, Texas, USA
| | - M Ahmad
- Texas A&M University, College Station, Texas, USA
| | - O Bouhali
- Texas A&M University, College Station, Texas, USA
| | - M Dalchenko
- Texas A&M University, College Station, Texas, USA
| | - R Eusebi
- Texas A&M University, College Station, Texas, USA
| | - J Gilmore
- Texas A&M University, College Station, Texas, USA
| | - T Huang
- Texas A&M University, College Station, Texas, USA
| | - T Kamon
- Texas A&M University, College Station, Texas, USA
| | - H Kim
- Texas A&M University, College Station, Texas, USA
| | - S Luo
- Texas A&M University, College Station, Texas, USA
| | - S Malhotra
- Texas A&M University, College Station, Texas, USA
| | - R Mueller
- Texas A&M University, College Station, Texas, USA
| | - D Overton
- Texas A&M University, College Station, Texas, USA
| | - D Rathjens
- Texas A&M University, College Station, Texas, USA
| | - A Safonov
- Texas A&M University, College Station, Texas, USA
| | - N Akchurin
- Texas Tech University, Lubbock, Texas, USA
| | - J Damgov
- Texas Tech University, Lubbock, Texas, USA
| | - V Hegde
- Texas Tech University, Lubbock, Texas, USA
| | - A Hussain
- Texas Tech University, Lubbock, Texas, USA
| | | | | | - S W Lee
- Texas Tech University, Lubbock, Texas, USA
| | - A Mankel
- Texas Tech University, Lubbock, Texas, USA
| | - T Mengke
- Texas Tech University, Lubbock, Texas, USA
| | | | - T Peltola
- Texas Tech University, Lubbock, Texas, USA
| | | | - A Whitbeck
- Texas Tech University, Lubbock, Texas, USA
| | - E Appelt
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Greene
- Vanderbilt University, Nashville, Tennessee, USA
| | - A Gurrola
- Vanderbilt University, Nashville, Tennessee, USA
| | - W Johns
- Vanderbilt University, Nashville, Tennessee, USA
| | | | - A Melo
- Vanderbilt University, Nashville, Tennessee, USA
| | - F Romeo
- Vanderbilt University, Nashville, Tennessee, USA
| | - P Sheldon
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Tuo
- Vanderbilt University, Nashville, Tennessee, USA
| | - J Velkovska
- Vanderbilt University, Nashville, Tennessee, USA
| | | | - B Cardwell
- University of Virginia, Charlottesville, Virginia, USA
| | - B Cox
- University of Virginia, Charlottesville, Virginia, USA
| | - J Hakala
- University of Virginia, Charlottesville, Virginia, USA
| | - R Hirosky
- University of Virginia, Charlottesville, Virginia, USA
| | - A Ledovskoy
- University of Virginia, Charlottesville, Virginia, USA
| | - A Li
- University of Virginia, Charlottesville, Virginia, USA
| | - C Neu
- University of Virginia, Charlottesville, Virginia, USA
| | | | - P E Karchin
- Wayne State University, Detroit, Michigan, USA
| | - A Aravind
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Banerjee
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - K Black
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - T Bose
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Dasu
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - I De Bruyn
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - P Everaerts
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C Galloni
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H He
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - M Herndon
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Herve
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C K Koraka
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Lanaro
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - R Loveless
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | | | - A Mallampalli
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Mohammadi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Mondal
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - G Parida
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Pinna
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Savin
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Shang
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Sharma
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W H Smith
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Teague
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H F Tsoi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W Vetens
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Warden
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Afanasiev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Yu Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Aushev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Azarkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Babaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Belyaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Blinov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Boos
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Borshch
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Budkouski
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Chekhovsky
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - R Chistov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Danilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Dermenev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Dimova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Druzhkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Dubinin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Dudko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Ershov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - G Gavrilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Gavrilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Gninenko
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Gorbunov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Gribushin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Ivanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Kachanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Kardapoltsev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Karjavine
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Karneyeu
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Kim
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirakosyan
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Kirpichnikov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirsanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Klyukhin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Kodolova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Konstantinov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Korenkov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Korotkikh
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Kozyrev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Krasnikov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Lanev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - P Levchenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Lychkovskaya
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Makarenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Malakhov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Matveev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Murzin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Nikitenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Obraztsov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Oreshkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Oskin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Palichik
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Perelygin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Petrov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Petrushanko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Polikarpov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Popov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Radchenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Savina
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Savrin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Shalaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shmatov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shulha
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Skovpen
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Slabospitskii
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Smirnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Snigirev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Sosnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Sulimov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Tcherniaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Terkulov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Teryaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Tlisova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Toropin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Uvarov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Uzunian
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Vorobyev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Voytishin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - B S Yuldashev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zarubin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Zhizhin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zhokin
- An institute or international laboratory covered by a cooperation agreement with CERN
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Li J, Wang W, Yang Z, Qiu L, Ren Y, Wang D, Li M, Li W, Gao F, Zhang J. Causal association of obesity with epigenetic aging and telomere length: a bidirectional mendelian randomization study. Lipids Health Dis 2024; 23:78. [PMID: 38475782 DOI: 10.1186/s12944-024-02042-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 02/05/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND In observational studies, there exists an association between obesity and epigenetic age as well as telomere length. However, varying and partially conflicting outcomes have notably arisen from distinct studies on this topic. In the present study, two-way Mendelian randomization was used to identify potential causal associations between obesity and epigenetic age and telomeres. METHODS A genome-wide association study was conducted using data from individuals of European ancestry to investigate bidirectional Mendelian randomization (MR) regarding the causal relationships between obesity, as indicated by three obesity indicators (body mass index or BMI, waist circumference adjusted for BMI or WCadjBMI, and waist-to-hip ratio adjusted for BMI or WHRadjBMI), and four epigenetic age measures (HannumAge, HorvathAge, GrimAge, PhenoAge), as well as telomere length. To assess these causal associations, various statistical methods were employed, including Inverse Variance Weighted (IVW), Weighted Median, MR Egger, Weighted Mode, and Simple Mode. To address the issue of multiple testing, we applied the Bonferroni correction. These methods were used to determine whether there is a causal link between obesity and epigenetic age, as well as telomere length, and to explore potential bidirectional relationships. Forest plots and scatter plots were generated to show causal associations between exposures and outcomes. For a comprehensive visualization of the results, leave-one-out sensitivity analysis plots, individual SNP-based forest plots for MR analysis, and funnel plots were included in the presentation of the results. RESULTS A strong causal association was identified between obesity and accelerated HannumAge, GrimAge, PhenoAge and telomere length shrinkage. The causal relationship between WCadjBMI and PhenoAge acceleration (OR: 2.099, 95%CI: 1.248-3.531, p = 0.005) was the strongest among them. However, only the p-values for the causal associations of obesity with GrimAge, PhenoAge, and telomere length met the criteria after correction using the Bonferroni multiple test. In the reverse MR analysis, there were statistically significant causal associations between HorvathAge, PhenoAge and GrimAge and BMI, but these associations exhibited lower effect sizes, as indicated by their Odds Ratios (ORs). Notably, sensitivity analysis revealed the robustness of the study results. CONCLUSIONS The present findings reveal a causal relationship between obesity and the acceleration of epigenetic aging as well as the reduction of telomere length, offering valuable insights for further scientific investigations aimed at developing strategies to mitigate the aging process in humans.
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Affiliation(s)
- Jixin Li
- Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China
| | - Wenru Wang
- Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China
| | - Zhenyu Yang
- Heilongjiang University Of Chinese Medicine, Harbin, China
| | - Linjie Qiu
- Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China
| | - Yan Ren
- Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China
| | - Dongling Wang
- Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China
| | - Meijie Li
- Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China
| | - Wenjie Li
- Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China
| | - Feng Gao
- Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China.
| | - Jin Zhang
- Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China.
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Wei XZ, Gao K, Zhang J, Zhao B, Liu ZG, Wu RQ, Ou MM, Zhang Q, Li W, Cheng Q, Xie YL, Zhang TY, Li YJ, Wang H, Wang ZM, Zhang W, Zhou J. [Effect of preemptive analgesia with ibuprofen on postoperative pain after mandibular third molar extraction: a randomized controlled trial]. Zhonghua Kou Qiang Yi Xue Za Zhi 2024; 59:230-236. [PMID: 38432654 DOI: 10.3760/cma.j.cn112144-20231203-00276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 03/05/2024]
Abstract
Objective: To evaluate the impact of preemptive analgesia with ibuprofen on postoperative pain following the extraction of impacted mandibular third molars in a Chinese population, aiming to provide a clinical reference for its application. Methods: This multicenter, randomized, double-blind, placebo-controlled parallel-group trial was conducted from April 2022 to October 2023 at the Capital Medical University School of Stomatology (40 cases), Beijing TianTan Hospital, Capital Medical University (22 cases), and Beijing Chao-Yang Hospital, Capital Medical University (20 cases). It included 82 patients with impacted mandibular third molars, with 41 in the ibuprofen group and 41 in the control group. Participants in the ibuprofen group received 300 mg of sustained-release ibuprofen capsules orally 15 min before surgery, while the control group received a placebo. Both groups were instructed to take sustained-release ibuprofen capsules as planned for 3 days post-surgery. Pain intensity was measured using the numerical rating scale at 30 min, 4 h, 6 h, 8 h, 24 h, 48 h, and 72 h after surgery, and the use of additional analgesic medication was recorded during days 4 to 6 postoperatively. Results: All 82 patients completed the study according to the protocol. No adverse events such as nausea, vomiting, or allergies were reported in either group during the trial. The ibuprofen group exhibited significantly lower pain scores at 4 h [2.0 (1.0, 4.0) vs. 4.0 (3.0, 5.0)] (Z=-3.73, P<0.001), 6 h [2.0 (1.0, 4.0) vs. 5.0(2.5, 6.0)] (Z=-3.38, P<0.001), and 8 h [2.0 (1.0, 4.0) vs. 5.0 (2.0, 6.0)] (Z=-2.11, P=0.035) postoperatively compared to the control group. There were no statistically significant differences in pain scores between the groups at 30 min, 24 h, 48 h, and 72 h postoperatively (P>0.05). Additionally, 11 out of 41 patients (26.8%) in the ibuprofen group and 23 out of 41 patients (56.1%) in the control group required extra analgesic medication between days 4 and 6 post-surgery, with the ibuprofen group taking significantly fewer additional pills [0.0 (0.0, 1.0) vs. 1.0 (0.0, 3.0)] (Z=-2.81, P=0.005). Conclusions: A pain management regimen involving 300 mg of oral sustained-release ibuprofen capsules administered 15 minutes before surgery and continued for 3 d postoperatively effectively reduces pain levels and the total amount of analgesic medication used after the extraction of impacted mandibular third molars. Considering its efficacy, safety, and cost-effectiveness, ibuprofen is recommended as a first-line drug for perioperative pain management, enhancing patient comfort during diagnosis and treatment in a feasible manner.
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Affiliation(s)
- X Z Wei
- Department of Emergency and General Dentistry, Capital Medical University School of Stomatology, Beijing 100050, China
| | - K Gao
- Department of VIP Dental Service, Capital Medical University School of Stomatology, Beijing 100050, China
| | - J Zhang
- Department of Oral Maxillofacial Surgery, Capital Medical University School of Stomatology, Beijing 100050, China
| | - B Zhao
- Department of Pharmacy, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Z G Liu
- Statistics Department, Pharmacology Base, Beijing Anzhen Hospital, Capital Medical University, Beijing 100011, China
| | - R Q Wu
- Department of Stomatology, Beijing TianTan Hospital, Capital Medical University, Beijing 100070, China
| | - M M Ou
- Department of Stomatology, Beijing TianTan Hospital, Capital Medical University, Beijing 100070, China
| | - Q Zhang
- Department of Stomatology, Beijing TianTan Hospital, Capital Medical University, Beijing 100070, China
| | - W Li
- Department of Stomatology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China
| | - Q Cheng
- Department of Stomatology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China
| | - Y L Xie
- Department of Stomatology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China
| | - T Y Zhang
- Department of VIP Dental Service, Capital Medical University School of Stomatology, Beijing 100050, China
| | - Y J Li
- Department of VIP Dental Service, Capital Medical University School of Stomatology, Beijing 100050, China
| | - H Wang
- Department of Stomatology, Beijing TianTan Hospital, Capital Medical University, Beijing 100070, China
| | - Z M Wang
- Department of Stomatology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China
| | - W Zhang
- Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing 100081, China
| | - J Zhou
- Department of VIP Dental Service, Capital Medical University School of Stomatology, Beijing 100050, China
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Ma C, Li W, Ke S, Lv J, Zhou T, Zou L. Identification of autism spectrum disorder using multiple functional connectivity-based graph convolutional network. Med Biol Eng Comput 2024:10.1007/s11517-024-03060-9. [PMID: 38457067 DOI: 10.1007/s11517-024-03060-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 02/23/2024] [Indexed: 03/09/2024]
Abstract
Presently, the combination of graph convolutional networks (GCN) with resting-state functional magnetic resonance imaging (rs-fMRI) data is a promising approach for early diagnosis of autism spectrum disorder (ASD). However, the prevalent approach involves exclusively full-brain functional connectivity data for disease classification using GCN, while overlooking the prior information related to the functional connectivity of brain subnetworks associated with ASD. Therefore, in this study, the multiple functional connectivity-based graph convolutional network (MFC-GCN) framework is proposed, using not only full brain functional connectivity data but also the established functional connectivity data from networks of key brain subnetworks associated with ASD, and the GCN is adopted to acquire complementary feature information for the final classification task. Given the heterogeneity within the Autism Brain Imaging Data Exchange (ABIDE) dataset, a novel External Attention Network Readout (EANReadout) is introduced. This design enables the exploration of potential subject associations, effectively addressing the dataset's heterogeneity. Experiments were conducted on the ABIDE dataset using the proposed framework, involving 714 subjects, and the average accuracy of the framework was 70.31%. The experimental results show that the proposed EANReadout outperforms the best traditional readout layer and improves the average accuracy of the framework by 4.32%.
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Affiliation(s)
- Chaoran Ma
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, 213164, Jiangsu, China
| | - Wenjie Li
- School of Microelectronics and Control Engineering, Changzhou University, Changzhou, 213164, Jiangsu, China
| | - Sheng Ke
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, 213164, Jiangsu, China
| | - Jidong Lv
- School of Microelectronics and Control Engineering, Changzhou University, Changzhou, 213164, Jiangsu, China
| | - Tiantong Zhou
- School of Microelectronics and Control Engineering, Changzhou University, Changzhou, 213164, Jiangsu, China
| | - Ling Zou
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, 213164, Jiangsu, China.
- School of Microelectronics and Control Engineering, Changzhou University, Changzhou, 213164, Jiangsu, China.
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Zhang H, Zhao Y, Li W, Chai Y, Gu X. Difference in mortality risk predicted by leukocyte and lymphocyte levels in COVID-19 patients infected with the Wild-type, Delta, and Omicron strains. Medicine (Baltimore) 2024; 103:e37516. [PMID: 38457534 PMCID: PMC10919463 DOI: 10.1097/md.0000000000037516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 01/01/2024] [Accepted: 02/15/2024] [Indexed: 03/10/2024] Open
Abstract
This study aimed to investigate the changing trends, level differences, and prognostic performance of the leukocyte and lymphocyte levels of patients infected with the Wild strains, Delta strains and Omicron strains to provide a reference for prognostic assessment. In the current study, we conducted a retrospective cross-sectional study to evaluate the changing trends, level differences, and prognostic performance of leukocyte and lymphocyte of different strains at admission and discharge may already exist in patients with coronavirus disease-2019 (COVID-19) infected with the Wild type, Delta, and Omicron strains. A retrospective cross-sectional study was conducted. We recruited and screened the 243 cases infected with the Wild-type strains in Wuhan, the 629 cases infected with the Delta and 116 cases infected strains with the Omicron strains in Xi'an. The leukocyte and lymphocyte levels were compared the cohort of Wild-type infection with the cohort of Delta and the Omicron. The changes in the levels of leukocytes and lymphocytes exhibit a completely opposite trend in patients with COVID-19 infected with the different strains. The lymphocyte level at admission and discharge in patients with COVID-19 infected with Omicron strains (area under curve [AUC] receiver operating characteristic curve [ROC] 72.8-90.2%, 82.8-97.2%) presented better performance compared patients with COVID-19 infected with Wild type strains (AUC ROC 60.9-80.7%, 82.3-97.2%) and Delta strains (AUC ROC 56.1-84.7%, 40.3-93.3%). Kaplan-Meier curves showed that the leukocyte levels above newly established cutoff values and the lymphocyte levels below newly established cutoff values had a significantly higher risk of in-hospital mortality in COVID-19 patients with Wild-type and Omicron strains (P < .01). The levels of leukocyte and lymphocyte at admission and discharge in patients with COVID-19 infected with the Wild type, Delta, and Omicron strains may be differences among strains, which indicates different death risks. Our research may help clinicians identify patients with a poor prognosis for severe acute respiratory syndrome coronavirus 2 infection.
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Affiliation(s)
- Hongjun Zhang
- Respiratory and Critical Care Medicine, Xi’an Chest Hospital, Xi’an, Shaanxi, PR China
- Infectious Disease Department, Wuhan Huoshenshan Hospital, Wuhan, Hubei, PR China
| | - Yanjun Zhao
- Respiratory and Critical Care Medicine, Xi’an Chest Hospital, Xi’an, Shaanxi, PR China
| | - Wenjie Li
- Respiratory and Critical Care Medicine, Xi’an Chest Hospital, Xi’an, Shaanxi, PR China
| | - Yaqin Chai
- Respiratory and Critical Care Medicine, Xi’an Chest Hospital, Xi’an, Shaanxi, PR China
| | - Xing Gu
- Respiratory and Critical Care Medicine, Xi’an Chest Hospital, Xi’an, Shaanxi, PR China
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Li W, Fu Y, Wang W. A real-world pharmacovigilance study investigating the toxicities of histone deacetylase inhibitors. Ann Hematol 2024:10.1007/s00277-024-05691-2. [PMID: 38453702 DOI: 10.1007/s00277-024-05691-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/01/2024] [Indexed: 03/09/2024]
Abstract
Histone deacetylase (HDAC) inhibitors are emerging as promising treatments for hematological malignancies, with potential applications extending to solid tumors in the future. Given their wide-ranging biological effects, there is a pressing need for a thorough understanding of the toxicities linked to HDAC inhibition. In this study, a pharmacovigilance analysis was conducted using the FDA Adverse Event Reporting System database. Suspected adverse events linked to HDAC inhibitors were detected through various statistical methodologies, including reporting odds ratio, proportional reporting ratio, information component, and Empirical Bayes Geometric Mean. Our study findings have illuminated that, among the total reported cases examined, gastrointestinal disorders accounted for 13% patients of the cohort, while lymphatic system disorders comprised 8% cases of the cohort, all of which manifested as adverse events induced by HDAC inhibitors. Importantly, the usage of HDAC inhibitors was found to be associated with incidents of atrial fibrillation, heart failure, respiratory failure, hepatic dysfunction, and acute kidney injury. Romidepsin and belinostat demonstrated more pronounced signals of adverse events compared to panobinostat and vorinostat, emphasizing the need for vigilant monitoring of adverse events in this particular population. Furthermore, atrial fibrillation (clinical priority score of 7 points) emerged as the paramount medical event warranting utmost clinical attention. Eventually, multiple adverse events were observe to emerge within the initial and second months following the initiation of treatment. Vigilant monitoring and supportive care strategies are critical in addressing the toxicities associated with HDAC inhibitors, particularly those concerning cardiotoxicity, respiratory toxicity, renal toxicity, and hepatotoxicity.
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Affiliation(s)
- Wenjie Li
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Yiming Fu
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Wei Wang
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China.
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Li X, Qi S, Li W, Liu X, Xue Z, Yu T, Xun G. Cohen syndrome combined with psychiatric symptoms: a case report. BMC Psychiatry 2024; 24:180. [PMID: 38439002 PMCID: PMC10913230 DOI: 10.1186/s12888-024-05626-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Accepted: 02/19/2024] [Indexed: 03/06/2024] Open
Abstract
BACKGROUND Cohen syndrome (CS) is a rare autosomal recessive inherited condition characterized by pathological changes affecting multiple systems. The extensive clinical variability associated with CS poses a significant diagnostic challenge. Additionally, there is limited documentation on the co-occurrence of CS with psychiatric symptoms. CASE REPORT We report a case of a 30-year-old patient exhibiting characteristic physical features and psychiatric symptoms. Whole exome sequencing identified two heterozygous variants, a nonsense variation c.4336 C > T and a missense mutation c.4729G > A. Integrating clinical manifestations with genetic test results, we established the diagnosis of CS combined with psychiatric symptoms. CONCLUSIONS This case introduces a novel missense variant as a candidate in the expanding array of VPS13B pathogenic variants. Its clinical significance remains unknown, and further investigation may broaden the spectrum of pathogenic variants associated with the VPS13B gene. Early diagnosis of CS is crucial for the prognosis of young children and holds significant importance for their families.
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Affiliation(s)
- Xinming Li
- Shandong Mental Health Center, Shandong University, Mail Code: 250014, 49# Wenhua Eastern Road, Jinan, Shandong Province, P.R. China
| | - Sufang Qi
- Shandong Mental Health Center, Shandong University, Mail Code: 250014, 49# Wenhua Eastern Road, Jinan, Shandong Province, P.R. China
| | - Wenjie Li
- Shandong Mental Health Center, Shandong University, Mail Code: 250014, 49# Wenhua Eastern Road, Jinan, Shandong Province, P.R. China
| | - Xin Liu
- Shandong Mental Health Center, Shandong University, Mail Code: 250014, 49# Wenhua Eastern Road, Jinan, Shandong Province, P.R. China
| | - Zhicheng Xue
- Shandong Mental Health Center, Shandong University, Mail Code: 250014, 49# Wenhua Eastern Road, Jinan, Shandong Province, P.R. China
| | - Tiangui Yu
- Shandong Mental Health Center, Shandong University, Mail Code: 250014, 49# Wenhua Eastern Road, Jinan, Shandong Province, P.R. China.
| | - Guanglei Xun
- Shandong Mental Health Center, Shandong University, Mail Code: 250014, 49# Wenhua Eastern Road, Jinan, Shandong Province, P.R. China.
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Li W, Dong P, Wang W. Unveiling the Link between Asthma and Cancer Risk: Shedding New Light through Mendelian Randomization. Arch Bronconeumol 2024; 60:191-194. [PMID: 38220588 DOI: 10.1016/j.arbres.2023.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 12/18/2023] [Accepted: 12/19/2023] [Indexed: 01/16/2024]
Affiliation(s)
- Wenjie Li
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, China
| | - Peixin Dong
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Wei Wang
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, China.
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Wang W, Jiang T, Wang S, Wang L, Li Z, Li W, Wang B. Low alkalinity, free ammonia, and free nitrous acid cooperatively stabilize partial nitrification under excessive aeration condition. Chemosphere 2024; 352:141447. [PMID: 38360413 DOI: 10.1016/j.chemosphere.2024.141447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 01/27/2024] [Accepted: 02/10/2024] [Indexed: 02/17/2024]
Abstract
In this study, a lab-scale sequencing batch reactor (SBR) was established to assess the feasibility of maintaining partial nitrification in treating high-ammonium wastewater under the condition of excessive aeration (1 L/min, 1289 min). Results showed that the average ammonia (NH4+-N) removal efficiency (ARE) was 93.4 ± 2.7% and the average nitrite accumulation ratio (NAR) was 90.7 ± 2.8% during 15-50 d. In a typical cycle, free ammonia (FA) and free nitrous acid (FNA) alternately inhibited the activity of nitrite oxidizing bacteria (NOB), while low alkalinity limited further nitrification at even excessive aeration. Metagenomic analysis revealed that the relative abundance of Nitrosomonas, as the ammonia oxidizing bacteria (AOB), was up to 1.61%, while NOB were not detected. Taken together, this study indicated partial nitrification was almost not affected by excessive aeration, demonstrating its robustness depending on the cooperative strategy of the low alkalinity limitation and the inhibition of FA and FNA.
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Affiliation(s)
- Wen Wang
- National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Engineering Research Center of Beijing, Beijing University of Technology, Beijing, 100124, China
| | - Tan Jiang
- National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Engineering Research Center of Beijing, Beijing University of Technology, Beijing, 100124, China
| | - Shuo Wang
- National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Engineering Research Center of Beijing, Beijing University of Technology, Beijing, 100124, China
| | - Lu Wang
- National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Engineering Research Center of Beijing, Beijing University of Technology, Beijing, 100124, China
| | - Zhiyuan Li
- National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Engineering Research Center of Beijing, Beijing University of Technology, Beijing, 100124, China
| | - Wenjie Li
- National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Engineering Research Center of Beijing, Beijing University of Technology, Beijing, 100124, China
| | - Bo Wang
- National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Engineering Research Center of Beijing, Beijing University of Technology, Beijing, 100124, China.
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Dong P, Li W, Deng J, Huang L, Liu B, Wang S, Xu X, Su Y, Lin Z, Li S, Gu J, Qiu Y, Zhou Y. Relationship between hemoglobin and lung cancer: evidence from Mendelian randomization and National Health and Nutrition Examination Survey. Clin Transl Oncol 2024; 26:623-629. [PMID: 37477785 DOI: 10.1007/s12094-023-03281-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 07/09/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND Lung cancer is the primary cause of cancer-related mortality worldwide. Hemoglobin (Hb) represents the most widely utilized test parameter in clinical settings. However, few articles have examined the causal relationship between Hb concentration and lung cancer incidence. METHODS Mendelian randomization (MR) was first conducted to investigate the potential causality between Hb and lung cancer. Sensitivity analyses were applied to validate the reliability of MR results. Then, the National Health and Nutrition Examination Survey (NHANES) database was used to verify the effect of Hb on the prognosis of lung cancer. RESULTS The MR analysis demonstrated that Hb was casually associated with the decreased risk of lung cancer in the European population (ORIVW 0.84, 95% CI 0.75-0.95, p = 0.006; ORWeighted-median 0.78, 95% CI 0.65-0.94, p = 0.008; ORMR-Egger 0.82, 95% CI 0.64-1.04, p = 0.11). The results from the NHANES database showed that a high value of Hb was associated with better outcomes for patients with lung cancer (HR 0.45, 95% CI 0.26-0.79, p = 1.6E-03). CONCLUSIONS Our study provides further evidence for the relationship between Hb levels and lung cancer, highlighting the potential significance of Hb as a biomarker for predicting the risk and prognosis of lung cancer.
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Affiliation(s)
- Peixin Dong
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Wenjie Li
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Jiating Deng
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Lixia Huang
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Baomo Liu
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Shuaishuai Wang
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Xiongye Xu
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Yan Su
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Ziying Lin
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Shaoli Li
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Jincui Gu
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Yanli Qiu
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Yanbin Zhou
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China.
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Li W, Wang Z, Jiang C, Hua C, Tang Y, Zhang H, Liu X, Zheng S, Wang Y, Gao M, Lv Q, Dong J, Ma C, Du X. Effect of Intensive Blood Pressure Control on Cardiovascular Outcomes in Cancer Survivors. Hypertension 2024; 81:620-628. [PMID: 38164752 DOI: 10.1161/hypertensionaha.123.22194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 12/13/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND To evaluate whether cancer modifies the effect of intensive blood pressure control on major cardiovascular outcomes. METHODS Using data of the SPRINT (Systolic Blood Pressure Intervention Trial), we compared the risk of the composite outcomes of myocardial infarction, other acute coronary syndromes, stroke, heart failure, and cardiovascular death in patients with and without a history of cancer. Using Cox proportional hazards regression, we tested interactions between history of cancer and intensive blood pressure control on major cardiovascular outcomes. RESULTS The study included a total of 9336 patients, with a mean age of 67.9±9.4 years, among whom 2066 (22.2%) were cancer survivors. Over a median follow-up of 3.2 years, 561 primary cardiovascular outcomes were observed. Cancer survivors had a similar risk of experiencing the primary outcome compared with patients without cancer after multivariable adjustment (adjusted hazard ratio, 0.94 [95% CI, 0.77-1.15]). Intensive blood pressure control reduced risk of the primary cardiovascular outcome similarly for cancer survivors (hazard ratio, 0.70 [95% CI, 0.51-0.97]) and patients without cancer (HR, 0.76 [95% CI, 0.63-0.93]; P for interaction 0.74). CONCLUSIONS In SPRINT study, intensive blood pressure treatment reduced the risk of major cardiovascular events in cancer survivors to a similar extent to that of patients without cancer. Cancer history not requiring active treatment in last 2 years should not be an obstacle to intensive treatment of hypertension. This post hoc analysis should be considered as hypothesis-generating and merit further clinical trial. REGISTRATION URL: https://www.clinicaltrials.gov; Unique identifier: NCT01206062.
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Affiliation(s)
- Wenjie Li
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Zhiyan Wang
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Chao Jiang
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Chang Hua
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Yangyang Tang
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Hao Zhang
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Xinru Liu
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Shiyue Zheng
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Yufeng Wang
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Mingyang Gao
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Qiang Lv
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Jianzeng Dong
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Henan Province, China (J.D.)
| | - Changsheng Ma
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
| | - Xin Du
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China (W.L., Z.W., C.J., C.H., Y.T., H.Z., X.L., S.Z., Y.W., M.G., Q.L., J.D., C.M., X.D.)
- Heart Health Research Center, Beijing, China (X.D.)
- George Institute for Global Health, Australia (X.D.)
- The University of New South Wales, Sydney, Australia (X.D.)
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Li W, Zhang J, Xu W. High-speed multihull anti-pitching control based on heave velocity and pitch angular velocity estimation. ISA Trans 2024; 146:380-391. [PMID: 38199839 DOI: 10.1016/j.isatra.2023.12.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 11/29/2023] [Accepted: 12/29/2023] [Indexed: 01/12/2024]
Abstract
This paper proposes a novel anti-pitching control algorithm based on algebraic model predictive control (AMPC) for high-speed multihull, in which the heave velocity and pitch angular velocity cannot be measured directly. Specifically, a multihull vertical control model is established with the employed anti-pitching appendages, and the uncertainty of the model as well as the coupling between heave and pitch motion are investigated. To address unmeasurable of the heave velocity and pitch angular velocity, a novel kinematics-based Kalman filter is designed to estimate these states online, which is substantially different from the existing works. Then, the AMPC strategy for varying receding-horizon optimization is proposed, which significantly reduces the amount of online calculation. To estimate the lumped uncertainty, the second-order filter data of input and output is used to design a disturbance observer with less parameters, which can perform feed-forward compensation to enhance the robustness. The convergence of the disturbance observer and the closed-loop system is analyzed mathematically. Finally, the advantages of the proposed anti-pitching control approach are demonstrated in both theory and simulation.
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Affiliation(s)
- W Li
- College of Information and Electrical Engineering, Hangzhou City University, Hangzhou, Zhejiang, 310015, China
| | - J Zhang
- Electrical and Information Engineering College, Jiangsu University, Zhenjiang, Jiangsu, 212013, China.
| | - W Xu
- Electrical and Information Engineering College, Jiangsu University, Zhenjiang, Jiangsu, 212013, China
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Zhang Q, Yin Z, Zhu C, Li W, Zhu H, Wang P, Zhang D, Zhao J, Zhang Y, Liu X. Effectiveness of indirect revascularization for adult hemorrhagic moyamoya disease: a 10-year follow-up study. J Neurosurg 2024; 140:764-773. [PMID: 37877987 DOI: 10.3171/2023.6.jns23727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Accepted: 06/14/2023] [Indexed: 10/26/2023]
Abstract
OBJECTIVE The optimal surgical approach for hemorrhagic moyamoya disease (hMMD) continues to be a topic of debate. The authors' prior research demonstrated that both combined and indirect revascularization were efficacious. However, questions remain regarding the long-term prognosis consistency between these two treatments. Therefore, the objective of this study was to evaluate and compare the enduring effects of these surgical modalities on adult hMMD, extending the findings of the authors' previous studies. METHODS The authors recruited patients diagnosed with hMMD between 2010 and 2015. The patients were categorized into two groups: those who underwent combined revascularization (superficial temporal artery-middle cerebral artery bypass alongside dural reverse application) and those who underwent indirect revascularization (encephaloduroarteriosynangiosis [EDAS]). The primary and secondary endpoints of this study were instances of rebleeding, confirmed with CT scan, and death resulting from rebleeding, respectively. The authors estimated rebleeding-free and death-free survival rates by utilizing the Kaplan-Meier survival method. They used Cox regression to adjust for confounders and to evaluate the effects of the varying surgical modalities on the endpoints. RESULTS After an average follow-up period of 114 months, 35 patients (28.6%) experienced 40 rebleeding events, yielding an average annual incidence of 3.5%. Of the 79 patients who received combined revascularization, 17 (21.5%) experienced rebleeding events. Similarly, of 43 patients who underwent EDAS, 18 (41.9%) experienced rebleeding events (p = 0.018). Most rebleeding instances occurred 61-120 months after surgery (21 patients [60%]), followed by 12-60 months (11 patients [31.4%]). Multivariate survival analysis highlighted significant differences in surgical outcomes (HR 0.33, 95% CI 0.15-0.74, p = 0.007). The authors observed that 8 patients (10.1%) died of rebleeding events in the combined group, as well as 10 patients (23.3%) in the EDAS group. Despite the lack of a statistically significant difference in mortality (p = 0.051), multivariable survival analysis found a significant difference (HR 0.31, 95% CI 0.10-0.97, p = 0.044). CONCLUSIONS High rebleeding rates persist in adult hMMD patients, even after revascularization. Combined revascularization proved superior to EDAS in preventing long-term rebleeding. In contrast, EDAS alone did not display a clear effect on reducing long-term rebleeding rates.
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Affiliation(s)
- Qihang Zhang
- 1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; and
| | - Zihan Yin
- 1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; and
| | - Chenyu Zhu
- 1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; and
| | - Wenjie Li
- 1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; and
| | - Huan Zhu
- 1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; and
| | - Peijiong Wang
- 1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; and
| | - Dong Zhang
- 2Department of Neurosurgery, Beijing Hospital, Beijing, China
| | - Jizong Zhao
- 1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; and
| | - Yan Zhang
- 1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; and
| | - Xingju Liu
- 1Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; and
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Wu H, Li W. Effect of UV irradiation on the densification behavior, microstructure, and microwave dielectric properties of low temperature sintering Al 2O 3 ceramics. Heliyon 2024; 10:e26328. [PMID: 38420478 PMCID: PMC10900944 DOI: 10.1016/j.heliyon.2024.e26328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/04/2024] [Accepted: 02/12/2024] [Indexed: 03/02/2024] Open
Abstract
In this paper, Al2O3 ceramics co-doped with 0.3 wt%CuO-0.6 wt%TiO2-0.1 wt%MnCO3 (CTM, the same below) were prepared. The effect of CTM and UV irradiation on the sintering behavior, microstructure, and microwave dielectric properties have been investigated systematically. The results indicate that the sintering temperature of Al2O3 ceramics could be effectively decreased to about 1200 °C by adding 1 wt% CTM. UV irradiation can further increase the density of the Al2O3 ceramics, improve its microstructure and microwave dielectric properties. By using the Al2O3 powders UV irradiated for 15 min as raw materials, CTM co-doped Al2O3 ceramics can sintered at 1200 °C with a high density of 3.93 g/cm3 and a very high Q × f value of 175,086 GHz.
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Affiliation(s)
- Hongxin Wu
- School of Materials Science and Engineering, East China University of Science and Technology, Shanghai, 200237, China
| | - W Li
- School of Materials Science and Engineering, East China University of Science and Technology, Shanghai, 200237, China
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Li C, Wang L, Su J, Li W, Tang Y, Zhao N, Lou L, Ou X, Jia D, Jiang J, Chen S, Chen F. A group VIIIa ethylene-responsive factor, CmERF4, negatively regulates waterlogging tolerance in chrysanthemum. J Exp Bot 2024; 75:1479-1492. [PMID: 37952115 DOI: 10.1093/jxb/erad451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 11/09/2023] [Indexed: 11/14/2023]
Abstract
Ethylene-responsive factors (ERF) play an important role in plant responses to waterlogging stress. However, the function and mechanism of action of ERFVIII in response to waterlogging stress remain poorly understood. In this study, we found that expression of the ERF VIIIa gene CmERF4 in chrysanthemum was induced by waterlogging stress. CmERF4 localized to the nucleus when expressed in tobacco leaves. Yeast two-hybrid and luciferase assays showed that CmERF4 is a transcriptional inhibitor. CmERF4 overexpression in chrysanthemum reduced plant waterlogging tolerance, whereas overexpression of the chimeric activator CmERF4-VP64 reversed its transcriptional activity, promoting higher waterlogging tolerance than that observed in wild-type plants, indicating that CmERF4 negatively regulates waterlogging tolerance. Transcriptome profiling showed that energy metabolism and reactive oxygen species (ROS) pathway-associated genes were differentially expressed between CmERF4-VP64 and wild-type plants. RT-qPCR analysis of selected energy metabolism and reactive oxygen species-related genes showed that the gene expression patterns were consistent with the expression levels obtained from RNA-seq analysis. Overall, we identified new functions of CmERF4 in negatively regulating chrysanthemum waterlogging tolerance by modulating energy metabolism and ROS pathway genes.
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Affiliation(s)
- Chuanwei Li
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Likai Wang
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Jiangshuo Su
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Wenjie Li
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Yun Tang
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Nan Zhao
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - La Lou
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Xiaoli Ou
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Diwen Jia
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Jiafu Jiang
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Sumei Chen
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
| | - Fadi Chen
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Zhongshan Biological Breeding Laboratory, Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration. College of Horticulture, Nanjing Agricultural University, 210095, Nanjing, China
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Hei P, Sai Y, Liu C, Li W, Wang J, Sun X, Song Y, Liu XX. Facilitating the Electrochemical Oxidation of ZnS through Iodide Catalysis for Aqueous Zinc-Sulfur Batteries. Angew Chem Int Ed Engl 2024; 63:e202316082. [PMID: 38196064 DOI: 10.1002/anie.202316082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/07/2024] [Accepted: 01/09/2024] [Indexed: 01/11/2024]
Abstract
Aqueous zinc-sulfur (Zn-S) batteries show great potential for unlocking high energy and safety aqueous batteries. Yet, the sluggish kinetic and poor redox reversibility of the sulfur conversion reaction in aqueous solution challenge the development of Zn-S batteries. Here, we fabricate a high-performance Zn-S battery using highly water-soluble ZnI2 as an effective catalyst. In situ experimental characterizations and theoretical calculations reveal that the strong interaction between I- and the ZnS nanoparticles (discharge product) leads to the atomic rearrangement of ZnS, weakening the Zn-S bonding, and thus facilitating the electrochemical oxidation reaction of ZnS to S. The aqueous Zn-S battery exhibited a high energy density of 742 Wh kg(sulfur) -1 at the power density of 210.8 W kg(sulfur) -1 and good cycling stability over 550 cycles. Our findings provide new insights about the iodide catalytic effect for cathode conversion reaction in Zn-S batteries, which is conducive to promoting the future development of high-performance aqueous batteries.
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Affiliation(s)
- Peng Hei
- Department of Chemistry, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
| | - Ya Sai
- Department of Chemistry, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
| | - Chang Liu
- Department of Chemistry, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
| | - Wenjie Li
- Department of Chemistry, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
| | - Jing Wang
- State Key Laboratory of Metastable Materials Science and Technology, Yanshan University, Qinhuangdao, 066004, China
| | - Xiaoqi Sun
- Department of Chemistry, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
- National Frontiers Science Center for Industrial Intelligence and Systems Optimization, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
| | - Yu Song
- Department of Chemistry, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
- National Frontiers Science Center for Industrial Intelligence and Systems Optimization, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
| | - Xiao-Xia Liu
- Department of Chemistry, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
- National Frontiers Science Center for Industrial Intelligence and Systems Optimization, Northeastern University, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
- Key Laboratory of Data Analytics and Optimization for Smart Industry (Northeastern University), Ministry of Education, 3-11, Wenhua Road, Heping district, Shenyang, 110819, China
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Zhang S, Ma Z, Li W, Shen Y, Xu Y, Liu G, Chang J, Li Z, Qin H, Tian B, Gong H, Liu D, Thuronyi B, Voigt C. EvoAI enables extreme compression and reconstruction of the protein sequence space. Res Sq 2024:rs.3.rs-3930833. [PMID: 38464127 PMCID: PMC10925456 DOI: 10.21203/rs.3.rs-3930833/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Designing proteins with improved functions requires a deep understanding of how sequence and function are related, a vast space that is hard to explore. The ability to efficiently compress this space by identifying functionally important features is extremely valuable. Here, we first establish a method called EvoScan to comprehensively segment and scan the high-fitness sequence space to obtain anchor points that capture its essential features, especially in high dimensions. Our approach is compatible with any biomolecular function that can be coupled to a transcriptional output. We then develop deep learning and large language models to accurately reconstruct the space from these anchors, allowing computational prediction of novel, highly fit sequences without prior homology-derived or structural information. We apply this hybrid experimental-computational method, which we call EvoAI, to a repressor protein and find that only 82 anchors are sufficient to compress the high-fitness sequence space with a compression ratio of 1048. The extreme compressibility of the space informs both applied biomolecular design and understanding of natural evolution.
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Li W, Wang W. Causal effects of exposure to ambient air pollution on cancer risk: Insights from genetic evidence. Sci Total Environ 2024; 912:168843. [PMID: 38029998 DOI: 10.1016/j.scitotenv.2023.168843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 11/22/2023] [Accepted: 11/22/2023] [Indexed: 12/01/2023]
Abstract
Air pollution has been increasingly linked to cancer risk. However, the genetic causality between air pollution and cancer risk remains poorly understood. To elucidate the potential roles of air pollution (NOx, NO2, PM2.5, PM course, and PM10) in the risk of 18 specific-site cancers, large-scale genome-wide association studies with a novel Mendelian randomization (MR) method were employed. Our MR analyses revealed significant associations between certain air pollutants and specific types of cancer. Specifically, a positive association was observed between NOx exposure and squamous cell lung cancer (OR: 1.96, 95%CI: 1.07-3.59, p = 0.03) as well as esophageal cancer (OR: 1.002, 95%CI: 1.001-1.003, p = 0.005). Genetically predicted NO2 exposure was found to be a risk factor for endometrial cancer (OR 1.41, 95%CI: 1.03-1.94, p = 0.03) and ovarian cancer (OR: 1.49, 95%CI: 1.14-1.95, p = 0.0037). Additionally, genetically predicted PM2.5 exposure was associated with an increased risk of ER+ breast cancer (OR: 1.24, 95%CI: 1.03-1.5, p = 0.02) and ER- breast cancer (OR: 2.57, 95%CI: 1.05-6.3, p = 0.04). PM course exposure was identified as a risk factor for glioma (OR: 487.28, 95%CI: 13.08-18,153, p = 0.0008), while PM10 exposure exerted a detrimental effect on mesothelioma (OR: 114.75, 95%CI: 1.14-11,500.11, p = 0.04) and esophageal cancer (OR: 1.01, 95%CI: 1.007-1.02, p = 0.03). These findings underscored the importance of mitigating air pollution to reduce the burden of cancer and highlight the need for further investigations to elucidate the underlying mechanisms involved in these associations.
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Affiliation(s)
- Wenjie Li
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China.
| | - Wei Wang
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China.
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Ni Y, Cai L, Gou X, Li W, Zhou M, Huang Y. Therapeutic effect of Sanhua decoction on rats with middle cerebral artery occlusion and the associated changes in gut microbiota and short-chain fatty acids. PLoS One 2024; 19:e0298148. [PMID: 38363776 PMCID: PMC10871490 DOI: 10.1371/journal.pone.0298148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 01/19/2024] [Indexed: 02/18/2024] Open
Abstract
Sanhua decoction (SHD), a traditional prescription, has long been used in treating ischemic stroke (IS). However, the therapeutic effect of SHD and the associated changes in gut microbiota and short-chain fatty acids (SCFAs) are uncertain. In this study, a rat model of IS was established by the middle cerebral artery occlusion (MCAO). By evaluating the cerebral infarct area and brain tissue pathology, it was found that SHD ameliorated IS-related symptoms in MCAO rats. Using 16S rRNA gene sequencing, we found that SHD reduced abnormally elevated Lactobacillus and opportunistic pathogens such as Desulfovibrio, but increased some beneficial bacteria that produce SCFAs, including Clostridia, Lachnospiraceae, Ruminococcaceae, and Coprococcus. KEGG analysis revealed that SHD regulates several pathways, including D-arginine and D-ornithine metabolism, polyketide sugar unit biosynthesis, and cyanoamino acid metabolism, which are significantly altered in MCAO rats. By gas chromatography-mass spectrometry detection of SCFAs, we found that fecal acetic acid, valeric acid, and caproic acid were significantly increased in MCAO rats, whereas propionic acid and isobutyric acid were decreased. SHD reversed the changes in acetic acid and propionic acid in the model rats and significantly increased fecal butyric acid. In addition, MCAO rats had significantly higher serum levels of acetic acid, butyric acid, isovaleric acid, and valeric acid, and lower levels of caproic acid. Altered serum levels of butyric acid, isovaleric acid, valeric acid, and caproic acid were restored, and the level of isobutyric acid was reduced after SHD administration. Spearman analysis revealed that cerebral infarct area had a strong correlation with Bifidobacterium, Desulfovibrio, Lachnospiraceae, Lactobacillus, acetic acid, valeric acid, and caproic acid. Overall, this study demonstrates for the first time that the effect of SHD on IS may be related to gut microbiota and SCFAs, providing a potential scientific explanation for the ameliorative effect of SHD on IS.
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Affiliation(s)
- Yiming Ni
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing Key Laboratory of Research of Chinese Medicine on Prevention and Treatment for Major Diseases, Beijing, China
| | - Liangyin Cai
- Department of Pharmacy, Zhongshan Hospital Wusong Branch, Fudan University, Shanghai, China
| | - Xiaojun Gou
- Central Laboratory, Baoshan District Hospital of Integrated Traditional Chinese and Western Medicine of Shanghai, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Wenjie Li
- Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing Key Laboratory of Research of Chinese Medicine on Prevention and Treatment for Major Diseases, Beijing, China
| | - Mingmei Zhou
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ying Huang
- Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing Key Laboratory of Research of Chinese Medicine on Prevention and Treatment for Major Diseases, Beijing, China
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Miao Y, Zhang L, Zhang D, Feng M, Zhang C, Zhao T, Song H, Zhong X, Jiang Z, Li L, Wei X, Li W, Li X. Effects of vitamin D and/or calcium intervention on sleep quality in individuals with prediabetes: a post hoc analysis of a randomized controlled trial. Eur J Nutr 2024:10.1007/s00394-024-03345-7. [PMID: 38366270 DOI: 10.1007/s00394-024-03345-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Accepted: 01/23/2024] [Indexed: 02/18/2024]
Abstract
PURPOSE The aim of this study was to evaluate the effects of vitamin D and/or calcium supplementation on sleep quality in individuals with prediabetes. METHODS A 24-week randomized controlled trial (RCT) was conducted in a 212 Chinese population with prediabetes. Participants were randomly assigned to four groups: vitamin D + calcium group (1600 IU/day + 500 mg/day, n = 53), vitamin D group (1600 IU/day, n = 54), calcium group (500 mg/day, n = 51), and control group (placebo, n = 54). The Pittsburgh Sleep Quality Index (PSQI) was used as the primary outcome to assess sleep quality. Questionnaires and fasting blood samples were collected at baseline and post-intervention for demographic assessment and correlation index analysis. RESULTS After a 24-week intervention, a significant difference was observed in serum 25(OH)D concentration among the four groups (P < 0.05), and the total PSQI score in vitamin D + calcium group was lower compared to the preintervention levels. Subgroup analyses revealed improved sleep quality with calcium supplementation (P < 0.05) for specific groups, including women, individuals with a low baseline 25(OH)D level (< 30 ng/mL), and individuals in menopause. Moreover, correlation analysis revealed a negative correlation between the extent of change in sleep efficiency scores before and after the calcium intervention and the degree of change in insulin efficiency scores (r = - 0.264, P = 0.007), as well as the magnitude of change in islet beta cell function (r = - 0.304, P = 0.002). CONCLUSIONS The combined intervention of vitamin D and calcium, as well as calcium interventions alone, exhibits substantial potential for improving sleep quality in individuals with prediabetes. CLINICAL TRIAL REGISTRATION The trial was registered in August 2019 as ChiCTR190002487.
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Affiliation(s)
- Yufan Miao
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Luoya Zhang
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Dongdong Zhang
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Mingming Feng
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Chunyang Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Department of Thoracic Surgery, Hami Central Hospital, Hami, Xinjiang, China
| | - Tong Zhao
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Hanlu Song
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Xiaoqin Zhong
- Sinopharm Xingsha Pharmaceuticals (Xiamen) Co. Ltd., Xiamen, Fujian, China
| | - Zhongyan Jiang
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Longkang Li
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Xiaonuo Wei
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Wenjie Li
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Xing Li
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China.
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Hayrapetyan A, Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Damanakis K, Dragicevic M, Escalante Del Valle A, Hussain PS, Jeitler M, Krammer N, Liko D, Mikulec I, Schieck J, Schöfbeck R, Schwarz D, Sonawane M, Templ S, Waltenberger W, Wulz CE, Darwish MR, Janssen T, Van Mechelen P, Bols ES, D'Hondt J, Dansana S, De Moor A, Delcourt M, El Faham H, Lowette S, Makarenko I, Müller D, Sahasransu AR, Tavernier S, Tytgat M, Van Putte S, Vannerom D, Clerbaux B, De Lentdecker G, Favart L, Hohov D, Jaramillo J, Khalilzadeh A, Lee K, Mahdavikhorrami M, Malara A, Paredes S, Pétré L, Postiau N, Thomas L, Vanden Bemden M, Vander Velde C, Vanlaer P, De Coen M, Dobur D, Hong Y, Knolle J, Lambrecht L, Mestdach G, Rendón C, Samalan A, Skovpen K, Van Den Bossche N, Wezenbeek L, Benecke A, Bruno G, Caputo C, Delaere C, Donertas IS, Giammanco A, Jaffel K, Jain S, Lemaitre V, Lidrych J, Mastrapasqua P, Mondal K, Tran TT, Wertz S, Alves GA, Coelho E, Hensel C, Menezes De Oliveira T, Moraes A, Rebello Teles P, Soeiro M, Aldá Júnior WL, Alves Gallo Pereira M, Barroso Ferreira Filho M, Brandao Malbouisson H, Carvalho W, Chinellato J, Da Costa EM, Da Silveira GG, De Jesus Damiao D, Fonseca De Souza S, Martins J, Mora Herrera C, Mota Amarilo K, Mundim L, Nogima H, Santoro A, Silva Do Amaral SM, Sznajder A, Thiel M, Vilela Pereira A, Bernardes CA, Calligaris L, Tomei TRFP, Gregores EM, Mercadante PG, Novaes SF, Orzari B, Padula SS, Aleksandrov A, Antchev G, Hadjiiska R, Iaydjiev P, Misheva M, Shopova M, Sultanov G, Dimitrov A, Ivanov T, Litov L, Pavlov B, Petkov P, Petrov A, Shumka E, Keshri S, Thakur S, Cheng T, Guo Q, Javaid T, Mittal M, Yuan L, Bauer G, Hu Z, Liu J, Yi K, Chen GM, Chen HS, Chen M, Iemmi F, Jiang CH, Kapoor A, Liao H, Liu ZA, Monti F, Shahzad MA, Sharma R, Song JN, Tao J, Wang C, Wang J, Wang Z, Zhang H, Agapitos A, Ban Y, Levin A, Li C, Li Q, Mao Y, Qian SJ, Sun X, Wang D, Yang H, Zhang L, Zhou C, You Z, Lu N, Gao X, Leggat D, Okawa H, Zhang Y, Lin Z, Lu C, Xiao M, Avila C, Barbosa Trujillo DA, Cabrera A, Florez C, Fraga J, Reyes Vega JA, Mejia Guisao J, Ramirez F, Rodriguez M, Ruiz Alvarez JD, Giljanovic D, Godinovic N, Lelas D, Sculac A, Kovac M, Sculac T, Bargassa P, Brigljevic V, Chitroda BK, Ferencek D, Mishra S, Starodumov A, Susa T, Attikis A, Christoforou K, Konstantinou S, Mousa J, Nicolaou C, Ptochos F, Razis PA, Rykaczewski H, Saka H, Stepennov A, Finger M, Finger M, Kveton A, Ayala E, Carrera Jarrin E, Assran Y, Elgammal S, Abdullah Al-Mashad M, Mahmoud MA, Dewanjee RK, Ehataht K, Kadastik M, Lange T, Nandan S, Nielsen C, Pata J, Raidal M, Tani L, Veelken C, Kirschenmann H, Osterberg K, Voutilainen M, Bharthuar S, Brücken E, Garcia F, Havukainen J, Kallonen KTS, Kim MS, Kinnunen R, Lampén T, Lassila-Perini K, Lehti S, Lindén T, Lotti M, Martikainen L, Myllymäki M, Rantanen MM, Siikonen H, Tuominen E, Tuominiemi J, Luukka P, Petrow H, Tuuva T, Besancon M, Couderc F, Dejardin M, Denegri D, Faure JL, Ferri F, Ganjour S, Gras P, Hamel de Monchenault G, Lohezic V, Malcles J, Rander J, Rosowsky A, Sahin MÖ, Savoy-Navarro A, Simkina P, Titov M, Baldenegro Barrera C, Beaudette F, Buchot Perraguin A, Busson P, Cappati A, Charlot C, Damas F, Davignon O, De Wit A, Falmagne G, Fontana Santos Alves BA, Ghosh S, Gilbert A, Granier de Cassagnac R, Hakimi A, Harikrishnan B, Kalipoliti L, Liu G, Motta J, Nguyen M, Ochando C, Portales L, Salerno R, Sarkar U, Sauvan JB, Sirois Y, Tarabini A, Vernazza E, Zabi A, Zghiche A, Agram JL, Andrea J, Apparu D, Bloch D, Brom JM, Chabert EC, Collard C, Falke S, Goerlach U, Grimault C, Haeberle R, Le Bihan AC, Sessini MA, Van Hove P, Beauceron S, Blancon B, Boudoul G, Chanon N, Choi J, Contardo D, Depasse P, Dozen C, El Mamouni H, Fay J, Gascon S, Gouzevitch M, Greenberg C, Grenier G, Ille B, Laktineh IB, Lethuillier M, Mirabito L, Perries S, Purohit A, Vander Donckt M, Verdier P, Xiao J, Khvedelidze A, Lomidze I, Tsamalaidze Z, Botta V, Feld L, Klein K, Lipinski M, Meuser D, Pauls A, Röwert N, Teroerde M, Diekmann S, Dodonova A, Eich N, Eliseev D, Engelke F, Erdmann M, Fackeldey P, Fischer B, Hebbeker T, Hoepfner K, Ivone F, Jung A, Lee MY, Mastrolorenzo L, Merschmeyer M, Meyer A, Mukherjee S, Noll D, Novak A, Nowotny F, Pozdnyakov A, Rath Y, Redjeb W, Rehm F, Reithler H, Sarkisovi V, Schmidt A, Schuler SC, Sharma A, Stein A, Torres Da Silva De Araujo F, Vigilante L, Wiedenbeck S, Zaleski S, Dziwok C, Flügge G, Haj Ahmad W, Kress T, Nowack A, Pooth O, Stahl A, Ziemons T, Zotz A, Aarup Petersen H, Aldaya Martin M, Alimena J, Amoroso S, An Y, Baxter S, Bayatmakou M, Becerril Gonzalez H, Behnke O, Belvedere A, Bhattacharya S, Blekman F, Borras K, Brunner D, Campbell A, Cardini A, Cheng C, Colombina F, Consuegra Rodríguez S, Correia Silva G, De Silva M, Eckerlin G, Eckstein D, Estevez Banos LI, Filatov O, Gallo E, Geiser A, Giraldi A, Greau G, Guglielmi V, Guthoff M, Hinzmann A, Jafari A, Jeppe L, Jomhari NZ, Kaech B, Kasemann M, Kaveh H, Kleinwort C, Kogler R, Komm M, Krücker D, Lange W, Leyva Pernia D, Lipka K, Lohmann W, Mankel R, Melzer-Pellmann IA, Mendizabal Morentin M, Metwally J, Meyer AB, Milella G, Mussgiller A, Nürnberg A, Otarid Y, Pérez Adán D, Ranken E, Raspereza A, Ribeiro Lopes B, Rübenach J, Saggio A, Scham M, Schnake S, Schütze P, Schwanenberger C, Selivanova D, Shchedrolosiev M, Sosa Ricardo RE, Sreelatha Pramod LP, Stafford D, Vazzoler F, Ventura Barroso A, Walsh R, Wang Q, Wen Y, Wichmann K, Wiens L, Wissing C, Wuchterl S, Yang Y, Zimermmane Castro Santos A, Albrecht A, Albrecht S, Antonello M, Bein S, Benato L, Bonanomi M, Connor P, Eich M, El Morabit K, Fischer Y, Fröhlich A, Garbers C, Garutti E, Grohsjean A, Hajheidari M, Haller J, Jabusch HR, Kasieczka G, Keicher P, Klanner R, Korcari W, Kramer T, Kutzner V, Labe F, Lange J, Lobanov A, Matthies C, Mehta A, Moureaux L, Mrowietz M, Nigamova A, Nissan Y, Paasch A, Pena Rodriguez KJ, Quadfasel T, Raciti B, Rieger M, Savoiu D, Schindler J, Schleper P, Schröder M, Schwandt J, Sommerhalder M, Stadie H, Steinbrück G, Tews A, Wolf M, Brommer S, Burkart M, Butz E, Chwalek T, Dierlamm A, Droll A, Faltermann N, Giffels M, Gottmann A, Hartmann F, Hofsaess R, Horzela M, Husemann U, Klute M, Koppenhöfer R, Link M, Lintuluoto A, Maier S, Mitra S, Mormile M, Müller T, Neukum M, Oh M, Quast G, Rabbertz K, Regnery B, Shadskiy N, Shvetsov I, Simonis HJ, Trevisani N, Ulrich R, van der Linden J, Von Cube RF, Wassmer M, Wieland S, Wittig F, Wolf R, Wunsch S, Zuo X, Anagnostou G, Assiouras P, Daskalakis G, Kyriakis A, Papadopoulos A, Stakia A, Kontaxakis P, Melachroinos G, Panagiotou A, Papavergou I, Paraskevas I, Saoulidou N, Theofilatos K, Tziaferi E, Vellidis K, Zisopoulos I, Bakas G, Chatzistavrou T, Karapostoli G, Kousouris K, Papakrivopoulos I, Siamarkou E, Tsipolitis G, Zacharopoulou A, Adamidis K, Bestintzanos I, Evangelou I, Foudas C, Gianneios P, Kamtsikis C, Katsoulis P, Kokkas P, Kosmoglou Kioseoglou PG, Manthos N, Papadopoulos I, Strologas J, Csanád M, Farkas K, Gadallah MMA, Kadlecsik Á, Major P, Mandal K, Pásztor G, Rádl AJ, Veres GI, Bartók M, Hajdu C, Horvath D, Sikler F, Veszpremi V, Raics P, Ujvari B, Zilizi G, Bencze G, Czellar S, Karancsi J, Molnar J, Szillasi Z, Csorgo T, Nemes F, Novak T, Babbar J, Bansal S, Beri SB, Bhatnagar V, Chaudhary G, Chauhan S, Dhingra N, Gupta R, Kaur A, Kaur A, Kaur H, Kaur M, Kumar S, Meena M, Sandeep K, Sheokand T, Singh JB, Singla A, Ahmed A, Bhardwaj A, Chhetri A, Choudhary BC, Kumar A, Naimuddin M, Ranjan K, Saumya S, Acharya S, Baradia S, Barman S, Bhattacharya S, Bhowmik D, Dutta S, Dutta S, Gomber B, Palit P, Saha G, Sahu B, Sarkar S, Ameen MM, Behera PK, Behera SC, Chatterjee S, Jana P, Kalbhor P, Komaragiri JR, Kumar D, Panwar L, Pradhan R, Pujahari PR, Saha NR, Sharma A, Sikdar AK, Verma S, Aziz T, Das I, Dugad S, Kumar M, Mohanty GB, Suryadevara P, Bala A, Banerjee S, Chatterjee RM, Guchait M, Jain S, Karmakar S, Kumar S, Majumder G, Mazumdar K, Mukherjee S, Parolia S, Thachayath A, Bahinipati 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Search for Scalar Leptoquarks Produced via τ-Lepton-Quark Scattering in pp Collisions at sqrt[s]=13 TeV. Phys Rev Lett 2024; 132:061801. [PMID: 38394587 DOI: 10.1103/physrevlett.132.061801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 12/19/2023] [Indexed: 02/25/2024]
Abstract
The first search for scalar leptoquarks produced in τ-lepton-quark collisions is presented. It is based on a set of proton-proton collision data recorded with the CMS detector at the LHC at a center-of-mass energy of 13 TeV corresponding to an integrated luminosity of 138 fb^{-1}. The reconstructed final state consists of a jet, significant missing transverse momentum, and a τ lepton reconstructed through its hadronic or leptonic decays. Limits are set on the product of the leptoquark production cross section and branching fraction and interpreted as exclusions in the plane of the leptoquark mass and the leptoquark-τ-quark coupling strength.
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Affiliation(s)
| | - A Tumasyan
- Yerevan Physics Institute, Yerevan, Armenia
| | - W Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - K Damanakis
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - P S Hussain
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | - J Schieck
- Institut für Hochenergiephysik, Vienna, Austria
| | - R Schöfbeck
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Schwarz
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Sonawane
- Institut für Hochenergiephysik, Vienna, Austria
| | - S Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C-E Wulz
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | - E S Bols
- Vrije Universiteit Brussel, Brussel, Belgium
| | - J D'Hondt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Dansana
- Vrije Universiteit Brussel, Brussel, Belgium
| | - A De Moor
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Delcourt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - H El Faham
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Lowette
- Vrije Universiteit Brussel, Brussel, Belgium
| | - I Makarenko
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Müller
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | - S Tavernier
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Tytgat
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Van Putte
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Vannerom
- Vrije Universiteit Brussel, Brussel, Belgium
| | - B Clerbaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - L Favart
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - D Hohov
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - J Jaramillo
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - K Lee
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - A Malara
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - S Paredes
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Pétré
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - N Postiau
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Thomas
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | | | - P Vanlaer
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - D Dobur
- Ghent University, Ghent, Belgium
| | - Y Hong
- Ghent University, Ghent, Belgium
| | - J Knolle
- Ghent University, Ghent, Belgium
| | | | | | - C Rendón
- Ghent University, Ghent, Belgium
| | | | | | | | | | - A Benecke
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I S Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Jaffel
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sa Jain
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - J Lidrych
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P Mastrapasqua
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - T T Tran
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G A Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - E Coelho
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - C Hensel
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | | | - A Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - P Rebello Teles
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - M Soeiro
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - W L Aldá Júnior
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - W Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - E M Da Costa
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G G Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - J Martins
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - K Mota Amarilo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Vilela Pereira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C A Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - L Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E M Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P G Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S F Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - B Orzari
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L Litov
- University of Sofia, Sofia, Bulgaria
| | - B Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P Petkov
- University of Sofia, Sofia, Bulgaria
| | - A Petrov
- University of Sofia, Sofia, Bulgaria
| | - E Shumka
- University of Sofia, Sofia, Bulgaria
| | - S Keshri
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - S Thakur
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - T Cheng
- Beihang University, Beijing, China
| | - Q Guo
- Beihang University, Beijing, China
| | - T Javaid
- Beihang University, Beijing, China
| | - M Mittal
- Beihang University, Beijing, China
| | - L Yuan
- Beihang University, Beijing, China
| | - G Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - Z Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - J Liu
- Department of Physics, Tsinghua University, Beijing, China
| | - K Yi
- Department of Physics, Tsinghua University, Beijing, China
| | - G M Chen
- Institute of High Energy Physics, Beijing, China
| | - H S Chen
- Institute of High Energy Physics, Beijing, China
| | - M Chen
- Institute of High Energy Physics, Beijing, China
| | - F Iemmi
- Institute of High Energy Physics, Beijing, China
| | - C H Jiang
- Institute of High Energy Physics, Beijing, China
| | - A Kapoor
- Institute of High Energy Physics, Beijing, China
| | - H Liao
- Institute of High Energy Physics, Beijing, China
| | - Z-A Liu
- Institute of High Energy Physics, Beijing, China
| | - F Monti
- Institute of High Energy Physics, Beijing, China
| | - M A Shahzad
- Institute of High Energy Physics, Beijing, China
| | - R Sharma
- Institute of High Energy Physics, Beijing, China
| | - J N Song
- Institute of High Energy Physics, Beijing, China
| | - J Tao
- Institute of High Energy Physics, Beijing, China
| | - C Wang
- Institute of High Energy Physics, Beijing, China
| | - J Wang
- Institute of High Energy Physics, Beijing, China
| | - Z Wang
- Institute of High Energy Physics, Beijing, China
| | - H Zhang
- Institute of High Energy Physics, Beijing, China
| | - A Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S J Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Sun
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - H Yang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - L Zhang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Zhou
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z You
- Sun Yat-Sen University, Guangzhou, China
| | - N Lu
- University of Science and Technology of China, Hefei, China
| | - X Gao
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - D Leggat
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - H Okawa
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Y Zhang
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Z Lin
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Lu
- Zhejiang University, Hangzhou, Zhejiang, China
| | - M Xiao
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Avila
- Universidad de Los Andes, Bogota, Colombia
| | | | - A Cabrera
- Universidad de Los Andes, Bogota, Colombia
| | - C Florez
- Universidad de Los Andes, Bogota, Colombia
| | - J Fraga
- Universidad de Los Andes, Bogota, Colombia
| | | | | | - F Ramirez
- Universidad de Antioquia, Medellin, Colombia
| | - M Rodriguez
- Universidad de Antioquia, Medellin, Colombia
| | | | - D Giljanovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - N Godinovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - D Lelas
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - A Sculac
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - M Kovac
- University of Split, Faculty of Science, Split, Croatia
| | - T Sculac
- University of Split, Faculty of Science, Split, Croatia
| | - P Bargassa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | | | - D Ferencek
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - S Mishra
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | - T Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - A Attikis
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J Mousa
- University of Cyprus, Nicosia, Cyprus
| | | | - F Ptochos
- University of Cyprus, Nicosia, Cyprus
| | - P A Razis
- University of Cyprus, Nicosia, Cyprus
| | | | - H Saka
- University of Cyprus, Nicosia, Cyprus
| | | | - M Finger
- Charles University, Prague, Czech Republic
| | - M Finger
- Charles University, Prague, Czech Republic
| | - A Kveton
- Charles University, Prague, Czech Republic
| | - E Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - Y Assran
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - S Elgammal
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | | | - M A Mahmoud
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - R K Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - T Lange
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - S Nandan
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Nielsen
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - J Pata
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - L Tani
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - H Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - S Bharthuar
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Havukainen
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M S Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - M Lotti
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M Myllymäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - M M Rantanen
- Helsinki Institute of Physics, Helsinki, Finland
| | - H Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Tuominiemi
- Helsinki Institute of Physics, Helsinki, Finland
| | - P Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - H Petrow
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - M Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J L Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - V Lohezic
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Ö Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P Simkina
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - C Baldenegro Barrera
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Cappati
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Damas
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A De Wit
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B A Fontana Santos Alves
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - S Ghosh
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Gilbert
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B Harikrishnan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Kalipoliti
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Liu
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J Motta
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Portales
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - U Sarkar
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J B Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Tarabini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - E Vernazza
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J-L Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Apparu
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-M Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E C Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Falke
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - U Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - R Haeberle
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A-C Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - M A Sessini
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Blancon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - N Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Choi
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Dozen
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Greenberg
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Grenier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I B Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Perries
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - A Purohit
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Verdier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Xiao
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | | | - I Lomidze
- Georgian Technical University, Tbilisi, Georgia
| | | | - V Botta
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - L Feld
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - K Klein
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Lipinski
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Meuser
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - A Pauls
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - N Röwert
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Teroerde
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - S Diekmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Dodonova
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - N Eich
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Eliseev
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Engelke
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Fackeldey
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - B Fischer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - K Hoepfner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Ivone
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Jung
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Y Lee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Mastrolorenzo
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Merschmeyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Meyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mukherjee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Noll
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Novak
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Nowotny
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Pozdnyakov
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - Y Rath
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - W Redjeb
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Rehm
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Reithler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - V Sarkisovi
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Schmidt
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S C Schuler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Sharma
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Stein
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - L Vigilante
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Wiedenbeck
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Zaleski
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Dziwok
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - G Flügge
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - W Haj Ahmad
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Kress
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Nowack
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Pooth
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Stahl
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Ziemons
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Zotz
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | | | | | - J Alimena
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Amoroso
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y An
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Bayatmakou
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Belvedere
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - F Blekman
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Cheng
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Colombina
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - M De Silva
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Filatov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Greau
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Guglielmi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Hinzmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Jeppe
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N Z Jomhari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - B Kaech
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Kogler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Komm
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - K Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - J Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A B Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Milella
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Mussgiller
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Nürnberg
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pérez Adán
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Ranken
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J Rübenach
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Scham
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Schnake
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P Schütze
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - D Selivanova
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | - D Stafford
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Vazzoler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Q Wang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Wiens
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Yang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - S Bein
- University of Hamburg, Hamburg, Germany
| | - L Benato
- University of Hamburg, Hamburg, Germany
| | | | - P Connor
- University of Hamburg, Hamburg, Germany
| | - M Eich
- University of Hamburg, Hamburg, Germany
| | | | - Y Fischer
- University of Hamburg, Hamburg, Germany
| | | | - C Garbers
- University of Hamburg, Hamburg, Germany
| | - E Garutti
- University of Hamburg, Hamburg, Germany
| | | | | | - J Haller
- University of Hamburg, Hamburg, Germany
| | | | | | - P Keicher
- University of Hamburg, Hamburg, Germany
| | - R Klanner
- University of Hamburg, Hamburg, Germany
| | - W Korcari
- University of Hamburg, Hamburg, Germany
| | - T Kramer
- University of Hamburg, Hamburg, Germany
| | - V Kutzner
- University of Hamburg, Hamburg, Germany
| | - F Labe
- University of Hamburg, Hamburg, Germany
| | - J Lange
- University of Hamburg, Hamburg, Germany
| | - A Lobanov
- University of Hamburg, Hamburg, Germany
| | | | - A Mehta
- University of Hamburg, Hamburg, Germany
| | | | | | | | - Y Nissan
- University of Hamburg, Hamburg, Germany
| | - A Paasch
- University of Hamburg, Hamburg, Germany
| | | | | | - B Raciti
- University of Hamburg, Hamburg, Germany
| | - M Rieger
- University of Hamburg, Hamburg, Germany
| | - D Savoiu
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | | | - H Stadie
- University of Hamburg, Hamburg, Germany
| | | | - A Tews
- University of Hamburg, Hamburg, Germany
| | - M Wolf
- University of Hamburg, Hamburg, Germany
| | - S Brommer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Burkart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Hofsaess
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Horzela
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Klute
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Link
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Lintuluoto
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Mormile
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Neukum
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Oh
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - B Regnery
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Shadskiy
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H J Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Trevisani
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - R F Von Cube
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wieland
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Wittig
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wunsch
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - X Zuo
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Assiouras
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Papadopoulos
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Melachroinos
- National and Kapodistrian University of Athens, Athens, Greece
| | - A Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Paraskevas
- National and Kapodistrian University of Athens, Athens, Greece
| | - N Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Zisopoulos
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Bakas
- National Technical University of Athens, Athens, Greece
| | | | - G Karapostoli
- National Technical University of Athens, Athens, Greece
| | - K Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - E Siamarkou
- National Technical University of Athens, Athens, Greece
| | - G Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | - K Adamidis
- University of Ioánnina, Ioánnina, Greece
| | | | | | - C Foudas
- University of Ioánnina, Ioánnina, Greece
| | | | | | | | - P Kokkas
- University of Ioánnina, Ioánnina, Greece
| | | | - N Manthos
- University of Ioánnina, Ioánnina, Greece
| | | | | | - M Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Farkas
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M M A Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - Á Kadlecsik
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A J Rádl
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G I Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M Bartók
- Wigner Research Centre for Physics, Budapest, Hungary
| | - C Hajdu
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Horvath
- Wigner Research Centre for Physics, Budapest, Hungary
| | - F Sikler
- Wigner Research Centre for Physics, Budapest, Hungary
| | - V Veszpremi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - P Raics
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - B Ujvari
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - G Zilizi
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - G Bencze
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - S Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - T Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - F Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - T Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - J Babbar
- Panjab University, Chandigarh, India
| | - S Bansal
- Panjab University, Chandigarh, India
| | - S B Beri
- Panjab University, Chandigarh, India
| | | | | | - S Chauhan
- Panjab University, Chandigarh, India
| | - N Dhingra
- Panjab University, Chandigarh, India
| | - R Gupta
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - H Kaur
- Panjab University, Chandigarh, India
| | - M Kaur
- Panjab University, Chandigarh, India
| | - S Kumar
- Panjab University, Chandigarh, India
| | - M Meena
- Panjab University, Chandigarh, India
| | - K Sandeep
- Panjab University, Chandigarh, India
| | | | - J B Singh
- Panjab University, Chandigarh, India
| | - A Singla
- Panjab University, Chandigarh, India
| | - A Ahmed
- University of Delhi, Delhi, India
| | | | | | | | - A Kumar
- University of Delhi, Delhi, India
| | | | - K Ranjan
- University of Delhi, Delhi, India
| | - S Saumya
- University of Delhi, Delhi, India
| | - S Acharya
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Baradia
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Barman
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | | | - D Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - M M Ameen
- Indian Institute of Technology Madras, Madras, India
| | - P K Behera
- Indian Institute of Technology Madras, Madras, India
| | - S C Behera
- Indian Institute of Technology Madras, Madras, India
| | - S Chatterjee
- Indian Institute of Technology Madras, Madras, India
| | - P Jana
- Indian Institute of Technology Madras, Madras, India
| | - P Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | | | - D Kumar
- Indian Institute of Technology Madras, Madras, India
| | - L Panwar
- Indian Institute of Technology Madras, Madras, India
| | - R Pradhan
- Indian Institute of Technology Madras, Madras, India
| | - P R Pujahari
- Indian Institute of Technology Madras, Madras, India
| | - N R Saha
- Indian Institute of Technology Madras, Madras, India
| | - A Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A K Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - S Verma
- Indian Institute of Technology Madras, Madras, India
| | - T Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - I Das
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M Kumar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G B Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - P Suryadevara
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - A Bala
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | | | - M Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - Sh Jain
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Parolia
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - A Thachayath
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A K Das
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - C Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Maity
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - T Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - V K Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - K Naskar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Sadangi
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Saha
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S K Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S Varghese
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Vats
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Alpana
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Laha
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | | | - E Khazaie
- Isfahan University of Technology, Isfahan, Iran
| | - M Zeinali
- Isfahan University of Technology, Isfahan, Iran
| | - S Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - S M Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | | | - M Abbrescia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - R Aly
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - A Colaleo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - D Creanza
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - B D' Anzi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - N De Filippis
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M De Palma
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Florio
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - W Elmetenawee
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - L Fiore
- INFN Sezione di Bari, Bari, Italy
| | - G Iaselli
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - G Maggi
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Maggi
- INFN Sezione di Bari, Bari, Italy
| | - I Margjeka
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - V Mastrapasqua
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S My
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Nuzzo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pellecchia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pompili
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Pugliese
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | | | - D Ramos
- INFN Sezione di Bari, Bari, Italy
| | | | | | - F M Simone
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | | | | | | | - A Zaza
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - C Battilana
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - R Campanini
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - P Capiluppi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A Castro
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - M Cuffiani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - T Diotalevi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Fabbri
- INFN Sezione di Bologna, Bologna, Italy
| | - A Fanfani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Fasanella
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - L Giommi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - C Grandi
- INFN Sezione di Bologna, Bologna, Italy
| | - L Guiducci
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Lo Meo
- INFN Sezione di Bologna, Bologna, Italy
| | - L Lunerti
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - G Masetti
- INFN Sezione di Bologna, Bologna, Italy
| | - F L Navarria
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - F Primavera
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A M Rossi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - T Rovelli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - G P Siroli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Costa
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - R Potenza
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - A Tricomi
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - C Tuve
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - G Bardelli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - B Camaiani
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - A Cassese
- INFN Sezione di Firenze, Firenze, Italy
| | | | - V Ciulli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - R D'Alessandro
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - E Focardi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - T Kello
- INFN Sezione di Firenze, Firenze, Italy
| | - G Latino
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - P Lenzi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - M Lizzo
- INFN Sezione di Firenze, Firenze, Italy
| | | | | | - A Papanastassiou
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - L Viliani
- INFN Sezione di Firenze, Firenze, Italy
| | - L Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Meola
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | | | - F Ferro
- INFN Sezione di Genova, Genova, Italy
| | - E Robutti
- INFN Sezione di Genova, Genova, Italy
| | - S Tosi
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - A Benaglia
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - G Boldrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - F Brivio
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Cetorelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F De Guio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M E Dinardo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Dini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Gennai
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - R Gerosa
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - A Ghezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Govoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Guzzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M T Lucchini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M Malberti
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Malvezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Massironi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - D Menasce
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - L Moroni
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M Paganoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Pedrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - S Ragazzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - T Tabarelli de Fatis
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Zuolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - A Cagnotta
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Carnevali
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - N Cavallo
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A De Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Fabozzi
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A O M Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - L Lista
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | | | - B Rossi
- INFN Sezione di Napoli, Napoli, Italy
| | - C Sciacca
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - R Ardino
- INFN Sezione di Padova, Padova, Italy
| | - P Azzi
- INFN Sezione di Padova, Padova, Italy
| | | | - D Bisello
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - A Bragagnolo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Carlin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - T Dorigo
- INFN Sezione di Padova, Padova, Italy
| | | | - F Fanzago
- INFN Sezione di Padova, Padova, Italy
| | - U Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Grosso
- INFN Sezione di Padova, Padova, Italy
| | - L Layer
- INFN Sezione di Padova, Padova, Italy
| | - E Lusiani
- INFN Sezione di Padova, Padova, Italy
| | - M Margoni
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Migliorini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - J Pazzini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Ronchese
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Rossin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Simonetto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Strong
- INFN Sezione di Padova, Padova, Italy
| | - M Tosi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Triossi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - S Ventura
- INFN Sezione di Padova, Padova, Italy
| | - H Yarar
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Zanetti
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Zotto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Zucchetta
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Zumerle
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - C Aimè
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - S Calzaferri
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - D Fiorina
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Montagna
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - V Re
- INFN Sezione di Pavia, Pavia, Italy
| | - C Riccardi
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - I Vai
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Vitulo
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - S Ajmal
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - P Asenov
- INFN Sezione di Perugia, Perugia, Italy
| | - G M Bilei
- INFN Sezione di Perugia, Perugia, Italy
| | - D Ciangottini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - L Fanò
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Magherini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G Mantovani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - V Mariani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | - A Piccinelli
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Presilla
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Rossi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Santocchia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - D Spiga
- INFN Sezione di Perugia, Perugia, Italy
| | - T Tedeschi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | | | - L Bianchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | | | - D Bruschini
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - M A Ciocci
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Cipriani
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - V D'Amante
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | - S Donato
- INFN Sezione di Pisa, Pisa, Italy
| | - A Giassi
- INFN Sezione di Pisa, Pisa, Italy
| | - F Ligabue
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - A Messineo
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Musich
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - F Palla
- INFN Sezione di Pisa, Pisa, Italy
| | - A Rizzi
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Rolandi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - T Sarkar
- INFN Sezione di Pisa, Pisa, Italy
| | | | | | - R Tenchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Tonelli
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - N Turini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | | | - P Barria
- INFN Sezione di Roma, Roma, Italy
| | - M Campana
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - L Cunqueiro Mendez
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - D Del Re
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - M Diemoz
- INFN Sezione di Roma, Roma, Italy
| | - F Errico
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - E Longo
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - J Mijuskovic
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - G Organtini
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - R Paramatti
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - C Quaranta
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - S Rahatlou
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - F Santanastasio
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - L Soffi
- INFN Sezione di Roma, Roma, Italy
| | - N Amapane
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Arcidiacono
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - S Argiro
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Arneodo
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | | | - R Bellan
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Bellora
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - C Biino
- INFN Sezione di Torino, Torino, Italy
| | | | - M Costa
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Covarelli
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - N Demaria
- INFN Sezione di Torino, Torino, Italy
| | - L Finco
- INFN Sezione di Torino, Torino, Italy
| | - M Grippo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - B Kiani
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Legger
- INFN Sezione di Torino, Torino, Italy
| | - F Luongo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - S Maselli
- INFN Sezione di Torino, Torino, Italy
| | - A Mecca
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Migliore
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Monteno
- INFN Sezione di Torino, Torino, Italy
| | | | - M M Obertino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - G Ortona
- INFN Sezione di Torino, Torino, Italy
| | - L Pacher
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | | | - M Ruspa
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - F Siviero
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Sola
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Solano
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Soldi
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Staiano
- INFN Sezione di Torino, Torino, Italy
| | - C Tarricone
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Tornago
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Trocino
- INFN Sezione di Torino, Torino, Italy
| | - G Umoret
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Vlasov
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - V Candelise
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - M Casarsa
- INFN Sezione di Trieste, Trieste, Italy
| | | | - K De Leo
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - G Della Ricca
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - S Dogra
- Kyungpook National University, Daegu, Korea
| | - J Hong
- Kyungpook National University, Daegu, Korea
| | - C Huh
- Kyungpook National University, Daegu, Korea
| | - B Kim
- Kyungpook National University, Daegu, Korea
| | - D H Kim
- Kyungpook National University, Daegu, Korea
| | - J Kim
- Kyungpook National University, Daegu, Korea
| | - H Lee
- Kyungpook National University, Daegu, Korea
| | - S W Lee
- Kyungpook National University, Daegu, Korea
| | - C S Moon
- Kyungpook National University, Daegu, Korea
| | - Y D Oh
- Kyungpook National University, Daegu, Korea
| | - M S Ryu
- Kyungpook National University, Daegu, Korea
| | - S Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y C Yang
- Kyungpook National University, Daegu, Korea
| | - G Bak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - P Gwak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - H Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D H Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - E Asilar
- Hanyang University, Seoul, Korea
| | - D Kim
- Hanyang University, Seoul, Korea
| | - T J Kim
- Hanyang University, Seoul, Korea
| | | | - J Park
- Hanyang University, Seoul, Korea
| | - S Choi
- Korea University, Seoul, Korea
| | - S Han
- Korea University, Seoul, Korea
| | - B Hong
- Korea University, Seoul, Korea
| | - K Lee
- Korea University, Seoul, Korea
| | - K S Lee
- Korea University, Seoul, Korea
| | - S Lee
- Korea University, Seoul, Korea
| | - J Park
- Korea University, Seoul, Korea
| | | | - J Yoo
- Korea University, Seoul, Korea
| | - J Goh
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - H S Kim
- Sejong University, Seoul, Korea
| | - Y Kim
- Sejong University, Seoul, Korea
| | - S Lee
- Sejong University, Seoul, Korea
| | - J Almond
- Seoul National University, Seoul, Korea
| | - J H Bhyun
- Seoul National University, Seoul, Korea
| | - J Choi
- Seoul National University, Seoul, Korea
| | - W Jun
- Seoul National University, Seoul, Korea
| | - J Kim
- Seoul National University, Seoul, Korea
| | - J S Kim
- Seoul National University, Seoul, Korea
| | - S Ko
- Seoul National University, Seoul, Korea
| | - H Kwon
- Seoul National University, Seoul, Korea
| | - H Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - B H Oh
- Seoul National University, Seoul, Korea
| | - S B Oh
- Seoul National University, Seoul, Korea
| | - H Seo
- Seoul National University, Seoul, Korea
| | - U K Yang
- Seoul National University, Seoul, Korea
| | - I Yoon
- Seoul National University, Seoul, Korea
| | - W Jang
- University of Seoul, Seoul, Korea
| | - D Y Kang
- University of Seoul, Seoul, Korea
| | - Y Kang
- University of Seoul, Seoul, Korea
| | - S Kim
- University of Seoul, Seoul, Korea
| | - B Ko
- University of Seoul, Seoul, Korea
| | | | - Y Lee
- University of Seoul, Seoul, Korea
| | - I C Park
- University of Seoul, Seoul, Korea
| | - Y Roh
- University of Seoul, Seoul, Korea
| | | | - S Yang
- University of Seoul, Seoul, Korea
| | - S Ha
- Yonsei University, Department of Physics, Seoul, Korea
| | - H D Yoo
- Yonsei University, Department of Physics, Seoul, Korea
| | - M Choi
- Sungkyunkwan University, Suwon, Korea
| | - M R Kim
- Sungkyunkwan University, Suwon, Korea
| | - H Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y Lee
- Sungkyunkwan University, Suwon, Korea
| | - I Yu
- Sungkyunkwan University, Suwon, Korea
| | - T Beyrouthy
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - Y Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | | | - A Gaile
- Riga Technical University, Riga, Latvia
| | - G Pikurs
- Riga Technical University, Riga, Latvia
| | | | - M Seidel
- Riga Technical University, Riga, Latvia
| | | | | | | | | | | | | | | | - I Yusuff
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J F Benitez
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | | | | | | | | | - A Sehrawat
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | - G Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - E De La Cruz-Burelo
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - R Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - A Sánchez Hernández
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | - I Bautista
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | - I Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - I Bubanja
- University of Montenegro, Podgorica, Montenegro
| | - N Raicevic
- University of Montenegro, Podgorica, Montenegro
| | - P H Butler
- University of Canterbury, Christchurch, New Zealand
| | - A Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I M Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H R Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W A Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V Avati
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - L Grzanka
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - M Malawski
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - H Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Muhammad
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - D Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | | | - A Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Bozzo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - N Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - T Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - A Petrilli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Pisano
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J W Wulff
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Adzic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - P Milenovic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - M Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - V Rekovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Cristina F Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Fernández Del Val
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J P Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M C Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J M Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M I Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C M Morcillo Perez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Perez Dengra
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D D Redondo Ferrero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Vazquez Escobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - B Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J R González Fernández
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Soto Rodríguez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Vico Villalba
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - P Vischia
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Bhowmik
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - S Blanco Fernández
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J A Brochero Cifuentes
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I J Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Fernandez Madrazo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Lasaosa García
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P Matorras Cuevas
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - E Navarrete Ramos
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J M Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | | | | | | | | | - K Liyanage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Perera
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Wickramage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - D Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Amendola
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Bilin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A A Bin Anuar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Brondolin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Caillol
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Chernyavskaya
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D d'Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M M Defranchis
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Forthomme
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Huber
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Leutgeb
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Maier
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A C Marini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Matthewman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Milosevic
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Piparo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Qu
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Shchelina
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A G Stahl Leiton
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Steen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Tropea
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Walter
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Wanczyk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K A Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zehetner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zejdl
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W D Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - L Caminada
- Paul Scherrer Institut, Villigen, Switzerland
| | - A Ebrahimi
- Paul Scherrer Institut, Villigen, Switzerland
| | - W Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | - H C Kaestli
- Paul Scherrer Institut, Villigen, Switzerland
| | - D Kotlinski
- Paul Scherrer Institut, Villigen, Switzerland
| | - C Lange
- Paul Scherrer Institut, Villigen, Switzerland
| | - M Missiroli
- Paul Scherrer Institut, Villigen, Switzerland
| | - L Noehte
- Paul Scherrer Institut, Villigen, Switzerland
| | - T Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - T K Aarrestad
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Androsov
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Backhaus
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Calandri
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Cazzaniga
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Datta
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A De Cosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Dissertori
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Dittmar
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Donegà
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Eble
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Galli
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Gedia
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Glessgen
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Grab
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Hits
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W Lustermann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A-M Lyon
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R A Manzoni
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Marchegiani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - L Marchese
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Martin Perez
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Mascellani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Nessi-Tedaldi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Pauss
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Perovic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S Pigazzini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M G Ratti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Reichmann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Reissel
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Reitenspiess
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B Ristic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Riti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Ruini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D A Sanz Becerra
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Seidita
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Steggemann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Valsecchi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Wallny
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Amsler
- Universität Zürich, Zurich, Switzerland
| | | | - C Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | - K Cormier
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Huwiler
- Universität Zürich, Zurich, Switzerland
| | - W Jin
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | | | - P Meiring
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - A Reimers
- Universität Zürich, Zurich, Switzerland
| | - P Robmann
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Senger
- Universität Zürich, Zurich, Switzerland
| | | | | | - C Adloff
- National Central University, Chung-Li, Taiwan
| | - C M Kuo
- National Central University, Chung-Li, Taiwan
| | - W Lin
- National Central University, Chung-Li, Taiwan
| | - P K Rout
- National Central University, Chung-Li, Taiwan
| | - P C Tiwari
- National Central University, Chung-Li, Taiwan
| | - S S Yu
- National Central University, Chung-Li, Taiwan
| | - L Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K F Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P S Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - Z G Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W-S Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - T H Hsu
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y W Kao
- National Taiwan University (NTU), Taipei, Taiwan
| | - R Khurana
- National Taiwan University (NTU), Taipei, Taiwan
| | - G Kole
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Y Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R-S Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - X F Su
- National Taiwan University (NTU), Taipei, Taiwan
| | | | - L S Tsai
- National Taiwan University (NTU), Taipei, Taiwan
| | - H Y Wu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - C Asawatangtrakuldee
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - N Srimanobhas
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - V Wachirapusitanand
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - D Agyel
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Boran
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Z S Demiroglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Dolek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Dumanoglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Eskut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Y Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Gurpinar Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Isik
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - O Kara
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Kayis Topaksu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U Kiminsu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Onengut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ozdemir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Polatoz
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Tali
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U G Tok
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Turkcapar
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Uslan
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I S Zorbakir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - M Yalvac
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - B Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E Gülmez
- Bogazici University, Istanbul, Turkey
| | - M Kaya
- Bogazici University, Istanbul, Turkey
| | - O Kaya
- Bogazici University, Istanbul, Turkey
| | - S Tekten
- Bogazici University, Istanbul, Turkey
| | - A Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K Cankocak
- Istanbul Technical University, Istanbul, Turkey
| | - Y Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S Sen
- Istanbul Technical University, Istanbul, Turkey
| | - O Aydilek
- Istanbul University, Istanbul, Turkey
| | - S Cerci
- Istanbul University, Istanbul, Turkey
| | | | | | - I Hos
- Istanbul University, Istanbul, Turkey
| | - B Isildak
- Istanbul University, Istanbul, Turkey
| | - B Kaynak
- Istanbul University, Istanbul, Turkey
| | | | - O Potok
- Istanbul University, Istanbul, Turkey
| | - H Sert
- Istanbul University, Istanbul, Turkey
| | - C Simsek
- Istanbul University, Istanbul, Turkey
| | | | | | - A Boyaryntsev
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - B Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | - D Anthony
- University of Bristol, Bristol, United Kingdom
| | - J J Brooke
- University of Bristol, Bristol, United Kingdom
| | - A Bundock
- University of Bristol, Bristol, United Kingdom
| | - F Bury
- University of Bristol, Bristol, United Kingdom
| | - E Clement
- University of Bristol, Bristol, United Kingdom
| | - D Cussans
- University of Bristol, Bristol, United Kingdom
| | - H Flacher
- University of Bristol, Bristol, United Kingdom
| | - M Glowacki
- University of Bristol, Bristol, United Kingdom
| | - J Goldstein
- University of Bristol, Bristol, United Kingdom
| | - H F Heath
- University of Bristol, Bristol, United Kingdom
| | - L Kreczko
- University of Bristol, Bristol, United Kingdom
| | - B Krikler
- University of Bristol, Bristol, United Kingdom
| | | | | | - V J Smith
- University of Bristol, Bristol, United Kingdom
| | - N Stylianou
- University of Bristol, Bristol, United Kingdom
| | | | - R White
- University of Bristol, Bristol, United Kingdom
| | - A H Ball
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K W Bell
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - A Belyaev
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - C Brew
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - R M Brown
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - C Cooke
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K V Ellis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K Harder
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - S Harper
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - M-L Holmberg
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - J Linacre
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - D M Newbold
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - E Olaiya
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - D Petyt
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Reis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - G Salvi
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Schuh
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - I R Tomalin
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Williams
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - P Bloch
- Imperial College, London, United Kingdom
| | - C E Brown
- Imperial College, London, United Kingdom
| | | | - V Cacchio
- Imperial College, London, United Kingdom
| | | | - G S Chahal
- Imperial College, London, United Kingdom
| | - D Colling
- Imperial College, London, United Kingdom
| | - J S Dancu
- Imperial College, London, United Kingdom
| | - P Dauncey
- Imperial College, London, United Kingdom
| | - G Davies
- Imperial College, London, United Kingdom
| | - J Davies
- Imperial College, London, United Kingdom
| | | | - S Fayer
- Imperial College, London, United Kingdom
| | - G Fedi
- Imperial College, London, United Kingdom
| | - G Hall
- Imperial College, London, United Kingdom
| | | | - A Howard
- Imperial College, London, United Kingdom
| | - G Iles
- Imperial College, London, United Kingdom
| | - M Knight
- Imperial College, London, United Kingdom
| | - J Langford
- Imperial College, London, United Kingdom
| | - L Lyons
- Imperial College, London, United Kingdom
| | - A-M Magnan
- Imperial College, London, United Kingdom
| | - S Malik
- Imperial College, London, United Kingdom
| | - A Martelli
- Imperial College, London, United Kingdom
| | | | - J Nash
- Imperial College, London, United Kingdom
| | - M Pesaresi
- Imperial College, London, United Kingdom
| | | | - A Richards
- Imperial College, London, United Kingdom
| | - A Rose
- Imperial College, London, United Kingdom
| | - C Seez
- Imperial College, London, United Kingdom
| | - R Shukla
- Imperial College, London, United Kingdom
| | - A Tapper
- Imperial College, London, United Kingdom
| | - K Uchida
- Imperial College, London, United Kingdom
| | - G P Uttley
- Imperial College, London, United Kingdom
| | - L H Vage
- Imperial College, London, United Kingdom
| | - T Virdee
- Imperial College, London, United Kingdom
| | | | - N Wardle
- Imperial College, London, United Kingdom
| | | | - K Coldham
- Brunel University, Uxbridge, United Kingdom
| | - J E Cole
- Brunel University, Uxbridge, United Kingdom
| | - A Khan
- Brunel University, Uxbridge, United Kingdom
| | - P Kyberd
- Brunel University, Uxbridge, United Kingdom
| | - I D Reid
- Brunel University, Uxbridge, United Kingdom
| | | | | | | | | | | | | | | | | | | | - S Sawant
- Baylor University, Waco, Texas, USA
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- Baylor University, Waco, Texas, USA
| | - J Wilson
- Baylor University, Waco, Texas, USA
| | - R Bartek
- Catholic University of America, Washington, DC, USA
| | - A Dominguez
- Catholic University of America, Washington, DC, USA
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- Catholic University of America, Washington, DC, USA
| | - R Uniyal
- Catholic University of America, Washington, DC, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S I Cooper
- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
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- The University of Alabama, Tuscaloosa, Alabama, USA
| | - P Rumerio
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - E Usai
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C West
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - R Yi
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - A Akpinar
- Boston University, Boston, Massachusetts, USA
| | - A Albert
- Boston University, Boston, Massachusetts, USA
| | - D Arcaro
- Boston University, Boston, Massachusetts, USA
| | - C Cosby
- Boston University, Boston, Massachusetts, USA
| | - Z Demiragli
- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
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- Boston University, Boston, Massachusetts, USA
| | - J Rohlf
- Boston University, Boston, Massachusetts, USA
| | - K Salyer
- Boston University, Boston, Massachusetts, USA
| | - D Sperka
- Boston University, Boston, Massachusetts, USA
| | - D Spitzbart
- Boston University, Boston, Massachusetts, USA
| | - I Suarez
- Boston University, Boston, Massachusetts, USA
| | - A Tsatsos
- Boston University, Boston, Massachusetts, USA
| | - S Yuan
- Boston University, Boston, Massachusetts, USA
| | - G Benelli
- Brown University, Providence, Rhode Island, USA
| | - X Coubez
- Brown University, Providence, Rhode Island, USA
| | - D Cutts
- Brown University, Providence, Rhode Island, USA
| | - M Hadley
- Brown University, Providence, Rhode Island, USA
| | - U Heintz
- Brown University, Providence, Rhode Island, USA
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- Brown University, Providence, Rhode Island, USA
| | - T Kwon
- Brown University, Providence, Rhode Island, USA
| | - G Landsberg
- Brown University, Providence, Rhode Island, USA
| | - K T Lau
- Brown University, Providence, Rhode Island, USA
| | - D Li
- Brown University, Providence, Rhode Island, USA
| | - J Luo
- Brown University, Providence, Rhode Island, USA
| | - S Mondal
- Brown University, Providence, Rhode Island, USA
| | - M Narain
- Brown University, Providence, Rhode Island, USA
| | - N Pervan
- Brown University, Providence, Rhode Island, USA
| | - S Sagir
- Brown University, Providence, Rhode Island, USA
| | - F Simpson
- Brown University, Providence, Rhode Island, USA
| | | | - W Y Wong
- Brown University, Providence, Rhode Island, USA
| | - X Yan
- Brown University, Providence, Rhode Island, USA
| | - W Zhang
- Brown University, Providence, Rhode Island, USA
| | - S Abbott
- University of California, Davis, Davis, California, USA
| | - J Bonilla
- University of California, Davis, Davis, California, USA
| | - C Brainerd
- University of California, Davis, Davis, California, USA
| | - R Breedon
- University of California, Davis, Davis, California, USA
| | | | - M Chertok
- University of California, Davis, Davis, California, USA
| | - M Citron
- University of California, Davis, Davis, California, USA
| | - J Conway
- University of California, Davis, Davis, California, USA
| | - P T Cox
- University of California, Davis, Davis, California, USA
| | - R Erbacher
- University of California, Davis, Davis, California, USA
| | - F Jensen
- University of California, Davis, Davis, California, USA
| | - O Kukral
- University of California, Davis, Davis, California, USA
| | - G Mocellin
- University of California, Davis, Davis, California, USA
| | - M Mulhearn
- University of California, Davis, Davis, California, USA
| | - D Pellett
- University of California, Davis, Davis, California, USA
| | - W Wei
- University of California, Davis, Davis, California, USA
| | - Y Yao
- University of California, Davis, Davis, California, USA
| | - F Zhang
- University of California, Davis, Davis, California, USA
| | - M Bachtis
- University of California, Los Angeles, California, USA
| | - R Cousins
- University of California, Los Angeles, California, USA
| | - A Datta
- University of California, Los Angeles, California, USA
| | - J Hauser
- University of California, Los Angeles, California, USA
| | - M Ignatenko
- University of California, Los Angeles, California, USA
| | - M A Iqbal
- University of California, Los Angeles, California, USA
| | - T Lam
- University of California, Los Angeles, California, USA
| | - E Manca
- University of California, Los Angeles, California, USA
| | - W A Nash
- University of California, Los Angeles, California, USA
| | - D Saltzberg
- University of California, Los Angeles, California, USA
| | - B Stone
- University of California, Los Angeles, California, USA
| | - V Valuev
- University of California, Los Angeles, California, USA
| | - R Clare
- University of California, Riverside, Riverside, California, USA
| | - M Gordon
- University of California, Riverside, Riverside, California, USA
| | - G Hanson
- University of California, Riverside, Riverside, California, USA
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- University of California, Riverside, Riverside, California, USA
| | - S Wimpenny
- University of California, Riverside, Riverside, California, USA
| | - J G Branson
- University of California, San Diego, La Jolla, California, USA
| | - S Cittolin
- University of California, San Diego, La Jolla, California, USA
| | - S Cooperstein
- University of California, San Diego, La Jolla, California, USA
| | - D Diaz
- University of California, San Diego, La Jolla, California, USA
| | - J Duarte
- University of California, San Diego, La Jolla, California, USA
| | - L Giannini
- University of California, San Diego, La Jolla, California, USA
| | - J Guiang
- University of California, San Diego, La Jolla, California, USA
| | - R Kansal
- University of California, San Diego, La Jolla, California, USA
| | - V Krutelyov
- University of California, San Diego, La Jolla, California, USA
| | - R Lee
- University of California, San Diego, La Jolla, California, USA
| | - J Letts
- University of California, San Diego, La Jolla, California, USA
| | - M Masciovecchio
- University of California, San Diego, La Jolla, California, USA
| | - F Mokhtar
- University of California, San Diego, La Jolla, California, USA
| | - M Pieri
- University of California, San Diego, La Jolla, California, USA
| | - M Quinnan
- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
| | - E Vourliotis
- University of California, San Diego, La Jolla, California, USA
| | - F Würthwein
- University of California, San Diego, La Jolla, California, USA
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- University of California, San Diego, La Jolla, California, USA
| | - A Yagil
- University of California, San Diego, La Jolla, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
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- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - C Campagnari
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - G Collura
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Dorsett
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Incandela
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Kilpatrick
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Kim
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A J Li
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - P Masterson
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Mei
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Oshiro
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Richman
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - U Sarica
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - R Schmitz
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - F Setti
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Sheplock
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - D Stuart
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - S Wang
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Bornheim
- California Institute of Technology, Pasadena, California, USA
| | - O Cerri
- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
| | - J M Lawhorn
- California Institute of Technology, Pasadena, California, USA
| | - J Mao
- California Institute of Technology, Pasadena, California, USA
| | - H B Newman
- California Institute of Technology, Pasadena, California, USA
| | - T Q Nguyen
- California Institute of Technology, Pasadena, California, USA
| | - M Spiropulu
- California Institute of Technology, Pasadena, California, USA
| | - J R Vlimant
- California Institute of Technology, Pasadena, California, USA
| | - C Wang
- California Institute of Technology, Pasadena, California, USA
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- California Institute of Technology, Pasadena, California, USA
| | - R Y Zhu
- California Institute of Technology, Pasadena, California, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S An
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M B Andrews
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - P Bryant
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - V Dutta
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Harilal
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - C Liu
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S Murthy
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M Paulini
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Roberts
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Sanchez
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - J P Cumalat
- University of Colorado Boulder, Boulder, Colorado, USA
| | - W T Ford
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Hassani
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | - E MacDonald
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Manganelli
- University of Colorado Boulder, Boulder, Colorado, USA
| | - F Marini
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Perloff
- University of Colorado Boulder, Boulder, Colorado, USA
| | - C Savard
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Schonbeck
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K Stenson
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K A Ulmer
- University of Colorado Boulder, Boulder, Colorado, USA
| | - S R Wagner
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Zipper
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | | | - X Chen
- Cornell University, Ithaca, New York, USA
| | | | - J Fan
- Cornell University, Ithaca, New York, USA
| | - X Fan
- Cornell University, Ithaca, New York, USA
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- Cornell University, Ithaca, New York, USA
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- Cornell University, Ithaca, New York, USA
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- Cornell University, Ithaca, New York, USA
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- Cornell University, Ithaca, New York, USA
| | - M Reid
- Cornell University, Ithaca, New York, USA
| | - A Ryd
- Cornell University, Ithaca, New York, USA
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- Cornell University, Ithaca, New York, USA
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- Cornell University, Ithaca, New York, USA
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- Cornell University, Ithaca, New York, USA
| | - M Albrow
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Alyari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Amram
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Apollinari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apresyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L A T Bauerdick
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Berry
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Berryhill
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P C Bhat
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Burkett
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J N Butler
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Canepa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G B Cerati
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H W K Cheung
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Chlebana
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Cummings
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Dickinson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Dutta
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V D Elvira
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Y Feng
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Freeman
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Gandrakota
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Z Gecse
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Gray
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Green
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Grummer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Grünendahl
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Guerrero
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Gutsche
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R M Harris
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Heller
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T C Herwig
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Hirschauer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Horyn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Jindariani
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Johnson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - U Joshi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Klijnsma
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Klima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K H M Kwok
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Lammel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Lincoln
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Lipton
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Madrid
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Maeshima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Mantilla
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Mason
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P McBride
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Merkel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Mrenna
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Nahn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Ngadiuba
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Noonan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V Papadimitriou
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N Pastika
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Pedro
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Pena
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Ravera
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - L Ristori
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - N Smith
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Soha
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Spiegel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Stoynev
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Taylor
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N V Tran
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Uplegger
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - E W Vaandering
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Zoi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Aruta
- University of Florida, Gainesville, Florida, USA
| | - P Avery
- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
| | | | - N Rawal
- University of Florida, Gainesville, Florida, USA
| | - D Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - S Rosenzweig
- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- University of Florida, Gainesville, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida State University, Tallahassee, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
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- Florida Institute of Technology, Melbourne, Florida, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Rudrabhatla
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - N Varelas
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
| | - O Neogi
- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- The University of Iowa, Iowa City, Iowa, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- Johns Hopkins University, Baltimore, Maryland, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
| | - M Pitt
- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
| | - C Royon
- The University of Kansas, Lawrence, Kansas, USA
| | - R Salvatico
- The University of Kansas, Lawrence, Kansas, USA
| | - S Sanders
- The University of Kansas, Lawrence, Kansas, USA
| | - C Smith
- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- The University of Kansas, Lawrence, Kansas, USA
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- Kansas State University, Manhattan, Kansas, USA
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- Kansas State University, Manhattan, Kansas, USA
| | - K Kaadze
- Kansas State University, Manhattan, Kansas, USA
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- Kansas State University, Manhattan, Kansas, USA
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- Kansas State University, Manhattan, Kansas, USA
| | - K Nam
- Kansas State University, Manhattan, Kansas, USA
| | - J Natoli
- Kansas State University, Manhattan, Kansas, USA
| | - D Roy
- Kansas State University, Manhattan, Kansas, USA
| | | | - F Rebassoo
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - D Wright
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - E Adams
- University of Maryland, College Park, Maryland, USA
| | - A Baden
- University of Maryland, College Park, Maryland, USA
| | - O Baron
- University of Maryland, College Park, Maryland, USA
| | - A Belloni
- University of Maryland, College Park, Maryland, USA
| | - A Bethani
- University of Maryland, College Park, Maryland, USA
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- University of Maryland, College Park, Maryland, USA
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- University of Maryland, College Park, Maryland, USA
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- University of Maryland, College Park, Maryland, USA
| | - S Jabeen
- University of Maryland, College Park, Maryland, USA
| | - R G Kellogg
- University of Maryland, College Park, Maryland, USA
| | - T Koeth
- University of Maryland, College Park, Maryland, USA
| | - Y Lai
- University of Maryland, College Park, Maryland, USA
| | - S Lascio
- University of Maryland, College Park, Maryland, USA
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- University of Maryland, College Park, Maryland, USA
| | - S Nabili
- University of Maryland, College Park, Maryland, USA
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- University of Maryland, College Park, Maryland, USA
| | | | - M M Paranjpe
- University of Maryland, College Park, Maryland, USA
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- University of Maryland, College Park, Maryland, USA
| | - K Wong
- University of Maryland, College Park, Maryland, USA
| | - J Bendavid
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - W Busza
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - I A Cali
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y Chen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M D'Alfonso
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Eysermans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P Harris
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Rothman
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Wyslouch
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Saradhy
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Schroeder
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Strobbe
- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Minnesota, Minneapolis, Minnesota, USA
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- University of Mississippi, Oxford, Mississippi, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- State University of New York at Buffalo, Buffalo, New York, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northeastern University, Boston, Massachusetts, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- Northwestern University, Evanston, Illinois, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Hildreth
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K W Ho
- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
| | - I Mcalister
- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Townsend
- University of Notre Dame, Notre Dame, Indiana, USA
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- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Yockey
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Zarucki
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Zygala
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Basnet
- The Ohio State University, Columbus, Ohio, USA
| | - B Bylsma
- The Ohio State University, Columbus, Ohio, USA
| | - M Carrigan
- The Ohio State University, Columbus, Ohio, USA
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- The Ohio State University, Columbus, Ohio, USA
| | - C Hill
- The Ohio State University, Columbus, Ohio, USA
| | - M Joyce
- The Ohio State University, Columbus, Ohio, USA
| | - A Lesauvage
- The Ohio State University, Columbus, Ohio, USA
| | | | - K Wei
- The Ohio State University, Columbus, Ohio, USA
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- The Ohio State University, Columbus, Ohio, USA
| | - B R Yates
- The Ohio State University, Columbus, Ohio, USA
| | - F M Addesa
- Princeton University, Princeton, New Jersey, USA
| | | | - P Das
- Princeton University, Princeton, New Jersey, USA
| | - G Dezoort
- Princeton University, Princeton, New Jersey, USA
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- Princeton University, Princeton, New Jersey, USA
| | | | - B Greenberg
- Princeton University, Princeton, New Jersey, USA
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- Princeton University, Princeton, New Jersey, USA
| | | | - G Kopp
- Princeton University, Princeton, New Jersey, USA
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- Princeton University, Princeton, New Jersey, USA
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- Princeton University, Princeton, New Jersey, USA
| | - A Loeliger
- Princeton University, Princeton, New Jersey, USA
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- Princeton University, Princeton, New Jersey, USA
| | - I Ojalvo
- Princeton University, Princeton, New Jersey, USA
| | - J Olsen
- Princeton University, Princeton, New Jersey, USA
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- Princeton University, Princeton, New Jersey, USA
| | - D Stickland
- Princeton University, Princeton, New Jersey, USA
| | - C Tully
- Princeton University, Princeton, New Jersey, USA
| | - S Malik
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - A S Bakshi
- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University, West Lafayette, Indiana, USA
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- Purdue University Northwest, Hammond, Indiana, USA
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- Purdue University Northwest, Hammond, Indiana, USA
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- Purdue University Northwest, Hammond, Indiana, USA
| | - D Acosta
- Rice University, Houston, Texas, USA
| | - A Baty
- Rice University, Houston, Texas, USA
| | | | - S Dildick
- Rice University, Houston, Texas, USA
| | | | | | - S Freed
- Rice University, Houston, Texas, USA
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- Rice University, Houston, Texas, USA
| | | | - A Kumar
- Rice University, Houston, Texas, USA
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- Rice University, Houston, Texas, USA
| | | | | | - R Redjimi
- Rice University, Houston, Texas, USA
| | - J Rotter
- Rice University, Houston, Texas, USA
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- Rice University, Houston, Texas, USA
| | - A Bodek
- University of Rochester, Rochester, New York, USA
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- University of Rochester, Rochester, New York, USA
| | - R Demina
- University of Rochester, Rochester, New York, USA
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- University of Rochester, Rochester, New York, USA
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- University of Rochester, Rochester, New York, USA
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- University of Rochester, Rochester, New York, USA
| | | | - P Parygin
- University of Rochester, Rochester, New York, USA
| | - E Popova
- University of Rochester, Rochester, New York, USA
| | - R Taus
- University of Rochester, Rochester, New York, USA
| | | | - K Goulianos
- The Rockefeller University, New York, New York, USA
| | - B Chiarito
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Y Gershtein
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - D Jaroslawski
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - O Karacheban
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - I Laflotte
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Lath
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Montalvo
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Routray
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
| | - E Nibigira
- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Vanderbilt University, Nashville, Tennessee, USA
| | - S Greene
- Vanderbilt University, Nashville, Tennessee, USA
| | - A Gurrola
- Vanderbilt University, Nashville, Tennessee, USA
| | - W Johns
- Vanderbilt University, Nashville, Tennessee, USA
| | | | - A Melo
- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
| | - A Li
- University of Virginia, Charlottesville, Virginia, USA
| | - C Neu
- University of Virginia, Charlottesville, Virginia, USA
| | | | - P E Karchin
- Wayne State University, Detroit, Michigan, USA
| | - A Aravind
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Banerjee
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - I De Bruyn
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - P Everaerts
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - R Loveless
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Mohammadi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Mondal
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - G Parida
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Shang
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W H Smith
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H F Tsoi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W Vetens
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Warden
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Afanasiev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Yu Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Aushev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Azarkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Babaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Belyaev
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Boos
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Dudko
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Ivanov
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Kardapoltsev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Karjavine
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Karneyeu
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirakosyan
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Korenkov
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Radchenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Savina
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Savrin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Shalaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shmatov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shulha
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Skovpen
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Slabospitskii
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Smirnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Sosnov
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Tlisova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Toropin
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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Lu JY, Pan HW, Sun EH, Li W, Wang HX, Zhao XL, Wang HC. [System analysis of the ecological distribution of bacteriophages in hospital wastewater]. Zhonghua Yu Fang Yi Xue Za Zhi 2024; 58:241-247. [PMID: 38387957 DOI: 10.3760/cma.j.cn112150-20230913-00189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 02/24/2024]
Abstract
Phage therapy is one of the most important tools for the treatment of infections with multi-drug resistant bacteria. Such phages are usually isolated from hospital effluents, however, no systematic study on the distribution of phages in hospital effluents has been conducted so far. The aim of this study was to isolate the corresponding phages of common pathogenic bacteria isolated in the clinic as hosts, so as to assess the ecological distribution of phages in hospital wastewater and to provide a reference for the isolation and application of phages of drug-resistant bacteria in the clinic. A cross-sectional study design was used in this study. The 125 pathogenic bacteria (belonging to 16 different strains) isolated from the clinical microbiology laboratory of Qilu Hospital of Shandong University from May to June 2023 were selected as the target strains, and the phages corresponding to these strains were isolated and purified from the hospital wastewater by using the double-layer plate sandwich method. At the same time, the distribution of pathogenic bacteria in the same batch of wastewater was analyzed with the help of mNGS sequencing technology, so as to preliminarily investigate the abundance correspondence between pathogenic bacteria and phages in wastewater. The results showed that a total of 56 phage strains were isolated from 125 clinical pathogens as hosts, corresponding to six pathogens, including Acinetobacter baumannii, Klebsiella pneumoniae, Escherichia coli, Staphylococcus aureus, Pseudomonas aeruginosa, and Stenotrophomonas maltophilia. All six pathogenic bacteria contained strains with different degrees of drug resistance, with a higher percentage of multi-drug resistant strains in A. baumannii, Escherichia coli and P. aeruginosa. The phage acquisition rates of these six pathogens were, in descending order, Escherichia coli (80%), Stenotrophomonas maltophilia (75%), Pseudomonas aeruginosa (70%), Klebsiella pneumoniae (66.67%), Acinetobacter baumannii (36.36%) and Staphylococcus aureus (12.5%). Preliminary mNGS sequencing results showed that the pathogenic bacteria with higher abundance in the batch of effluent were Enterococcus faecalis, Klebsiella pneumoniae, Escherichia coli, Enterococcus faecalis, Acinetobacter baumannii, Klebsiella aerogenes, Klebsiella michiganensis and Pseudomonas aeruginosa. In conclusion, phages of most common clinical Gram-negative pathogens were isolated from hospital wastewater with high isolation rates; however, phages of Gram-positive pathogens were isolated at lower rates, and only phages corresponding to Staphylococcus aureus were isolated in this study. The corresponding mNGS sequencing results showed that the distribution of Gram-negative pathogens in sewage may had a positive correlation with the ecological distribution of phages.
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Affiliation(s)
- J Y Lu
- School of Public Health, Shandong University, Jinan 250012, China
| | - H W Pan
- Department of Laboratory Medicine, Qilu Hospital of Shandong University, Shandong Engineering Research Center of Biomarker and Artificial Intelligence Application,Jinan 250012, China
| | - E H Sun
- Department of Laboratory Medicine, Qilu Hospital of Shandong University, Shandong Engineering Research Center of Biomarker and Artificial Intelligence Application,Jinan 250012, China
| | - W Li
- Department of Laboratory Medicine, Qilu Hospital of Shandong University, Shandong Engineering Research Center of Biomarker and Artificial Intelligence Application,Jinan 250012, China
| | - H X Wang
- Department of Laboratory Medicine, Qilu Hospital of Shandong University, Shandong Engineering Research Center of Biomarker and Artificial Intelligence Application,Jinan 250012, China
| | - X L Zhao
- School of Public Health, Shandong University, Jinan 250012, China
| | - H C Wang
- Department of Laboratory Medicine, Qilu Hospital of Shandong University, Shandong Engineering Research Center of Biomarker and Artificial Intelligence Application,Jinan 250012, China
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