Comprehensive functional annotation of susceptibility variants identifies genetic heterogeneity between lung adenocarcinoma and squamous cell carcinoma.


Journal

Frontiers of medicine
ISSN: 2095-0225
Titre abrégé: Front Med
Pays: China
ID NLM: 101549428

Informations de publication

Date de publication:
Apr 2021
Historique:
received: 13 10 2019
accepted: 05 03 2020
pubmed: 6 9 2020
medline: 30 4 2021
entrez: 5 9 2020
Statut: ppublish

Résumé

Although genome-wide association studies have identified more than eighty genetic variants associated with non-small cell lung cancer (NSCLC) risk, biological mechanisms of these variants remain largely unknown. By integrating a large-scale genotype data of 15 581 lung adenocarcinoma (AD) cases, 8350 squamous cell carcinoma (SqCC) cases, and 27 355 controls, as well as multiple transcriptome and epigenomic databases, we conducted histology-specific meta-analyses and functional annotations of both reported and novel susceptibility variants. We identified 3064 credible risk variants for NSCLC, which were overrepresented in enhancer-like and promoter-like histone modification peaks as well as DNase I hypersensitive sites. Transcription factor enrichment analysis revealed that USF1 was AD-specific while CREB1 was SqCC-specific. Functional annotation and gene-based analysis implicated 894 target genes, including 274 specifics for AD and 123 for SqCC, which were overrepresented in somatic driver genes (ER = 1.95, P = 0.005). Pathway enrichment analysis and Gene-Set Enrichment Analysis revealed that AD genes were primarily involved in immune-related pathways, while SqCC genes were homologous recombination deficiency related. Our results illustrate the molecular basis of both well-studied and new susceptibility loci of NSCLC, providing not only novel insights into the genetic heterogeneity between AD and SqCC but also a set of plausible gene targets for post-GWAS functional experiments.

Identifiants

pubmed: 32889700
doi: 10.1007/s11684-020-0779-4
pii: 10.1007/s11684-020-0779-4
pmc: PMC8374896
mid: NIHMS1731864
doi:

Types de publication

Journal Article Meta-Analysis

Langues

eng

Sous-ensembles de citation

IM

Pagination

275-291

Subventions

Organisme : NCI NIH HHS
ID : P30 CA076292
Pays : United States
Organisme : NCI NIH HHS
ID : U01 CA063673
Pays : United States
Organisme : NCI NIH HHS
ID : U01 CA167462
Pays : United States
Organisme : NCI NIH HHS
ID : UM1 CA167462
Pays : United States

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Auteurs

Na Qin (N)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.

Yuancheng Li (Y)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.

Cheng Wang (C)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
State Key Laboratory of Reproductive Medicine, Center for Global Health, Nanjing Medical University, Nanjing, 211166, China.
Department of Bioinformatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, 211166, China.

Meng Zhu (M)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Medicine, Nanjing Medical University, Nanjing, 211166, China.

Juncheng Dai (J)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
State Key Laboratory of Reproductive Medicine, Center for Global Health, Nanjing Medical University, Nanjing, 211166, China.
Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Medicine, Nanjing Medical University, Nanjing, 211166, China.
China International Cooperation Center for Environment and Human Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.

Tongtong Hong (T)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.

Demetrius Albanes (D)

Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, 20892-9304, USA.

Stephen Lam (S)

Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, BC, V5Z 1L3, Canada.

Adonina Tardon (A)

Faculty of Medicine, University of Oviedo and CIBERESP, Oviedo, 33006, Spain.

Chu Chen (C)

Program in Epidemiology, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109-1024, USA.

Gary Goodman (G)

Public Health Sciences Division, Swedish Cancer Institute, Seattle, WA, 98026, USA.

Stig E Bojesen (SE)

Department of Clinical Biochemistry, Copenhagen University Hospital, Copenhagen, DK-1017, Denmark.

Maria Teresa Landi (MT)

National Cancer Institute, Bethesda, MD, 20892-9304, USA.

Mattias Johansson (M)

Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, 69372, France.

Angela Risch (A)

Cancer Center Cluster Salzburg at PLUS, Department of Molecular Biology, University of Salzburg, Heidelberg, 5020, Austria.

H-Erich Wichmann (HE)

Institute of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology, Ludwig Maximilians University, Munich, Bavaria, 80539, Germany.

Heike Bickeboller (H)

Department of Genetic Epidemiology, University Medical Center Goettingen, Goettingen, 37075, Germany.

Gadi Rennert (G)

Technion Faculty of Medicine, Carmel Medical Center, Haifa, 3448516, Israel.

Susanne Arnold (S)

Markey Cancer Center, University of Kentucky, Lexington, KY, 40506-0054, USA.

Paul Brennan (P)

Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, 69372, France.

John K Field (JK)

Department of Molecular and Clinical Cancer Medicine, Roy Castle Lung Cancer Research Programme, The University of Liverpool Institute of Translational Medicine, Liverpool, L69 7ZX, UK.

Sanjay Shete (S)

Department of Epidemiology, The University of Texas, MD Anderson Cancer Center, Houston, TX, 77079, USA.

Loic Le Marchand (L)

Department of Epidemiology, University of Hawaii Cancer Center, Honolulu, HI, 96813, USA.

Olle Melander (O)

Department of Clinical Sciences, Lund University, BMC F12, 221 84, Lund, Sweden.

Hans Brunnstrom (H)

Department of Clinical Sciences, Lund University, BMC F12, 221 84, Lund, Sweden.

Geoffrey Liu (G)

Epidemiology Division, Princess Margaret Cancer Center, Toronto, ON, M4Y 2H8, Canada.

Rayjean J Hung (RJ)

Epidemiology Division, Lunenfeld-Tanenbuaum Research Institute, Sinai Health System, Toronto, ON M5G 1X5, Canada.

Angeline Andrew (A)

Department of Neurology, Dartmouth-Hitchcock Medical Center, Lebanon, NH, 03756, USA.

Lambertus A Kiemeney (LA)

Department of Health Evidence, Radboud University Medical Center, Nijmegen, 9101 6500, HB, Germany.

Shan Zienolddiny (S)

National Institute of Occupational Health (STAMI), Oslo, Pb 5330, Norway.

Kjell Grankvist (K)

Department of Medical Biosciences, Umeå University, Umea, 901 87, Sweden.

Mikael Johansson (M)

Department of Radiation Sciences, Umeå University, Umea, 901 87, Sweden.

Neil Caporaso (N)

Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, 20850, USA.

Penella Woll (P)

Academic Unit of Clinical Oncology, University of Sheffield, Sheffield, S10 2TN, UK.

Philip Lazarus (P)

College of Pharmacy, Washington State University, Spokane, WA, 99210, USA.

Matthew B Schabath (MB)

Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, 12902, USA.

Melinda C Aldrich (MC)

Department of Thoracic Surgery, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, 37232, USA.

Victoria L Stevens (VL)

Department of Epidemiology Research Program, American Cancer Society, Atlanta, GA, 30303, USA.

Guangfu Jin (G)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
State Key Laboratory of Reproductive Medicine, Center for Global Health, Nanjing Medical University, Nanjing, 211166, China.
Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Medicine, Nanjing Medical University, Nanjing, 211166, China.
China International Cooperation Center for Environment and Human Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.

David C Christiani (DC)

China International Cooperation Center for Environment and Human Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
Department of Environmental Health, Harvard School of Public Health, Department of Medicine, Harvard Medical School/Massachusetts General Hospital, Boston, MA, 02115, USA.

Zhibin Hu (Z)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
State Key Laboratory of Reproductive Medicine, Center for Global Health, Nanjing Medical University, Nanjing, 211166, China.
China International Cooperation Center for Environment and Human Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.

Christopher I Amos (CI)

Baylor College of Medicine, Institute for Clinical and Translational Research, Houston, TX, 21202, USA.

Hongxia Ma (H)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China. hongxiama@njmu.edu.cn.
State Key Laboratory of Reproductive Medicine, Center for Global Health, Nanjing Medical University, Nanjing, 211166, China. hongxiama@njmu.edu.cn.
Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Medicine, Nanjing Medical University, Nanjing, 211166, China. hongxiama@njmu.edu.cn.
China International Cooperation Center for Environment and Human Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China. hongxiama@njmu.edu.cn.

Hongbing Shen (H)

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China. hbshen@njmu.edu.cn.
State Key Laboratory of Reproductive Medicine, Center for Global Health, Nanjing Medical University, Nanjing, 211166, China. hbshen@njmu.edu.cn.
Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Medicine, Nanjing Medical University, Nanjing, 211166, China. hbshen@njmu.edu.cn.
China International Cooperation Center for Environment and Human Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China. hbshen@njmu.edu.cn.

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