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

View Abstract

RATIONALE

Asthma and chronic obstructive pulmonary disease (COPD) have distinct and overlapping genetic and clinical features.

OBJECTIVES

We hypothesized that polygenic risk scores (PRSs) for asthma (PRS) and spirometry (FEV and FEV/FVC; PRS) would demonstrate differential associations with asthma, COPD, and asthma-COPD overlap (ACO).

METHODS

We developed and tested two asthma PRSs and applied the higher performing PRS and a previously-published PRS to research (COPDGene and CAMP, with spirometry) and electronic-health record (EHR)-based (MGB Biobank and GERA) studies. We assessed the association of PRSs with COPD and asthma using modified random and binary effects meta-analyses, and ACO and asthma exacerbations in specific cohorts. Models were adjusted for confounders and genetic ancestry.

MEASUREMENTS AND MAIN RESULTS

In meta-analyses of 102,477 participants, the PRS (OR per SD 1.16 [95% CI: 1.14-1.19]) and PRS (OR per SD 1.19 [95% CI: 1.17-1.22]) both predicted asthma, while the PRS predicted COPD (OR per SD 1.25 [95% CI: 1.21-1.30]). However, results differed by cohort. The PRS was not associated with COPD in GERA and MGB. In COPDGene, the PRS (OR per SD: Whites: 1.3; African Americans (AA): 1.2) and PRS (OR per SD: Whites: 2.2; AA: 1.6) were both associated with ACO. In GERA, the PRS was associated with asthma exacerbations (OR 1.18) in whites; the PRS was associated with asthma exacerbations in white, LatinX, and East Asian participants.

CONCLUSIONS

Polygenic risk scores for asthma and spirometry are both associated with asthma-COPD overlap and asthma exacerbations. Genetic prediction performance differs in research versus EHR-based cohorts.

Abbreviation
J Allergy Clin Immunol
Publication Date
2023-08-16
Pubmed ID
37595761
Medium
Print-Electronic
Full Title
Polygenic risk scores identify heterogeneity in asthma and chronic obstructive pulmonary disease.
Authors
Moll M, Sordillo JE, Ghosh AJ, Hayden LP, McDermott G, McGeachie MJ, Dahlin A, Tiwari A, Manmadkar MG, Abston ED, Pavuluri C, Saferali A, Begum S, Ziniti JP, Gulsvik A, Bakke PS, Aschard H, Iribarren C, Hersh CP, Sparks JA, Hobbs BD, Lasky-Su JA, Silverman EK, Weiss ST, Wu AC, Cho MH