TY - JOUR
T1 - Human lung DNA methylation quantitative trait loci colocalize with chronic obstructive pulmonary disease genome-Wide association loci
AU - Morrow, Jarrett D.
AU - Glass, Kimberly
AU - Cho, Michael H.
AU - Hersh, Craig P.
AU - Pinto-Plata, Victor
AU - Celli, Bartolome
AU - Marchetti, Nathaniel
AU - Criner, Gerard
AU - Bueno, Raphael
AU - Washko, George
AU - Choi, Augustine M.K.
AU - Quackenbush, John
AU - Silverman, Edwin K.
AU - DeMeo, Dawn L.
N1 - Funding Information:
Supported by NIH grants K25 HL136846 (J.D.M.), P01 HL105339 (E.K.S.), R01 HL111759 (J.Q.), P01 HL114501 (A.M.K.C.), P01 HL132825 (D.L.D.), R01 HL089856 (E.K.S.), R01 HL089897, and K25 HL133599 (K.G.).
Funding Information:
Acknowledgment: The authors thank Drs. Amund Gulsvik, Per Bakke, Augusto Litonjua, Pantel Vokonas, and Ruth Tal-Singer, and the GenKOLS (Genetics of Chronic Obstructive Lung Disease), NETT (National Emphysema Treatment Trial)/NAS (Normative Aging Study), ECLIPSE (Evaluation of COPD Longitudinally to Identify Predictive Surrogate End-points), and COPDGene studies for use of their genome-wide association study meta-analysis data. The COPDGene study (R01 HL089856 and R01 HL089897) (NCT00608764) was funded by the NIH and is also supported by the COPD Foundation through contributions made to an Industry Advisory Board composed of AstraZeneca, Boehringer Ingelheim, Novartis, Pfizer, Siemens, GSK, and Sunovion. NETT was supported by grants NHLBI N01HR76101, N01HR76102, N01HR76103, N01HR76104, N01HR76105, N01HR76106, N01HR76107, N01HR76108, N01HR76109, N01HR76110, N01HR76111, N01HR76112, N01HR76113, N01HR76114, N01HR76115, N01HR76116, N01HR76118, and N01HR76119, the Centers for Medicare and Medicaid Services, and the Agency for Healthcare Research and Quality. NAS is supported by the Cooperative Studies Program/ERIC of the U.S. Department of Veterans Affairs and is a component of the Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC). The Norway GenKOLS study (GSK code RES11080), the ECLIPSE study (NCT00292552; GSK code SCO104960), and the ICGN study were funded by GlaxoSmithKline.
Publisher Copyright:
Copyright © 2018 by the American Thoracic Society.
PY - 2018/5/15
Y1 - 2018/5/15
N2 - Rationale: As the third leading cause of death in the United States, the impact of chronic obstructive pulmonary disease (COPD) makes identification of its molecular mechanisms of great importance. Genome-wide association studies (GWASs) have identified multiple genomic regions associated with COPD. However, genetic variation only explains a small fraction of the susceptibility to COPD, and sub–genome-wide significant loci may play a role in pathogenesis. Objectives: Regulatory annotation with epigenetic evidence may give priority for further investigation, particularly for GWAS associations in noncoding regions. We performed integrative genomics analyses using DNA methylation profiling and genome-wide SNP genotyping from lung tissue samples from 90 subjects with COPD and 36 control subjects. Methods: We performed methylation quantitative trait loci (mQTL) analyses, testing for SNPs associated with percent DNA methylation and assessed the colocalization of these results with previous COPD GWAS findings using Bayesian methods in the R package coloc to highlight potential regulatory features of the loci. Measurements and Main Results: We identified 942,068 unique SNPs and 33,996 unique CpG sites among the significant (5% false discovery rate) cis-mQTL results. The genome-wide significant and subthreshold (P, 10 24 ) GWAS SNPs were enriched in the significant mQTL SNPs (hypergeometric test P, 0.00001). We observed enrichment for sites located in CpG shores and shelves, but not CpG islands. Using Bayesian colocalization, we identified loci in regions near KCNK3, EEFSEC, PIK3CD, DCDC2C, TCERG1L, FRMD4B, and IL27. Conclusions: Colocalization of mQTL and GWAS loci provides regulatory characterization of significant and subthreshold GWAS findings, supporting a role for genetic control of methylation in COPD pathogenesis.
AB - Rationale: As the third leading cause of death in the United States, the impact of chronic obstructive pulmonary disease (COPD) makes identification of its molecular mechanisms of great importance. Genome-wide association studies (GWASs) have identified multiple genomic regions associated with COPD. However, genetic variation only explains a small fraction of the susceptibility to COPD, and sub–genome-wide significant loci may play a role in pathogenesis. Objectives: Regulatory annotation with epigenetic evidence may give priority for further investigation, particularly for GWAS associations in noncoding regions. We performed integrative genomics analyses using DNA methylation profiling and genome-wide SNP genotyping from lung tissue samples from 90 subjects with COPD and 36 control subjects. Methods: We performed methylation quantitative trait loci (mQTL) analyses, testing for SNPs associated with percent DNA methylation and assessed the colocalization of these results with previous COPD GWAS findings using Bayesian methods in the R package coloc to highlight potential regulatory features of the loci. Measurements and Main Results: We identified 942,068 unique SNPs and 33,996 unique CpG sites among the significant (5% false discovery rate) cis-mQTL results. The genome-wide significant and subthreshold (P, 10 24 ) GWAS SNPs were enriched in the significant mQTL SNPs (hypergeometric test P, 0.00001). We observed enrichment for sites located in CpG shores and shelves, but not CpG islands. Using Bayesian colocalization, we identified loci in regions near KCNK3, EEFSEC, PIK3CD, DCDC2C, TCERG1L, FRMD4B, and IL27. Conclusions: Colocalization of mQTL and GWAS loci provides regulatory characterization of significant and subthreshold GWAS findings, supporting a role for genetic control of methylation in COPD pathogenesis.
KW - Chronic obstructive pulmonary disease
KW - Epigenetics
KW - MQTL
KW - Methylation QTL
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U2 - 10.1164/rccm.201707-1434OC
DO - 10.1164/rccm.201707-1434OC
M3 - Article
C2 - 29313708
AN - SCOPUS:85047327863
VL - 197
SP - 1275
EP - 1284
JO - American journal of respiratory and critical care medicine
JF - American journal of respiratory and critical care medicine
SN - 1073-449X
IS - 10
ER -