TY - JOUR
T1 - Whole-genome sequencing in severe chronic obstructive pulmonary disease
AU - Prokopenko, Dmitry
AU - Sakornsakolpat, Phuwanat
AU - Fier, Heide Loehlein
AU - Qiao, Dandi
AU - Parker, Margaret M.
AU - McDonald, Merry Lynn N.
AU - Manichaikul, Ani
AU - Rich, Stephen S.
AU - Barr, R. Graham
AU - Williams, Christopher J.
AU - Brantly, Mark L.
AU - Lange, Christoph
AU - Beaty, Terri H.
AU - Crapo, James D.
AU - Silverman, Edwin K.
AU - Cho, Michael H.
N1 - Funding Information:
*A full listing of COPDGene investigators can be found at: http://www.copdgene.org/directory/. ‡A full listing of TOPMED investigators can be found in the data supplement for this article. Supported by National Institutes of Health (NIH) grants R01 HL113264 (E.K.S.), R01 HL137927 (M.H.C. and E.K.S.), R01 HL135142 (M.H.C.), P01 HL089856 (E.K.S.), R01 HL113264 (M.H.C. and E.K.S.), R01 HL089897 (J.D.C.), P01 HL132825, R00 HL121087 (M.-L.N.M.), and R01 HL131565 and the Alpha-1 Foundation (A.M.). The Genetic Epidemiology of Chronic Obstructive Pulmonary Disease (COPDGene) Study was supported by National Heart, Lung, and Blood Institute (NHLBI) awards R01 HL089897 and R01 HL089856. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NHLBI or the NIH. The COPDGene Study (NCT00608764) is also supported by the Chronic Obstructive Pulmonary Disease (COPD) Foundation through contributions made to an industry advisory board comprised of AstraZeneca, Boehringer Ingelheim, GlaxoSmithKline, Novartis, Pfizer, Siemens, and Sunovion. The Multi-Ethnic Study of Atherosclerosis (MESA) and the MESA SNP Health Association Resource (SHARe) project are conducted and supported by the NHLBI in collaboration with MESA investigators. Support for MESA is provided by NIH contracts HHSN268201500003I, N01-HC-95159, N01-HC-95160, N01-HC-95161, N01-HC-95162, N01-HC-95163, N01-HC-95164, N01-HC-95165, N01-HC-95166, N01-HC-95167, N01-HC-95168, N01-HC-95169, UL1-TR-000040, UL1-TR-001079, UL1-TR-001420, UL1-TR-001881, and DK063491. The MESA Family Study is conducted and supported by the NHLBI in collaboration with MESA investigators. Support is provided by NIH grants and contracts R01 HL071051, R01 HL071205, R01 HL071250, R01 HL071251, R01 HL071258, and R01 HL071259; by National Center for Research Resources grant UL1RR033176; and by National Center for Advancing Translational Sciences grant UL1TR001881. Funding for SHARe genotyping was provided by NHLBI contract N02-HL-64278. Genotyping was performed at Affymetrix and the Broad Institute of Harvard and MIT using the Affymetrix Genome-Wide Human SNP Array 6.0. The MESA Lung and MESA COPD studies are funded by NIH grants R01 HL077612 and R01 HL093081. Whole-genome sequencing for the Trans-Omics in Precision Medicine (TOPMed) program was supported by the NHLBI. Whole-genome sequencing for TOPMed phs000951 and phs000946 was performed at the University of Washington Northwest Genomics Center (3R01 HL089856-08S1). Centralized read mapping and genotype calling, together with variant quality metrics and filtering, were provided by the TOPMed Informatics Research Center (3R01 HL-117626-02S1). Phenotype harmonization, data management, sample identity quality control, and general study coordination were provided by the TOPMed Data Coordinating Center (3R01 HL-120393-02S1).
Publisher Copyright:
Copyright © 2018 by the American Thoracic Society
PY - 2018/11
Y1 - 2018/11
N2 - Genome-wide association studies have identified common variants associated with chronic obstructive pulmonary disease (COPD). Whole-genome sequencing (WGS) offers comprehensive coverage of the entire genome, as compared with genotyping arrays or exome sequencing. We hypothesized that WGS in subjects with severe COPD and smoking control subjects with normal pulmonary function would allow us to identify novel genetic determinants of COPD. We sequenced 821 patients with severe COPD and 973 control subjects from the COPDGene and Boston Early-Onset COPD studies, including both non-Hispanic white and African American individuals. We performed single-variant and grouped-variant analyses, and in addition, we assessed the overlap of variants between sequencing- and array-based imputation. Our most significantly associated variant was in a known region near HHIP (combined P = 1.6 3 1029); additional variants approaching genome-wide significance included previously described regions in CHRNA5, TNS1, and SERPINA6/SERPINA1 (the latter in African American individuals). None of our associations were clearly driven by rare variants, and we found minimal evidence of replication of genes identified by previously reported smaller sequencing studies. With WGS, we identified more than 20 million new variants, not seen with imputation, including more than 10,000 of potential importance in previously identified COPD genome-wide association study regions. WGS in severe COPD identifies a large number of potentially important functional variants, with the strongest associations being in known COPD risk loci, including HHIP and SERPINA1. Larger sample sizes will be needed to identify associated variants in novel regions of the genome.
AB - Genome-wide association studies have identified common variants associated with chronic obstructive pulmonary disease (COPD). Whole-genome sequencing (WGS) offers comprehensive coverage of the entire genome, as compared with genotyping arrays or exome sequencing. We hypothesized that WGS in subjects with severe COPD and smoking control subjects with normal pulmonary function would allow us to identify novel genetic determinants of COPD. We sequenced 821 patients with severe COPD and 973 control subjects from the COPDGene and Boston Early-Onset COPD studies, including both non-Hispanic white and African American individuals. We performed single-variant and grouped-variant analyses, and in addition, we assessed the overlap of variants between sequencing- and array-based imputation. Our most significantly associated variant was in a known region near HHIP (combined P = 1.6 3 1029); additional variants approaching genome-wide significance included previously described regions in CHRNA5, TNS1, and SERPINA6/SERPINA1 (the latter in African American individuals). None of our associations were clearly driven by rare variants, and we found minimal evidence of replication of genes identified by previously reported smaller sequencing studies. With WGS, we identified more than 20 million new variants, not seen with imputation, including more than 10,000 of potential importance in previously identified COPD genome-wide association study regions. WGS in severe COPD identifies a large number of potentially important functional variants, with the strongest associations being in known COPD risk loci, including HHIP and SERPINA1. Larger sample sizes will be needed to identify associated variants in novel regions of the genome.
KW - Association studies
KW - Chronic obstructive pulmonary disease
KW - Whole-genome sequencing
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U2 - 10.1165/rcmb.2018-0088OC
DO - 10.1165/rcmb.2018-0088OC
M3 - Article
C2 - 29949718
AN - SCOPUS:85055791790
SN - 1044-1549
VL - 59
SP - 614
EP - 622
JO - American Journal of Respiratory Cell and Molecular Biology
JF - American Journal of Respiratory Cell and Molecular Biology
IS - 5
ER -