Department of Population Science and Experimental Medicine, Institute of Cardiovascular Science, University College London, Gower Street, London, WC1E 6BT, UK.
MRC Unit for Lifelong Health and Ageing, University College London, 1-19 Torrington Place, London, WC1E 7HB, UK.
Eur J Hum Genet. 2024 Jun;32(6):697-707. doi: 10.1038/s41431-023-01517-3. Epub 2024 Jan 5.
Polygenic scores (PGSs) provide an individual level estimate of genetic risk for any given disease. Since most PGSs have been derived from genome wide association studies (GWASs) conducted in populations of White European ancestry, their validity in other ancestry groups remains unconfirmed. This is especially relevant for cardiometabolic diseases which are known to disproportionately affect people of non-European ancestry. Thus, we aimed to evaluate the performance of PGSs for glycaemic traits (glycated haemoglobin, and type 1 and type 2 diabetes mellitus), cardiometabolic risk factors (body mass index, hypertension, high- and low-density lipoproteins, and total cholesterol and triglycerides) and cardiovascular diseases (including stroke and coronary artery disease) in people of White European, South Asian, and African Caribbean ethnicity in the UK Biobank. Whilst PGSs incorporated some GWAS data from multi-ethnic populations, the vast majority originated from White Europeans. For most outcomes, PGSs derived mostly from European populations had an overall better performance in White Europeans compared to South Asians and African Caribbeans. Thus, multi-ancestry GWAS data are needed to derive ancestry stratified PGSs to tackle health inequalities.
多基因评分(PGS)为任何特定疾病提供了个体遗传风险的估计。由于大多数 PGS 是从欧洲白人血统人群中进行的全基因组关联研究(GWAS)中得出的,因此它们在其他血统群体中的有效性尚未得到证实。这对于代谢性心血管疾病尤其相关,因为已知这些疾病在非欧洲血统的人群中不成比例地发生。因此,我们旨在评估 PGS 在英国生物库中具有欧洲白种人、南亚和非洲加勒比血统的人群中的血糖特征(糖化血红蛋白和 1 型和 2 型糖尿病)、心血管代谢危险因素(体重指数、高血压、高低密度脂蛋白以及总胆固醇和甘油三酯)和心血管疾病(包括中风和冠状动脉疾病)中的表现。虽然 PGS 纳入了来自多种族人群的一些 GWAS 数据,但绝大多数来自欧洲白人。对于大多数结果,源自欧洲人群的 PGS 在欧洲白人中与南亚人和非洲加勒比人相比总体表现更好。因此,需要多血统 GWAS 数据来推导基于血统的 PGS,以解决健康不平等问题。