Polygenic risk scores identify heterogeneity in asthma and chronic obstructive pulmonary disease

被引:7
作者
Moll, Matthew [1 ,2 ]
Sordillo, Joanne E. [3 ,4 ]
Ghosh, Auyon J. [5 ]
Hayden, Lystra P. [6 ]
McDermott, Gregory [7 ]
McGeachie, Michael J.
Dahlin, Amber
Tiwari, Anshul [8 ]
Manmadkar, Monica G. [8 ]
Abston, Eric D. [9 ]
Pavuluri, Chandan [1 ,2 ]
Saferali, Aabida [2 ,8 ]
Begum, Sofina [2 ,8 ]
Ziniti, John P. [2 ,8 ]
Gulsvik, Amund [10 ]
Bakke, Per S. [10 ]
Aschard, Hugues [11 ]
Iribarren, Carlos [12 ]
Hersh, Craig P. [1 ,2 ]
Sparks, Jeffrey A. [2 ,7 ]
Hobbs, Brian D. [1 ,2 ]
Lasky-Su, Jessica A. [2 ,8 ]
Silverman, Edwin K. [2 ,8 ]
Weiss, Scott T. [2 ,8 ]
Wu, Ann Chen [3 ,4 ]
Cho, Michael H. [1 ,2 ,13 ]
机构
[1] Harvard Med Sch, Dept Med, Channing Div Network Med, Div Pulm & Crit Care Med, Boston, MA USA
[2] Harvard Med Sch, Brigham & Womens Hosp, Boston, MA USA
[3] PRecis Med Translat Res PROMoTeR Ctr, Harvard Med Sch, Dept Populat Med, Boston, MA USA
[4] Harvard Pilgrim Hlth Care, Boston, MA USA
[5] SUNY Upstate Med Ctr, Dept Med, Div Pulm & Crit Care Med, Syracuse, NY USA
[6] Harvard Med Sch, Boston Childrens Hosp, Dept Pediat, Div Pulm Med, Boston, MA USA
[7] Brigham & Womens Hosp, Dept Med, Div Rheumatol Inflammat & Immun, Boston, MA USA
[8] Brigham & Womens Hosp, Dept Med, Channing Div Network Med, Boston, MA USA
[9] Massachusetts Gen Hosp, Dept Surg, Boston, MA USA
[10] Univ Bergen, Dept Clin Sci, Bergen, Norway
[11] Univ Paris, Inst Pasteur, Dept Computat Biol, Paris, France
[12] Kaiser Permanente Northern Calif, Div Res, Oakland, ON, Canada
[13] Brigham & Womens Hosp, Channing Div Network Med, 181 Longwood Ave, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
Asthma; chronic obstructive pulmonary disease; asthma-COPD overlap; polygenic risk scores; heterogeneity; GENETIC EPIDEMIOLOGY RESEARCH; LUNG-FUNCTION; ADULT HEALTH; COPD; OVERLAP; ASSOCIATIONS; INFORMATICS; REGRESSION; LOCI;
D O I
10.1016/j.jaci.2023.08.002
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background: Asthma and chronic obstructive pulmonary disease (COPD) have distinct and overlapping genetic and clinical features. Objective: We sought to test the hypothesis that polygenic risk scores (PRSs) for asthma (PRSAsthma) and spirometry (FEV1 and FEV1/forced vital capacity; PRSspiro) would demonstrate differential associations with asthma, COPD, and asthma-COPD overlap (ACO). Methods: We developed and tested 2 asthma PRSs and applied the higher performing PRSAsthma and a previously published PRSspiro to research (Genetic Epidemiology of COPD study and Childhood Asthma Management Program, with spirometry) and electronic health record-based (Mass General Brigham Biobank and Genetic Epidemiology Research on Adult Health and Aging [GERA]) studies. We assessed the association of PRSs with COPD and asthma using modified random-effects and binary-effects meta-analyses, and ACO and asthma exacerbations in specific cohorts. Models were adjusted for confounders and genetic ancestry. Results: In meta-analyses of 102,477 participants, the PRSAsthma (odds ratio [OR] per SD, 1.16 [95% CI, 1.14-1.19]) and PRSspiro (OR per SD, 1.19 [95% CI, 1.17-1.22]) both predicted asthma, whereas the PRSspiro predicted COPD (OR per SD, 1.25 [95% CI, 1.21-1.30]). However, results differed by cohort. The PRSspiro was not associated with COPD in GERA and Mass General Brigham Biobank. In the Genetic Epidemiology of COPD study, the PRSAsthma (OR per SD: Whites, 1.3; African Americans, 1.2) and PRSspiro (OR per SD: Whites, 2.2; African Americans, 1.6) were both associated with ACO. In GERA, the PRSAsthma was associated with asthma exacerbations (OR, 1.18) in Whites; the PRSspiro was associated with asthma exacerbations in White, LatinX, and East Asian participants. Conclusions: PRSs for asthma and spirometry are both associated with ACO and asthma exacerbations. Genetic prediction performance differs in research versus electronic health record- based cohorts. (J Allergy Clin Immunol 2023;152:1423-32.)
引用
收藏
页码:1423 / 1432
页数:10
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