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Gao F, Liu S, Sun Y, Yu C, Zheng L, Sun L, Wang G, Sun Y, Bao Y, Song Z, Yang X, Ke C. Testes-specific protease 50 heightens stem-like properties and improves mitochondrial function in colorectal cancer. Life Sci 2025; 370:123560. [PMID: 40086746 DOI: 10.1016/j.lfs.2025.123560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 02/26/2025] [Accepted: 03/09/2025] [Indexed: 03/16/2025]
Abstract
AIMS The progression of colorectal cancer (CRC) is driven by a small subset of cancer stem-like cells (CSCs), and mitochondrial function is essential for maintaining their stemness. TSP50, a novel identified oncogene, has been found to promote cell proliferation in multiple cancer types. In this study, we detected the regulatory role of TSP50 in regulating CSC-like properties and mitochondrial mass in CRC. MATERIALS AND METHODS First, TSP50 expression and clinical relevance were analyzed via clinical databases and immunohistochemical (IHC). Subsequently, bioinformatic analyses, CRC cell lines, tumorsphere cultures, and mouse xenograft models were utilized to evaluate the relationship between TSP50 and CSC-like properties as well as mitochondrial mass. Finally, immunofluorescence, immunoprecipitation, and Western blotting were performed to dissect the regulatory mechanisms of TSP50, followed by rescue experiments conducted both in vitro and in vivo. KEY FINDINGS TSP50 was overexpressed in CRC tissues, correlating with poor drug response and shorter overall survival (OS). Meanwhile, TSP50 was shown to enhance CSC-like properties in both CRC cells and mouse xenograft models, while concurrently increasing mitochondrial mass and reducing ROS levels, these effects were partially reversed by inhibition of the PI3K/AKT pathway. Mechanistic investigations revealed that TSP50-induced activation of PI3K/AKT signaling is primarily mediated by the enhanced catalytic activity of PI3K p110α subunit. SIGNIFICANCE Collectively, TSP50 drives CRC malignancy by promoting CSC-like properties and enhancing mitochondrial function through PI3K/AKT signaling. These findings identify TSP50 as a potential therapeutic target for eliminating CSC-like cells and improving clinical outcomes in CRC treatment.
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Affiliation(s)
- Feng Gao
- National Engineering Laboratory for Druggable Gene and Protein Screening, Northeast Normal University, Changchun 130117, China; China International Joint Research Center for Human Stem Cell Bank, Northeast Normal University, Changchun, Jilin 130024, China
| | - Sichen Liu
- Division of Thyroid Surgery, China-Japan Union Hospital of Jilin University, Jilin Provincial Key Laboratory of Surgical Translational Medicine, Jilin Provincial Engineering Laboratory for Thyroid Disease Control, Jilin, Changchun 130033, China; Department of Neurosurgery, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Yue Sun
- National Engineering Laboratory for Druggable Gene and Protein Screening, Northeast Normal University, Changchun 130117, China
| | - Chunlei Yu
- National Engineering Laboratory for Druggable Gene and Protein Screening, Northeast Normal University, Changchun 130117, China
| | - Lihua Zheng
- China International Joint Research Center for Human Stem Cell Bank, Northeast Normal University, Changchun, Jilin 130024, China
| | - Luguo Sun
- National Engineering Laboratory for Druggable Gene and Protein Screening, Northeast Normal University, Changchun 130117, China
| | - Guannan Wang
- China International Joint Research Center for Human Stem Cell Bank, Northeast Normal University, Changchun, Jilin 130024, China
| | - Ying Sun
- China International Joint Research Center for Human Stem Cell Bank, Northeast Normal University, Changchun, Jilin 130024, China
| | - Yongli Bao
- China International Joint Research Center for Human Stem Cell Bank, Northeast Normal University, Changchun, Jilin 130024, China
| | - Zhenbo Song
- National Engineering Laboratory for Druggable Gene and Protein Screening, Northeast Normal University, Changchun 130117, China
| | - Xiaoguang Yang
- National Engineering Laboratory for Druggable Gene and Protein Screening, Northeast Normal University, Changchun 130117, China.
| | - Chao Ke
- Department of Neurosurgery, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China.
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Proust B, Horvat A, Tadijan A, Vlašić I, Herak Bosnar M. Mitochondrial NME6 Influences Basic Cellular Processes in Tumor Cells In Vitro. Int J Mol Sci 2024; 25:9580. [PMID: 39273527 PMCID: PMC11395177 DOI: 10.3390/ijms25179580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 08/30/2024] [Accepted: 09/02/2024] [Indexed: 09/15/2024] Open
Abstract
NME6 belongs to the family of nucleoside diphosphate kinase enzymes, whose major role is to transfer the terminal phosphate from NTPs, mostly ATP, to other (d)NDPs via a high-energy intermediate. Beside this basic enzymatic activity, the family, comprising 10 genes/proteins in humans, executes a number of diverse biochemical/biological functions in the cell. A few previous studies have reported that NME6 resides in the mitochondria and influences oxidative phosphorylation while interacting with RCC1L, a GTPase involved in mitochondrial ribosome assembly and translation. Considering the multifunctional role of NME family members, the goal of the present study was to assess the influence of the overexpression or silencing of NME6 on fundamental cellular events of MDA-MB-231T metastatic breast cancer cells. Using flow cytometry, Western blotting, and a wound-healing assay, we demonstrated that the overexpression of NME6 reduces cell migration and alters the expression of EMT (epithelial-mesenchymal transition) markers. In addition, NME6 overexpression influences cell cycle distribution exclusively upon DNA damage and impacts the MAPK/ERK signaling pathway, while it has no effect on apoptosis. To conclude, our results demonstrate that NME6 is involved in different cellular processes, providing a solid basis for future, more precise investigations of its role.
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Affiliation(s)
| | | | | | | | - Maja Herak Bosnar
- Division of Molecular Medicine, Ruđer Bošković Institute, Bijenička Cesta 54, 10002 Zagreb, Croatia; (B.P.); (A.H.); (A.T.); (I.V.)
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Proust B, Herak Bosnar M, Ćetković H, Tokarska-Schlattner M, Schlattner U. Mitochondrial NME6: A Paradigm Change within the NME/NDP Kinase Protein Family? Cells 2024; 13:1278. [PMID: 39120309 PMCID: PMC11312278 DOI: 10.3390/cells13151278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 07/27/2024] [Accepted: 07/27/2024] [Indexed: 08/10/2024] Open
Abstract
Eukaryotic NMEs/NDP kinases are a family of 10 multifunctional proteins that occur in different cellular compartments and interact with various cellular components (proteins, membranes, and DNA). In contrast to the well-studied Group I NMEs (NME1-4), little is known about the more divergent Group II NMEs (NME5-9). Three recent publications now shed new light on NME6. First, NME6 is a third mitochondrial NME, largely localized in the matrix space, associated with the mitochondrial inner membrane. Second, while its monomeric form is inactive, NME6 gains NDP kinase activity through interaction with mitochondrial RCC1L. This challenges the current notion that mammalian NMEs require the formation of hexamers to become active. The formation of complexes between NME6 and RCC1L, likely heterodimers, seemingly obviates the necessity for hexamer formation, stabilizing a NDP kinase-competent conformation. Third, NME6 is involved in mitochondrial gene maintenance and expression by providing (d)NTPs for replication and transcription (in particular the pyrimidine nucleotides) and by a less characterized mechanism that supports mitoribosome function. This review offers an overview of NME evolution and structure and highlights the new insight into NME6. The new findings position NME6 as the most comprehensively studied protein in NME Group II and may even suggest it as a new paradigm for related family members.
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Affiliation(s)
- Bastien Proust
- Division of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia;
| | - Maja Herak Bosnar
- Division of Molecular Medicine, Ruđer Bošković Institute, 10000 Zagreb, Croatia;
| | - Helena Ćetković
- Division of Molecular Biology, Ruđer Bošković Institute, 10000 Zagreb, Croatia;
| | | | - Uwe Schlattner
- Univ. Grenoble Alpes, Inserm U1055, Lab. of Fundamental and Applied Bioenergetics (LBFA), 38058 Grenoble, France;
- Institut Universitaire de France (IUF), 75231 Paris, France
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He J, Perera D, Wen W, Ping J, Li Q, Lyu L, Chen Z, Shu X, Long J, Cai Q, Shu XO, Zheng W, Long Q, Guo X. Enhancing Disease Risk Gene Discovery by Integrating Transcription Factor-Linked Trans-located Variants into Transcriptome-Wide Association Analyses. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.10.10.23295443. [PMID: 37873299 PMCID: PMC10593059 DOI: 10.1101/2023.10.10.23295443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Transcriptome-wide association studies (TWAS) have been successful in identifying disease susceptibility genes by integrating cis-variants predicted gene expression with genome-wide association studies (GWAS) data. However, trans-located variants for predicting gene expression remain largely unexplored. Here, we introduce transTF-TWAS, which incorporates transcription factor (TF)-linked trans-located variants to enhance model building. Using data from the Genotype-Tissue Expression project, we predict gene expression and alternative splicing and applied these models to large GWAS datasets for breast, prostate, and lung cancers. We demonstrate that transTF-TWAS outperforms other existing TWAS approaches in both constructing gene prediction models and identifying disease-associated genes, as evidenced by simulations and real data analysis. Our transTF-TWAS approach significantly contributes to the discovery of disease risk genes. Findings from this study have shed new light on several genetically driven key regulators and their associated regulatory networks underlying disease susceptibility.
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Liu J, Qu Y, Zhao Y, Liang F, Ji L, Wang Z, Li J, Zang Z, Huang H, Zhang J, Gu W, Dai L, Yang R. CCDC12 gene methylation in peripheral blood as a potential biomarker for breast cancer detection. Biomarkers 2024; 29:265-275. [PMID: 38776382 DOI: 10.1080/1354750x.2024.2358302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 05/16/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Aberrant DNA methylation has been identified as biomarkers for breast cancer detection. Coiled-coil domain containing 12 gene (CCDC12) implicated in tumorigenesis. This study aims to investigate the potential of blood-based CCDC12 methylation for breast cancer detection. METHODS DNA methylation level of CpG sites (Cytosine-phosphate Guanine dinucleotides) in CCDC12 gene was measured by mass spectrometry in 255 breast cancer patients, 155 patients with benign breast nodules and 302 healthy controls. The association between CCDC12 methylation and breast cancer risk was evaluated by logistic regression and receiver operating characteristic curve analysis. RESULTS A total of eleven CpG sites were analyzed. The CCDC12 methylation levels were higher in breast cancer patients. Compared to the lowest tertile of methylation level in CpG_6,7, CpG_10 and CpG_11, the highest quartile was associated with 82, 91 and 95% increased breast cancer risk, respectively. The CCDC12 methylation levels were associated with estrogen receptor (ER) and human epidermal growth factor 2 (HER2) status. In ER-negative and HER2-positive (ER-/HER2+) breast cancer subtype, the combination of four sites CpG_2, CpG_5, CpG_6,7 and CpG_11 methylation levels could distinguish ER-/HER2+ breast cancer from the controls (AUC = 0.727). CONCLUSION The hypermethylation levels of CCDC12 in peripheral blood could be used for breast cancer detection.
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Affiliation(s)
- Jingjing Liu
- Henan Institute of Medical and Pharmaceutical Sciences & Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou University, Zhengzhou, China
| | - Yunhui Qu
- Department of Clinical Laboratory in the First Affiliated Hospital & Key Clinical Laboratory of Henan Province, Zhengzhou University, Zhengzhou, Henan, China
| | - Yutong Zhao
- Henan Institute of Medical and Pharmaceutical Sciences & Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou University, Zhengzhou, China
| | - Feifei Liang
- BGI College, Zhengzhou University, Zhengzhou, China
| | - Longtao Ji
- BGI College, Zhengzhou University, Zhengzhou, China
| | - Zhi Wang
- BGI College, Zhengzhou University, Zhengzhou, China
| | - Jinyu Li
- Department of Otology, the First Affiliated Hospital, Zhengzhou University, Zhengzhou, Henan, China
| | - Zishan Zang
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Haixia Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jie Zhang
- Department of Clinical Laboratory, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Wanjian Gu
- Department of Clinical Laboratory, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Liping Dai
- Henan Institute of Medical and Pharmaceutical Sciences & Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou University, Zhengzhou, China
| | - Rongxi Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
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Luo L, Li Y, Zhang L, Yang L. NME6 as a potential biomarker and therapeutic target involved in immune infiltration for lung adenocarcinoma. Technol Health Care 2024; 32:2277-2291. [PMID: 38517815 DOI: 10.3233/thc-231058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2024]
Abstract
BACKGROUND Lung adenocarcinoma (LUAD), a prevalent form of lung cancer, is characterized by its high global mortality rate. Previous studies have demonstrated the significance of Nucleoside diphosphate kinase (NME) in various cancers; however, the specific role of NME6 in LUAD remains inadequately understood. OBJECTIVE This research aims to enhance our understanding of LUAD by investigating the expression level, epigenetic mechanism, signaling activities, and immune infiltrating characteristic immune cells of NME6 in patients. METHODS The NME6 expression was explored between LUAD and normal tissue samples using GEPIA, UALCAN and HPA databases. The survival analysis was performed by Kaplan-Meier plotter. The Shiny Methylation Analysis Resource Tool was employed to examine the methylation characteristics of NME6. The Tumor Immune Single-cell Hub (TISCH) and CIBERSORT algorithm were utilized to analyze immune infiltrating characteristic immune cells between NME6 high- and low-expression group in LUAD. RESULTS According to GEPIA, UALCAN, and HPA databases, NME6 is highly expressed in LUAD compared to normal tissues. At the same time, elevated levels of NME6 were found to be significantly correlated with inferior overall survival outcomes in LUAD patients. Subsequently, the top 10 genes interacted with NME6 were mainly involved in seven pathways, such as p53 signaling pathway, glutathione metabolism, thiamine metabolism, metabolic pathways, and drug metabolism. Notably, NME6 methylation in LUAD samples was lower than in normal samples. The methylation of cg04625862 has a significant impact on the regulation of NME6 expression in LUAD. Furthermore, high NME6 expression in LUAD was associated with tumor stages and relative abundance of tumor infiltrating immune cells, such as Macrophage M2, activated mast cell, and neutrophil. Moreover, NME6 regulated the expression of m6A modification of genes related to LUAD, including METTL3, WTAP, RBM15B, METTL14, RBMX, VIRMA, YTHDC1, RBM15, ZC3H13, YTHDF1, YTHDC2, IGF2BP2, YTHDF3, HNRNPA2B1, YTHDF2, HNRNPC, FTO, and ALKBH5. CONCLUSION The analysis showed that NME6 is a crucial prognostic factor for LUAD patients. NME6 regulates genes related to m6A modification and immune cells infiltration. Furthermore, NME6 could sever as a potential therapeutic target for LUAD.
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Affiliation(s)
- Linjie Luo
- Department of Critical Care Medicine, Wenjiang District People's Hospital of Chengdu, Chengdu, Sichuan, China
- Department of Critical Care Medicine, Wenjiang District People's Hospital of Chengdu, Chengdu, Sichuan, China
| | - Ying Li
- Department of Respiratory and Critical Care Medicine, Wenjiang District People's Hospital of Chengdu, Chengdu, Sichuan, China
- Department of Critical Care Medicine, Wenjiang District People's Hospital of Chengdu, Chengdu, Sichuan, China
| | - Lin Zhang
- Department of Respiratory and Critical Care Medicine, Wenjiang District People's Hospital of Chengdu, Chengdu, Sichuan, China
- Department of Critical Care Medicine, Wenjiang District People's Hospital of Chengdu, Chengdu, Sichuan, China
| | - Lijie Yang
- Prevention and Treatment Center, Teaching Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
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Du F, Peng L, Wang Q, Dong K, Pei W, Zhuo H, Xu T, Jing C, Li L, Zhang J. CCDC12 promotes tumor development and invasion through the Snail pathway in colon adenocarcinoma. Cell Death Dis 2022; 13:187. [PMID: 35217636 PMCID: PMC8881494 DOI: 10.1038/s41419-022-04617-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 01/10/2022] [Accepted: 02/09/2022] [Indexed: 12/02/2022]
Abstract
Integrative expression Quantitative Trait Loci (eQTL) analysis found that rs8180040 was significantly associated with Coiled-coil domain containing 12 (CCDC12) in colon adenocarcinoma (COAD) patients. Immunohistochemical staining and western blotting confirmed CCDC12 was highly expressed in COAD tissues, which was consistent with RNA-Seq data from the TCGA database. Knockdown of CCDC12 could significantly reduce proliferation, migration, invasion, and tumorigenicity of colon cancer cells, while exogenous overexpression of CCDC12 had the opposite effect. Four plex Isobaric Tags for Relative and Absolute Quantitation assays were performed to determine its function and potential regulatory mechanism and demonstrated that overexpression of CCDC12 would change proteins on the adherens junction pathway. Overexpressed Snail and knocked down CCDC12 subsequently in SW480 cells, and we found that overexpression of Snail did not significantly change CCDC12 levels in SW480 cells, while knockdown of CCDC12 reduced that of Snail. CCDC12 plays a significant role in tumorigenesis, development, and invasion of COAD and may affect the epithelial to mesenchymal transformation process of colon cancer cells by regulating the Snail pathway.
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Youssef HMK, Radi DA, Abd El-Azeem MA. Expression of TSP50, SERCA2 and IL-8 in Colorectal Adenoma and Carcinoma: Correlation to Clinicopathological Factors. Pathol Oncol Res 2021; 27:1609990. [PMID: 34744521 PMCID: PMC8566330 DOI: 10.3389/pore.2021.1609990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 10/05/2021] [Indexed: 11/13/2022]
Abstract
Background: Colorectal cancer (CRC) is the third most common type of cancer, it is considered a genetically heterogeneous disease with different molecular pathways being involved in its initiation and progression. Testes-specific protease 50 (TSP50) gene is a member of cancer/testis antigens that encodes for threonine protease enzyme. Overexpression of TSP50 was found to enhance the progression and invasion of breast cancer and other malignant tumors. SERCA2 is widely expressed in several body tissues; its aberrant expression has been involved in many cancers. IL-8 is an inflammatory cytokine. Alongside its role in inflammation, its expression was reported to induce the migration of tumor cells. Aim: Study the expression of TSP50, SERCA2 and IL-8 in colorectal adenoma (CRA), CRC and normal colonic tissues to compare the expression of these biomarkers in relation to clinicopathological parameters and prognostic factors. Results: TSP50, SERCA2 and IL-8 expression varied between normal colonic tissues, CRA and CRC. Significant statistical association was detected between the three biomarkers' overexpression and degree of dysplasia in CRA. Also, significant statistical relation was found between the three biomarkers' overexpression and presence of lympho-vascular invasion, advanced TNM staging and high intra-tumoral inflammatory infiltrate. Multivariable analysis showed that the overexpression of the three biomarkers is significantly associated with worse prognosis. Conclusion: The expression of TSP50, SERCA2 and IL-8 was different between the normal tissue and neoplastic colorectal tissue on one hand and between CRA and CRC on the other. Increased expression of these biomarkers in neoplastic epithelial cells of colorectal carcinoma is associated with adverse prognostic factors and could be considered as independent prognostic factors.
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Affiliation(s)
- Heba M K Youssef
- Pathology Department, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Dina A Radi
- Pathology Department, Faculty of Medicine, Tanta University, Tanta, Egypt
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Role of miR-1 expression in clear cell renal cell carcinoma (ccRCC): A bioinformatics study based on GEO, ArrayExpress microarrays and TCGA database. Pathol Res Pract 2018; 214:195-206. [DOI: 10.1016/j.prp.2017.11.025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2017] [Revised: 11/28/2017] [Accepted: 11/30/2017] [Indexed: 12/16/2022]
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