paperKB
coga / coga-kb
Help
Sign in

Chunk #3 — Background

Source
Development and validation of a trans-ancestry polygenic risk score for type 2 diabetes in diverse populations.
Embedded
yes

Text

the opportunities and challenges in the clinical translation of T2D PRS. Specifically, we integrated T2D GWAS in European, African, and East Asian individuals to construct the trans-ancestry PRS using state-of-the-art Bayesian polygenic modeling methods [18], and evaluated the PRS in the multi-ethnic eMERGE I-III samples [19], four Black cohorts, and the Taiwan Biobank [20, 21]. We additionally assessed a post hoc ancestry adjustment method that can express the polygenic risk on the same scale across populations and facilitate the use of a single cutoff to identify high-risk individuals with ancestrally diverse backgrounds in prospective cohorts. Our efforts represent the first step towards the implementation of T2D PRS into routine clinical care.