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Fakhkhari M, Salih I, Errafii K, Hamdi S, Sadki K. Meta-analysis of EGFR gene polymorphisms and lung cancer risk. Int J Immunopathol Pharmacol 2025; 39:3946320251316731. [PMID: 39936564 PMCID: PMC11822845 DOI: 10.1177/03946320251316731] [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: 09/24/2024] [Accepted: 01/14/2025] [Indexed: 02/13/2025] Open
Abstract
OBJECTIVE This meta-analysis aims to systematically evaluate the associations of four specific Single Nucleotide Polymorphisms (SNPs)-rs712829, rs712830, rs11568315, and rs884225-located in the promoter, intronic, and 3' untranslated regions (3'UTR) of the EGFR gene, with lung cancer risk. INTRODUCTION The associations between EGFR gene polymorphisms and lung cancer risk is a topic of ongoing debate, which is still deemed controversial. Despite numerous studies, results are inconsistent. METHODS We conducted a comprehensive literature search across the PubMed, Science Direct, and Web of Science databases to identify relevant case-control studies examining the association between EGFR gene polymorphisms and lung cancer risk. RESULTS From an initial pool of 26,959 articles, 10 case-control studies were included, involving 2471 lung cancer patients and 4489 controls. A significant association between rs712829 and increased lung cancer risk was found across multiple genetic models. Under the allelic contrast model (G vs T), the OR was 1.31 (95% CI = [1.02; 1.68], p < 0.05), the dominant model (GG + GT vs TT) showed an OR of 1.69 (95% CI = [1.07; 2.67], p < 0.05), the homozygote model (GG vs TT) yielded an OR of 1.70 (95% CI = [1.00; 2.88], p < 0.05), and the heterozygote model (GT vs TT) had an OR of 1.64 (95% CI = [1.01; 2.66], p < 0.05). No significant associations were found for rs11568315, rs712830, and rs884225. CONCLUSION The findings from the current meta-analysis confirm that rs712829 within the EGFR gene is significantly associated with lung cancer risk according to the allele, dominant, homozygote and heterozygote models.
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Affiliation(s)
- Meryem Fakhkhari
- Research Laboratory in Oral Biology and Biotechnology, Faculty of Dental Medicine, Mohammed V University in Rabat, Rabat, Morocco
| | - Ikram Salih
- Research Laboratory in Oral Biology and Biotechnology, Faculty of Dental Medicine, Mohammed V University in Rabat, Rabat, Morocco
| | - Khaoula Errafii
- African Genome Center, University Mohammed VI Polytechnic (UM6P), Ben Guerir, Morocco
| | - Salsabil Hamdi
- Environmental Health Laboratory, Institut Pasteur du Maroc, Casablanca, Morocco
| | - Khalid Sadki
- Research Laboratory in Oral Biology and Biotechnology, Faculty of Dental Medicine, Mohammed V University in Rabat, Rabat, Morocco
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Lin S, Wang Y. Drug Optimization for Cystic Fibrosis Patients Based on Disease Pathways Crosstalk. RESEARCH ANTHOLOGY ON BIOINFORMATICS, GENOMICS, AND COMPUTATIONAL BIOLOGY 2023:594-605. [DOI: 10.4018/979-8-3693-3026-5.ch028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Cystic fibrosis (CF) is a common autosomal recessive disease characterized by pancreatic insufficiency and progressive deterioration of lung function. It has been shown that CF is caused by the presence of mutations in both alleles at the cystic fibrosis transmembrane conductance regulator (CFTR) gene. The severity of CF disease reflects the change of molecular mechanism, including DNA mutations on CFTR gene and polymorphic variations in disease modifier genes. Better understanding the differences among different CF severity group is helpful for improving therapeutic plans for patients. In this paper, the authors present a computational network biology approach to screen precision drugs for CF patients, which is based on the intensity of drugs impact on the pathway crosstalk mediated by differential methylation genes. The results indicate that ivacaftor, tezacaftor, and lumacaftor are applicable to all severity cohorts, gefitinib, sorafenib, sunitinib, and imatinib mesylate have the potential to treat intermediary CF patients, and tamoxifen may be useful to mild and sever CF patients.
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Affiliation(s)
- Shuting Lin
- School of Biological Sciences, Georgia Institute of Technology, USA
| | - Yifei Wang
- School of Biological Sciences, Georgia Institute of Technology, USA
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3
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Shao Y, Hu J, Yao H, Jiang M, Song Z. Case report: Interstitial lung disease of XELOEX chemotherapy with cetuximab in advanced colon cancer induced. Medicine (Baltimore) 2023; 102:e36379. [PMID: 38115308 PMCID: PMC10727633 DOI: 10.1097/md.0000000000036379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/09/2023] [Indexed: 12/21/2023] Open
Abstract
INTRODUCTION This paper presents a case of a Chinese patient with advanced colon cancer who developed drug-induced interstitial lung disease while undergoing treatment with cetuximab combined with XELOX. PATIENT CONCERNS A 75-year-old man with a history of colon cancer, had metastases in the liver, peritoneum, and lungs, which were initially treated with XELOX and cetuximab (0.4 g) in 2019. However, the lung metastases progressed, and the cetuximab dosage was adjusted to 0.9 g and then readjusted to 0.4 g. DIAGNOSIS In January 2021, computed tomography revealed developed interstitial lung disease, leading to the discontinuation of chemotherapy and cetuximab. INTERVENTIONS Receiving methylprednisolone pulse therapy. OUTCOMES The patient experienced respiratory failure and passed away. The Naranjo Algorithm Assessment score indicated a probable relationship between cetuximab and the adverse event. CONCLUSION This case highlights the need for regular pulmonary imaging examinations during cetuximab therapy, as drug-induced interstitial lung disease may be associated with the dose and duration of treatment.
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Affiliation(s)
- Yanfei Shao
- Department of Pharmacy, Zhejiang Provincial People’s Hospital, Hangzhou, China
| | - Jieru Hu
- Department of Pharmacy, Lishui Central Hospital and Fifth Affiliated Hospital of Wenzhou Medical College, Lishui, China
| | - Haibo Yao
- Gastrointestinal Surgery, Zhejiang Provincial People’s Hospital, Hangzhou, China
| | - Menglao Jiang
- Zhejiang Center of Drug and Cosmetics Evaluation, Hangzhou, China
| | - Zhouye Song
- Department of Pharmacy, Zhejiang Hospital, Hangzhou, China
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Abstract
Molecular targeted therapy significantly improved the therapeutic efficacy in non-small cell lung cancer (NSCLC) patients with driver gene mutations but also with new toxicity profiles. Although most patients treated with these drugs developed relatively controllable toxicity, significant pulmonary toxicity events, including interstitial lung disease, occurred in a small proportion of patients and can lead to discontinuation or even be life-threatening. Pulmonary toxicity associated with these anti-tumor drugs is a problem that cannot be ignored in clinical practice. The prompt diagnosis of drug-related lung injury and the consequent differential diagnosis with other forms of pulmonary disease are critical in the management of pulmonary toxicity. Current knowledge of the pathophysiology and management of pulmonary toxicity associated with these targeted drugs is limited, and participants should be able to identify and respond to the development of drug-induced pulmonary toxicity. This review offers information about the potential pathogenesis, risk factors and management for the development of these events based on the available literature. This review focused on pulmonary toxicities in driver gene-positive NSCLC therapy by describing the related adverse events to promote the awareness and management of this important toxicity related to antitumor-targeted therapy.
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Affiliation(s)
- Yi-Pu Zhao
- Endoscopic Diagnosis and Treatment Center, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Yong Long
- Department of Thoracic Surgery, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Domingo-Relloso A, Riffo-Campos AL, Powers M, Tellez-Plaza M, Haack K, Brown RH, Umans JG, Fallin MD, Cole SA, Navas-Acien A, Sanchez TR. An epigenome-wide study of DNA methylation profiles and lung function among American Indians in the Strong Heart Study. Clin Epigenetics 2022; 14:75. [PMID: 35681244 PMCID: PMC9185990 DOI: 10.1186/s13148-022-01294-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 05/25/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Epigenetic modifications, including DNA methylation (DNAm), are often related to environmental exposures, and are increasingly recognized as key processes in the pathogenesis of chronic lung disease. American Indian communities have a high burden of lung disease compared to the national average. The objective of this study was to investigate the association of DNAm and lung function in the Strong Heart Study (SHS). We conducted a cross-sectional study of American Indian adults, 45-74 years of age who participated in the SHS. DNAm was measured using the Illumina Infinium Human MethylationEPIC platform at baseline (1989-1991). Lung function was measured via spirometry, including forced expiratory volume in 1 s (FEV1) and forced vital capacity (FVC), at visit 2 (1993-1995). Airflow limitation was defined as FEV1 < 70% predicted and FEV1/FVC < 0.7, restriction was defined as FEV1/FVC > 0.7 and FVC < 80% predicted, and normal spirometry was defined as FEV1/FVC > 0.7, FEV1 > 70% predicted, FVC > 80% predicted. We used elastic-net models to select relevant CpGs for lung function and spirometry-defined lung disease. We also conducted bioinformatic analyses to evaluate the biological plausibility of the findings. RESULTS Among 1677 participants, 21.2% had spirometry-defined airflow limitation and 13.6% had spirometry-defined restrictive pattern lung function. Elastic-net models selected 1118 Differentially Methylated Positions (DMPs) as predictors of airflow limitation and 1385 for restrictive pattern lung function. A total of 12 DMPs overlapped between airflow limitation and restrictive pattern. EGFR, MAPK1 and PRPF8 genes were the most connected nodes in the protein-protein interaction network. Many of the DMPs targeted genes with biological roles related to lung function such as protein kinases. CONCLUSION We found multiple differentially methylated CpG sites associated with chronic lung disease. These signals could contribute to better understand molecular mechanisms involved in lung disease, as assessed systemically, as well as to identify patterns that could be useful for diagnostic purposes. Further experimental and longitudinal studies are needed to assess whether DNA methylation has a causal role in lung disease.
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Affiliation(s)
- Arce Domingo-Relloso
- Integrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Carlos III Health Institute, 28029, Madrid, Spain. .,Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, USA. .,Department of Statistics and Operations Research, University of Valencia, Valencia, Spain.
| | - Angela L Riffo-Campos
- Millennium Nucleus on Sociomedicine (SocioMed) and Vicerrectoría Académica, Universidad de La Frontera, Temuco, Chile.,Department of Computer Science, ETSE, University of Valencia, Valencia, Spain
| | - Martha Powers
- United States Environmental Protection Agency, Washington, DC, USA
| | - Maria Tellez-Plaza
- Integrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Carlos III Health Institute, 28029, Madrid, Spain
| | - Karin Haack
- Population Health Program, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Robert H Brown
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
| | - Jason G Umans
- MedStar Health Research Institute, Hyattsville, MD, USA.,Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC, USA
| | - M Daniele Fallin
- Departments of Mental Health and Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
| | - Shelley A Cole
- Population Health Program, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, USA
| | - Tiffany R Sanchez
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, USA
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6
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EGFR Signaling in Lung Fibrosis. Cells 2022; 11:cells11060986. [PMID: 35326439 PMCID: PMC8947373 DOI: 10.3390/cells11060986] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/07/2022] [Accepted: 03/11/2022] [Indexed: 12/15/2022] Open
Abstract
In this review article, we will first provide a brief overview of the ErbB receptor-ligand system and its importance in developmental and physiological processes. We will then review the literature regarding the role of ErbB receptors and their ligands in the maladaptive remodeling of lung tissue, with special emphasis on idiopathic pulmonary fibrosis (IPF). Here we will focus on the pathways and cellular processes contributing to epithelial-mesenchymal miscommunication seen in this pathology. We will also provide an overview of the in vivo studies addressing the efficacy of different ErbB signaling inhibitors in experimental models of lung injury and highlight how such studies may contribute to our understanding of ErbB biology in the lung. Finally, we will discuss what we learned from clinical applications of the ErbB1 signaling inhibitors in cancer in order to advance clinical trials in IPF.
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Cardenas A, Fadadu RP, Van Der Laan L, Ward-Caviness C, Granger L, Diaz-Sanchez D, Devlin RB, Bind MA. Controlled human exposures to diesel exhaust: a human epigenome-wide experiment of target bronchial epithelial cells. ENVIRONMENTAL EPIGENETICS 2021; 7:dvab003. [PMID: 33859829 PMCID: PMC8035831 DOI: 10.1093/eep/dvab003] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 03/05/2021] [Accepted: 03/11/2021] [Indexed: 05/28/2023]
Abstract
Diesel exhaust (DE) is a major contributor to ambient air pollution around the world. It is a known human carcinogen that targets the respiratory system and increases risk for many diseases, but there is limited research on the effects of DE exposure on the epigenome of human bronchial epithelial cells. Understanding the epigenetic impact of this environmental pollutant can elucidate biological mechanisms involved in the pathogenesis of harmful DE-related health effects. To estimate the causal effect of short-term DE exposure on the bronchial epithelial epigenome, we conducted a controlled single-blinded randomized crossover human experiment of exposure to DE and used bronchoscopy and Illumina 450K arrays for data collection and analysis, respectively. Of the 13 participants, 11 (85%) were male and 2 (15%) were female, and 12 (92%) were White and one (8%) was Hispanic; the mean age was 26 years (SD = 3.8 years). Eighty CpGs were differentially methylated, achieving the minimum possible exact P-value of P = 2.44 × 10-4 (i.e. 2/213). In regional analyses, we found two differentially methylated regions (DMRs) annotated to the chromosome 5 open reading frame 63 genes (C5orf63; 7-CpGs) and unc-45 myosin chaperone A gene (UNC45A; 5-CpGs). Both DMRs showed increased DNA methylation after DE exposure. The average causal effects for the DMRs ranged from 1.5% to 6.0% increases in DNA methylation at individual CpGs. In conclusion, we found that short-term DE alters DNA methylation of genes in target bronchial epithelial cells, demonstrating epigenetic level effects of exposure that could be implicated in pulmonary pathologies.
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Affiliation(s)
- Andres Cardenas
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley; Berkeley, CA 94704, USA
- Center for Computational Biology, University of California, Berkeley, Berkeley, CA 94704, USA
| | - Raj P Fadadu
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley; Berkeley, CA 94704, USA
- School of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Lars Van Der Laan
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley; Berkeley, CA 94704, USA
| | - Cavin Ward-Caviness
- Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, US Environmental Protection Agency, Chapel Hill, NC 27709, USA
| | - Louis Granger
- Department of Statistics, Faculty of Arts and Sciences, Harvard University, Cambridge, MA 02138, USA
| | - David Diaz-Sanchez
- Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, US Environmental Protection Agency, Chapel Hill, NC 27709, USA
| | - Robert B Devlin
- Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, US Environmental Protection Agency, Chapel Hill, NC 27709, USA
| | - Marie-Abèle Bind
- Department of Statistics, Faculty of Arts and Sciences, Harvard University, Cambridge, MA 02138, USA
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8
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Kotani K, Enomoto M, Okada M, Yoshida K, Motoyama H, Fujii H, Hagihara A, Uchida-Kobayashi S, Morikawa H, Murakami Y, Tamori A, Kawada N. Interstitial pneumonia suspected during regorafenib administration and exacerbated by subsequent therapy with lenvatinib for unresectable hepatocellular carcinoma. Clin J Gastroenterol 2019; 12:355-360. [PMID: 31020569 DOI: 10.1007/s12328-019-00983-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 01/31/2019] [Indexed: 12/18/2022]
Abstract
Recently, three tyrosine kinase inhibitors (TKIs) have become available for treatment of unresectable hepatocellular carcinoma (HCC). We herein report a case of a 59-year-old man with interstitial pneumonia that was suspected during regorafenib administration and was exacerbated by subsequent lenvatinib treatment for advanced HCC. After sorafenib was discontinued due to progressive HCC, regorafenib treatment was started. Progressive HCC was again noted and reticular shadows were suspected in both lower lung fields at 2 months after starting regorafenib administration. Subsequent treatment with lenvatinib obtained a partial response for HCC, but the reticular shadows became marked and dyspnea on effort emerged, followed by hypoxemia and an increased Krebs von den Lungen-6 (KL-6) value. Because we suspected acute interstitial pneumonia, due to these TKIs, intravenous pulse steroid therapy was started immediately after discontinuing lenvatinib. Within 1 week after starting steroid therapy, the patient's respiratory condition and hypoxemia gradually began improving. No previous case of pulmonary interstitial changes that appeared in association with regorafenib administration for HCC and that were exacerbated by subsequent treatment with lenvatinib has been reported. This case emphasizes that it is necessary to observe the patient's respiratory condition and to perform imaging examinations to monitor for adverse events during TKI treatment.
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Affiliation(s)
- Kohei Kotani
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Masaru Enomoto
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan.
| | - Masako Okada
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Kanako Yoshida
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Hiroyuki Motoyama
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Hideki Fujii
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Atsushi Hagihara
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Sawako Uchida-Kobayashi
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Hiroyasu Morikawa
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Yoshiki Murakami
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Akihiro Tamori
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Norifumi Kawada
- Department of Hepatology, Graduate School of Medicine, Osaka City University, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
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9
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Adegunsoye A, Oldham JM, Bonham C, Hrusch C, Nolan P, Klejch W, Bellam S, Mehta U, Thakrar K, Pugashetti JV, Husain AN, Montner SM, Straus CM, Vij R, Sperling AI, Noth I, Strek ME, Chung JH. Prognosticating Outcomes in Interstitial Lung Disease by Mediastinal Lymph Node Assessment. An Observational Cohort Study with Independent Validation. Am J Respir Crit Care Med 2019; 199:747-759. [PMID: 30216085 PMCID: PMC6423102 DOI: 10.1164/rccm.201804-0761oc] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 09/12/2018] [Indexed: 12/19/2022] Open
Abstract
RATIONALE Mediastinal lymph node (MLN) enlargement on chest computed tomography (CT) is prevalent in patients with interstitial lung disease (ILD) and may reflect immunologic activation and subsequent cytokine-mediated immune cell trafficking. OBJECTIVES We aimed to determine whether MLN enlargement on chest CT predicts clinical outcomes and circulating cytokine levels in ILD. METHODS MLN measurements were obtained from chest CT scans of patients with ILD at baseline evaluation over a 10-year period. Patients with sarcoidosis and drug toxicity-related ILD were excluded. MLN diameter and location were assessed. Plasma cytokine levels were analyzed in a subset of patients. The primary outcome was transplant-free survival (TFS). Secondary outcomes included all-cause and respiratory hospitalizations, lung function, and plasma cytokine concentrations. Cox regression was used to assess mortality risk. Outcomes were assessed in three independent ILD cohorts. MEASUREMENTS AND MAIN RESULTS Chest CT scans were assessed in 1,094 patients (mean age, 64 yr; 52% male). MLN enlargement (≥10 mm) was present in 66% (n = 726) and strongly predicted TFS (hazard ratio [HR], 1.53; 95% confidence interval [CI], 1.12-2.10; P = 0.008) and risk of all-cause and respiratory hospitalizations (internal rate of return [IRR], 1.52; 95% CI, 1.17-1.98; P = 0.002; and IRR, 1.71; 95% CI, 1.15-2.53; P = 0.008, respectively) when compared with subjects with MLN <10 mm. Patients with MLN enlargement had lower lung function and decreased plasma concentrations of soluble CD40L (376 pg/ml vs. 505 pg/ml, P = 0.001) compared with those without MLN enlargement. Plasma IL-10 concentration >45 pg/ml predicted mortality (HR, 4.21; 95% CI, 1.21-14.68; P = 0.024). Independent analysis of external datasets confirmed these findings. CONCLUSIONS MLN enlargement predicts TFS and hospitalization risk in ILD and is associated with decreased levels of a key circulating cytokine, soluble CD40L. Incorporating MLN and cytokine findings into current prediction models might improve ILD prognostication.
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Affiliation(s)
| | - Justin M. Oldham
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California at Davis, Davis, California
| | | | - Cara Hrusch
- Section of Pulmonary and Critical Care, Department of Medicine
| | | | | | - Shashi Bellam
- Division of Pulmonary and Critical Care, Department of Medicine and
| | - Uday Mehta
- Department of Radiology, NorthShore University HealthSystem, Evanston, Illinois; and
| | - Kiran Thakrar
- Department of Radiology, NorthShore University HealthSystem, Evanston, Illinois; and
| | - Janelle Vu Pugashetti
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California at Davis, Davis, California
| | | | | | | | - Rekha Vij
- Section of Pulmonary and Critical Care, Department of Medicine
| | - Anne I. Sperling
- Section of Pulmonary and Critical Care, Department of Medicine
- Committee on Immunology, Biological Sciences Division, University of Chicago, Chicago, Illinois
| | - Imre Noth
- Division of Pulmonary and Critical Care and Sleep Medicine, Department of Medicine, University of Virginia, Charlottesville, Virginia
| | - Mary E. Strek
- Section of Pulmonary and Critical Care, Department of Medicine
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10
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Bashir NA, Ragab ES, Khabour OF, Khassawneh BY, Alfaqih MA, Momani JA. The Association between Epidermal Growth Factor Receptor ( EGFR) Gene Polymorphisms and Lung Cancer Risk. Biomolecules 2018; 8:biom8030053. [PMID: 30011810 PMCID: PMC6164867 DOI: 10.3390/biom8030053] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2018] [Revised: 07/07/2018] [Accepted: 07/10/2018] [Indexed: 01/21/2023] Open
Abstract
Lung cancer is the leading cause of cancer death globally. The epidermal growth factor receptor (EGFR) plays an important role in cell proliferation and signaling. In this study, we examined the association between EGFR gene polymorphisms and lung cancer risk among the Jordanian population. A total of 129 patients with primary lung cancer and 129 matched healthy controls were recruited into this study. EGFR rs712829, rs712830, rs2072454, and rs11543848 single nucleotide polymorphisms (SNPs) were genotyped to test for their association with lung cancer risk. A significant association was observed between the rs712829 SNP and lung cancer risk (p < 0.05) where the GG + GT genotypes were higher in lung cancer patients when compared to controls. In addition, no association was detected between rs712830, rs2072454, and rs11543848 SNPs and lung cancer risk. When patients were stratified according to the lung cancer type, a significant association was detected between both rs712829 and rs2072454 and adenocarcinoma lung cancer (p < 0.05). Haplotype analysis of all four SNPs showed a significant association between the TCCG haplotype and both lung cancer and the adenocarcinoma subtype (p < 0.001). In conclusion, EGFR rs712829, rs2072454 SNPs, and TCCG haplotypes are associated with a risk of lung cancer among Jordanians. Since genetic associations are affected by the genetic background of populations, more studies in other Arab populations are required to confirm the present findings.
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Affiliation(s)
- Nabil A Bashir
- Department of Physiology and Biochemistry, Faculty of Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan.
| | - Entesar S Ragab
- Department of Physiology and Biochemistry, Faculty of Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan.
| | - Omar F Khabour
- Department of Medical Laboratory Sciences, Faculty of Applied Medical Sciences, Jordan University of Science and Technology, Irbid 22110, Jordan.
| | - Basheer Y Khassawneh
- Department of Internal Medicine, Faculty of Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan.
| | - Mahmoud A Alfaqih
- Department of Physiology and Biochemistry, Faculty of Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan.
| | - Jafar A Momani
- Respiratory Medicine Division, King Hussein Medical Center, Amman 11733, Jordan.
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11
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Partida-Zavala N, Ponce-Gallegos MA, Buendía-Roldán I, Falfán-Valencia R. Type 2 macrophages and Th2 CD4+ cells in interstitial lung diseases (ILDs): an overview. SARCOIDOSIS, VASCULITIS, AND DIFFUSE LUNG DISEASES : OFFICIAL JOURNAL OF WASOG 2018; 35:98-108. [PMID: 32476888 PMCID: PMC7170082 DOI: 10.36141/svdld.v35i2.6691] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Accepted: 02/06/2018] [Indexed: 12/23/2022]
Abstract
Interstitial lung diseases (ILDs) are a heterogeneous group characterized mainly by damage to pulmonary parenchyma, through histopathological processes such as granulomatous pneumopathy, inflammation and fibrosis. Factors that generate susceptibility to ILDs include age, exposure to occupational and environmental compounds, genetic, family history, radiation and chemotherapy/immunomodulatory and cigarette smoke. IFN-γ, IL-1β, and LPS are necessary to induce a classical activation of macrophages, whereas cytokines as IL-4 and IL-13 can induce an alternative activation in macrophages, through the JAK-STAT mediated signal transduction. M2 macrophages are identified based on the gene transcription or protein expression of a set of M2 markers. These markers include transmembrane glycoproteins, scavenger receptors, enzymes, growth factors, hormones, cytokines, and cytokine receptors with diverse and often yet unexplored functions. Fibrotic lung disorders may have a M2 polarization background. The Th2 pathway with an elevated CCL-18 (marker of M2) concentration in the bronchoalveolar lavage fluid (BALF) is linked to fibrosis in ILDs. Besides the role of M2 in tissue repair and ECM remodeling, activated fibroblasts summon and stimulate macrophages by producing MCP-1, M-CSF and other chemokines, as well as activated macrophages secrete cytokines that attract and stimulate proliferation, survival and migration of fibroblast mediated by platelet-derived growth factor (PDGF). (Sarcoidosis Vasc Diffuse Lung Dis 2018; 35: 98-108).
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Affiliation(s)
- Neftali Partida-Zavala
- Universidad Autónoma de Nayarit, Unidad Académica de Medicina. Tepic, Nayarit. México. Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas. Ciudad de México, Mexico
- HLA Laboratory, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas City, Mexico
| | - Marco Antonio Ponce-Gallegos
- Universidad Autónoma de Nayarit, Unidad Académica de Medicina. Tepic, Nayarit. México. Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas. Ciudad de México, Mexico
- HLA Laboratory, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas City, Mexico
| | - Ivette Buendía-Roldán
- HLA Laboratory, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas City, Mexico
| | - Ramcés Falfán-Valencia
- HLA Laboratory, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas City, Mexico
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12
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Billingsley MM, Riley RS, Day ES. Antibody-nanoparticle conjugates to enhance the sensitivity of ELISA-based detection methods. PLoS One 2017; 12:e0177592. [PMID: 28494030 PMCID: PMC5426781 DOI: 10.1371/journal.pone.0177592] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2016] [Accepted: 04/28/2017] [Indexed: 12/31/2022] Open
Abstract
Accurate antigen detection is imperative for clinicians to diagnose disease, assess treatment success, and predict patient prognosis. The most common technique used for the detection of disease-associated biomarkers is the enzyme linked immunosorbent assay (ELISA). In an ELISA, primary antibodies are incubated with biological samples containing the biomarker of interest. Then, detectible secondary antibodies conjugated with horseradish peroxidase (HRP) bind the primary antibodies. Upon addition of a color-changing substrate, the samples provide a colorimetric signal that directly correlates to the targeted biomarker concentration. While ELISAs are effective for analyzing samples with high biomarker content, they lack the sensitivity required to analyze samples with low antigen levels. We hypothesized that the sensitivity of ELISAs could be enhanced by replacing freely delivered primary antibodies with antibody-nanoparticle conjugates that provide excess binding sites for detectible secondary antibodies, ultimately leading to increased signal. Here, we investigated the use of nanoshells (NS) decorated with antibodies specific to epidermal growth factor receptor (EGFR) as a model system (EGFR-NS). We incubated one healthy and two breast cancer cell lines, each expressing different levels of EGFR, with EGFR-NS, untargeted NS, or unconjugated EGFR antibodies, as well as detectable secondary antibodies. We found that EGFR-NS consistently increased signal intensity relative to unconjugated EGFR antibodies, with a substantial 13-fold enhancement from cells expressing high levels of EGFR. Additionally, 40x more unconjugated antibodies were required to detect EGFR compared to those conjugated to NS. Our results demonstrate that antibody-nanoparticle conjugates lower the detection limit of traditional ELISAs and support further investigation of this strategy with other antibodies and nanoparticles. Owing to their enhanced sensitivity, we anticipate that nanoparticle-modified ELISAs can be used to detect low levels of biomarkers found in various diseases, such as cancers, tuberculosis, and rheumatoid arthritis, and may ultimately enable earlier diagnosis, better prognostication, and improved treatment monitoring.
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Affiliation(s)
- Margaret M. Billingsley
- Department of Biomedical Engineering, University of Delaware, Newark, Delaware, United States of America
| | - Rachel S. Riley
- Department of Biomedical Engineering, University of Delaware, Newark, Delaware, United States of America
| | - Emily S. Day
- Department of Biomedical Engineering, University of Delaware, Newark, Delaware, United States of America
- Department of Materials Science & Engineering, University of Delaware, Newark, Delaware, United States of America
- Helen F. Graham Cancer Center & Research Institute, Newark, Delaware, United States of America
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13
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Mangla A, Agarwal N, Carmel C, Lad T. Erlotinib Induced Fatal Interstitial Lung Disease in a Patient with Metastatic Non-Small Cell Lung Cancer: Case Report and Review of Literature. Rare Tumors 2016; 8:6410. [PMID: 27746884 PMCID: PMC5064300 DOI: 10.4081/rt.2016.6410] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Revised: 04/16/2016] [Accepted: 05/13/2016] [Indexed: 11/23/2022] Open
Abstract
Erlotinib is one of the most widely used tyrosine kinase inhibitor targeting human epidermal growth factor receptor. Since its introduction, it has revolutionized the treatment of advanced non-small cell lung cancer. Skin rashes and diarrhea are the most often reported side effects of erlotinib however it is also associated with interstitial pneumonitis or interstitial lung disease, which often turns out to be fatal complication of using this medicine. Though reported scarcely in the western world, the association of interstitial lung disease with epidermal growth factor receptor has attracted a lot of attention in the recent times. Various researches working with murine models of bleomycin-induced pulmonary fibrosis have found a pro and con role of the receptor in development of the interstitial lung disease. We present the case of a patient diagnosed with stage IV adenocarcinoma of the lung with metastasis to brain. He was found to be positive for the human epidermal growth factor mutation and was hence started on erlotinib. Within a few weeks of starting the medicine the patient was admitted with diarrhea. During the course of this admission he developed acute shortness of breath diagnosed as interstitial pneumonitis. The purpose of this case report is to review the literature associated with erlotinib induced interstitial pneumonitis and make the practicing oncologists aware of this rare yet fatal complication of erlotinib. Here we will also review literature, pertaining to the role of epidermal growth factor receptor in development of interstitial lung disease.
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Affiliation(s)
- Ankit Mangla
- Department of Internal Medicine, John H. Stroger, Jr. Hospital of Cook County, Chicago, IL, USA; Division of Hematology/Oncology, John H. Stroger, Jr. Hospital of Cook County, Chicago, IL, USA
| | - Nikki Agarwal
- Division of Hematology/Oncology, John H. Stroger, Jr. Hospital of Cook County , Chicago, IL, USA
| | - Chou Carmel
- Division of Hematology/Oncology, John H. Stroger, Jr. Hospital of Cook County , Chicago, IL, USA
| | - Thomas Lad
- Division of Hematology/Oncology, John H. Stroger, Jr. Hospital of Cook County , Chicago, IL, USA
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14
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Han C, Liao X, Qin W, Yu L, Liu X, Chen G, Liu Z, Lu S, Chen Z, Su H, Zhu G, Lu Z, Liu Z, Qin X, Gui Y, Mo Z, Li L, Peng T. EGFR and SYNE2 are associated with p21 expression and SYNE2 variants predict post-operative clinical outcomes in HBV-related hepatocellular carcinoma. Sci Rep 2016; 6:31237. [PMID: 27502069 PMCID: PMC4977508 DOI: 10.1038/srep31237] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 07/15/2016] [Indexed: 02/08/2023] Open
Abstract
This study was to explore the association between gene variants and p21 expression and investigate the TP53-independent p21 regulation in hepatitis B virus (HBV) related hepatocellular carcinoma (HCC) patients from Guangxi by genome-wide association study. 426 HBV-related HCC patients were enrolled. Results showed that, after quality control, a total of 21,643 SNPs were identified in 107 p21 positive and 298 p21 negative patients. The variants of epidermal growth factor receptor (EGFR; rs2227983 and rs6950826) and spectrin repeat containing, nuclear envelope 2 (SYNE2; rs8010699, rs4027405 and rs1890908) were associated with p21 expression. Moreover the haplotype block (rs2227983 and rs6950826, r2 = 0.378) in EGFR and the haplotype block in SYNE2 (rs8010699 was in strong LD with rs4027405 and rs1890908 (r2 = 0.91 and 0.70, respectively)) were identified, and the haplotype A-G of EGFR and haplotype G-A-A of SYNE2 were significantly associated with p21 expression (P < 0.01). rs4027405 and rs1890908 were significantly associated with overall survival, and patients with AG/GG genotypes of SYNE2 gene had a worse overall survival (P = 0.001, P = 0.002). Our findings indicate that variants of EGFR and SYNE2 play an important role in p21 regulation and are associated with the clinical outcome of HBV-related HCC in a TP53-indenpdent manner.
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Affiliation(s)
- Chuangye Han
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Xiwen Liao
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Wei Qin
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Long Yu
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Xiaoguang Liu
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Gang Chen
- Department of Pathology, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Zhengtao Liu
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Sicong Lu
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Zhiwei Chen
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Hao Su
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Guangzhi Zhu
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Zili Lu
- Department of Pathology, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Zhiming Liu
- Department of General Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Xue Qin
- Department of Clinical Laboratory, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Ying Gui
- Department of Clinical laboratory center, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Zengnan Mo
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Lequn Li
- Department of Hepatobiliary Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
| | - Tao Peng
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Province, China
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15
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Stella GM, Valizia C, Zorzetto M, Inghilleri S, Valentini A, Dore R, Colombo S, Valentino F, Orlandoni G, Morbini P. Unexpected responses to EGFR inhibition in NSCLC. Respir Med Case Rep 2015; 16:32-4. [PMID: 26744648 PMCID: PMC4681892 DOI: 10.1016/j.rmcr.2015.06.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Accepted: 06/24/2015] [Indexed: 12/15/2022] Open
Abstract
The presence of activating mutations of the epidermal growth factor receptor (EGFR)-gene identifies a distinct and clinically relevant molecular subset of non-small-cell lung cancer. It is now well demonstrated that EGFR tyrosine kinase inhibitors (TKIs) gefitinib and erlotinib are superior to standard chemotherapy in this subset of tumors. Nevertheless, in many cases, responses are not durable and last for 6–12 months due to the occurrence of secondary or acquired resistance. Here we present three cases of EGFR-mutant lung adenocarcinomas (ADC), that showed an unexpected response to anti-EGFR small molecules. The first patient presented a continued 89 month-long response to erlotinib in a tumor recurred after surgery and conventional chemotherapy. In the other cases, subclinically persistent tumor in the lung tissue was documented histologically in lung resections performed after partial response to TKI treatment. The persistence of interstitial and endolymphatic tumor cells after TKI treatment might explain the common observation of tumor relapse after TKI discontinuation, and sustain the decision to continue treatment in responsive patients as in our first case.
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Affiliation(s)
- Giulia M Stella
- Department of Molecular Medicine, Laboratory of Biochemistry and Genetics, Pneumology Unit, University and Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Claudio Valizia
- Department of Molecular Medicine, Laboratory of Biochemistry and Genetics, Pneumology Unit, University and Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Michele Zorzetto
- Department of Molecular Medicine, Laboratory of Biochemistry and Genetics, Pneumology Unit, University and Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Simona Inghilleri
- Department of Molecular Medicine, Laboratory of Biochemistry and Genetics, Pneumology Unit, University and Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Adele Valentini
- Institute of Radiology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Roberto Dore
- Institute of Radiology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Sara Colombo
- Department of Hemato-oncology, Radiation Therapy, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Francesco Valentino
- Department of Hemato-oncology, Medical Oncology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Giulio Orlandoni
- Cardiothoracic Surgery Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Patrizia Morbini
- Department of Molecular Medicine, Section of Pathology, University of Pavia and Foundation IRCCS Policlinico S. Matteo, Pavia, Italy
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16
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Ramamoorthy A, Pacanowski MA, Bull J, Zhang L. Racial/ethnic differences in drug disposition and response: Review of recently approved drugs. Clin Pharmacol Ther 2015; 97:263-73. [DOI: 10.1002/cpt.61] [Citation(s) in RCA: 173] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2014] [Revised: 12/01/2014] [Accepted: 12/06/2014] [Indexed: 01/09/2023]
Affiliation(s)
- A Ramamoorthy
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration; Silver Spring Maryland USA
| | - MA Pacanowski
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration; Silver Spring Maryland USA
| | - J Bull
- Office of Minority Health, Office of the Commissioner, US Food and Drug Administration; Silver Spring Maryland USA
| | - L Zhang
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration; Silver Spring Maryland USA
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17
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Systematical analyses of variants in CTCF-binding sites identified a novel lung cancer susceptibility locus among Chinese population. Sci Rep 2015; 5:7833. [PMID: 25592173 PMCID: PMC4296290 DOI: 10.1038/srep07833] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Accepted: 12/12/2014] [Indexed: 02/06/2023] Open
Abstract
Genome-wide association studies identified genetic susceptibility variants mostly lie outside of protein-coding regions. It suggested variants located at transcriptional regulatory region should play an important role in cancer carcinogenesis including lung cancer. In the present study, we systematically investigated the associations between the variants in the binding sites of an extensive transcription factor CTCF and lung cancer risk in Chinese population. A two-stage case-control design was conducted to evaluate the variants located at the uniform CTCF ChIP-seq peaks in a Chinese population (2,331 vs 3,077; 1,115 vs 1,346). The ChIP-seq data for CTCF, specified on lung cancer cell line A549, were downloaded from ENCODE database. Imputation was performed to increase the genome coverage in the CTCF binding regions. Three variants in CTCF binding sites were found to associate with lung cancer risk in the first stage. Further replication revealed a novel single nucleotide polymorphism rs60507107 was significantly associated with increased risk of lung cancer in two stages (Additive model: OR = 1.19, 95%CI = 1.11–1.27, P = 6.98 × 10−7). Our results indicate that rs60507107 in the binding site of CTCF is associated with an increased risk of lung cancer. This may further advance our understanding of regulatory DNA sequences in cancer development.
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