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. 2021 Nov;51(11):1410-1420.
doi: 10.1111/cea.14007. Epub 2021 Sep 5.

A polygenic risk score for asthma in a large racially diverse population

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A polygenic risk score for asthma in a large racially diverse population

Joanne E Sordillo et al. Clin Exp Allergy. 2021 Nov.

Abstract

Background: Polygenic risk scores (PRSs) will have important utility for asthma and other chronic diseases as a tool for predicting disease incidence and subphenotypes.

Objective: We utilized findings from a large multiancestry GWAS of asthma to compute a PRS for asthma with relevance for racially diverse populations.

Methods: We derived two PRSs for asthma using a standard approach (based on genome-wide significant variants) and a lasso sum regression approach (allowing all genetic variants to potentially contribute). We used data from the racially diverse Kaiser Permanente GERA cohort (68 638 non-Hispanic Whites, 5874 Hispanics, 6870 Asians and 2760 Blacks). Race was self-reported by questionnaire.

Results: For the standard PRS, non-Hispanic Whites showed the highest odds ratio for a standard deviation increase in PRS for asthma (OR = 1.16 (95% CI 1.14-1.18)). The standard PRS was also associated with asthma in Hispanic (OR = 1.12 (95% CI 1.05-1.19)) and Asian (OR = 1.10 (95% CI 1.04-1.17)) subjects, with a trend towards increased risk in Blacks (OR = 1.05 (95% CI 0.97-1.15)). We detected an interaction by sex, with men showing a higher risk of asthma with an increase in PRS as compared to women. The lasso sum regression-derived PRS showed stronger associations with asthma in non-Hispanic White subjects (OR = 1.20 (95% CI 1.18-1.23)), Hispanics (OR = 1.17 (95% 1.10-1.26)), Asians (OR = 1.18 (95% CI 1.10-1.27)) and Blacks (OR = 1.10 (95% CI 0.99-1.22)).

Conclusion: Polygenic risk scores across multiple racial/ethnic groups were associated with increased asthma risk, suggesting that PRSs have potential as a tool for predicting disease development.

Keywords: IgE; asthma; epidemiology; genetics; omics and systems biology.

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Figures

Figure 1.
Figure 1.
Overview of Methodology
Figure 2.
Figure 2.
Odd ratios (95% Cis) for asthma with each decile of the polygenic risk score (5th decile as the reference) for Non-Hispanic Whites a), Asians b) Hispanics c) and Blacks d).
Figure 3.
Figure 3.. Asthma GWAS Meta-analysis Results for TAGC and UK Biobank Populations.
Manhattan plot of meta-analysis results is shown with chromosal position along the abscissa and −log(p-value) on the ordinate axis. Red horizontal line indicates the significance threshold for genome-wide significance.

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