Chronic obstructive pulmonary disease and related phenotypes: polygenic risk scores in population-based and case-control cohorts.

TitleChronic obstructive pulmonary disease and related phenotypes: polygenic risk scores in population-based and case-control cohorts.
Publication TypePublication
Year2020
AuthorsMoll M, Sakornsakolpat P, Shrine N, Hobbs BD, DeMeo DL, John C, Guyatt AL, McGeachie MJ, Gharib SA, Obeidat M'en, Lahousse L, Wijnant SRA, Brusselle G, Meyers DA, Bleecker ER, Li X, Tal-Singer R, Manichaikul A, Rich SS, Won S, Kim WJin, Do ARa, Washko GR, R Barr G, Psaty BM, Bartz TM, Hansel NN, Barnes K, Hokanson JE, Crapo JD, Lynch D, Bakke P, Gulsvik A, Hall IP, Wain L, Weiss ST, Silverman EK, Dudbridge F, Tobin MD, Cho MH
Corporate AuthorsInternational COPD Genetics Consortium, SpiroMeta Consortium
JournalLancet Respir Med
Volume8
Issue7
Pagination696-708
Date Published2020 Jul
ISSN2213-2619
KeywordsAdult, Case-Control Studies, Cohort Studies, Female, Forced Expiratory Volume, Genome-Wide Association Study, Humans, Male, Middle Aged, phenotype, Pulmonary Disease, Chronic Obstructive, Risk Factors, Vital Capacity
Abstract

BACKGROUND: Genetic factors influence chronic obstructive pulmonary disease (COPD) risk, but the individual variants that have been identified have small effects. We hypothesised that a polygenic risk score using additional variants would predict COPD and associated phenotypes.METHODS: We constructed a polygenic risk score using a genome-wide association study of lung function (FEV and FEV/forced vital capacity [FVC]) from the UK Biobank and SpiroMeta. We tested this polygenic risk score in nine cohorts of multiple ethnicities for an association with moderate-to-severe COPD (defined as FEV/FVC <0·7 and FEV <80% of predicted). Associations were tested using logistic regression models, adjusting for age, sex, height, smoking pack-years, and principal components of genetic ancestry. We assessed predictive performance of models by area under the curve. In a subset of studies, we also studied quantitative and qualitative CT imaging phenotypes that reflect parenchymal and airway pathology, and patterns of reduced lung growth.FINDINGS: The polygenic risk score was associated with COPD in European (odds ratio [OR] per SD 1·81 [95% CI 1·74-1·88] and non-European (1·42 [1·34-1·51]) populations. Compared with the first decile, the tenth decile of the polygenic risk score was associated with COPD, with an OR of 7·99 (6·56-9·72) in European ancestry and 4·83 (3·45-6·77) in non-European ancestry cohorts. The polygenic risk score was superior to previously described genetic risk scores and, when combined with clinical risk factors (ie, age, sex, and smoking pack-years), showed improved prediction for COPD compared with a model comprising clinical risk factors alone (AUC 0·80 [0·79-0·81] vs 0·76 [0·75-0·76]). The polygenic risk score was associated with CT imaging phenotypes, including wall area percent, quantitative and qualitative measures of emphysema, local histogram emphysema patterns, and destructive emphysema subtypes. The polygenic risk score was associated with a reduced lung growth pattern.INTERPRETATION: A risk score comprised of genetic variants can identify a small subset of individuals at markedly increased risk for moderate-to-severe COPD, emphysema subtypes associated with cigarette smoking, and patterns of reduced lung growth.FUNDING: US National Institutes of Health, Wellcome Trust.

DOI10.1016/S2213-2600(20)30101-6
Alternate JournalLancet Respir Med
PubMed ID32649918
PubMed Central IDPMC7429152
Grant ListR01 HL113264 / HL / NHLBI NIH HHS / United States
MC_UU_00006/1 / MRC_ / Medical Research Council / United Kingdom
MC_UU_12015/1 / MRC_ / Medical Research Council / United Kingdom
R01 HL147148 / HL / NHLBI NIH HHS / United States
R01 HL135142 / HL / NHLBI NIH HHS / United States
MR/P00167X/1 / MRC_ / Medical Research Council / United Kingdom
R01 HL137927 / HL / NHLBI NIH HHS / United States
K08 HL136928 / HL / NHLBI NIH HHS / United States
MR/S019669/1 / MRC_ / Medical Research Council / United Kingdom
R01 HL131565 / HL / NHLBI NIH HHS / United States
P01 HL132825 / HL / NHLBI NIH HHS / United States
R01 HL122464 / HL / NHLBI NIH HHS / United States
MC_PC_17228 / MRC_ / Medical Research Council / United Kingdom
R01 HL133135 / HL / NHLBI NIH HHS / United States
R01 HL139634 / HL / NHLBI NIH HHS / United States
U01 HL130114 / HL / NHLBI NIH HHS / United States
R01 HL105756 / HL / NHLBI NIH HHS / United States
R01 HL111024 / HL / NHLBI NIH HHS / United States
U01 HL089856 / HL / NHLBI NIH HHS / United States
T32 HL007427 / HL / NHLBI NIH HHS / United States
MC_QA137853 / MRC_ / Medical Research Council / United Kingdom
MS#: 
MS320
Manuscript Full Title: 
Chronic obstructive pulmonary disease and related phenotypes: polygenic risk scores in population-based and case-control cohorts.
ECI: 
Manuscript Status: 
Published and Public