Department of Human Genetics, Wellcome Sanger Institute, Cambridge, UK.
Institute of Health Informatics, University College London, London, UK.
Nat Commun. 2022 Aug 9;13(1):4664. doi: 10.1038/s41467-022-32095-5.
Individuals with South Asian ancestry have a higher risk of heart disease than other groups but have been largely excluded from genetic research. Using data from 22,000 British Pakistani and Bangladeshi individuals with linked electronic health records from the Genes & Health cohort, we conducted genome-wide association studies of coronary artery disease and its key risk factors. Using power-adjusted transferability ratios, we found evidence for transferability for the majority of cardiometabolic loci powered to replicate. The performance of polygenic scores was high for lipids and blood pressure, but lower for BMI and coronary artery disease. Adding a polygenic score for coronary artery disease to clinical risk factors showed significant improvement in reclassification. In Mendelian randomisation using transferable loci as instruments, our findings were consistent with results in European-ancestry individuals. Taken together, trait-specific transferability of trait loci between populations is an important consideration with implications for risk prediction and causal inference.
南亚裔个体患心脏病的风险高于其他群体,但他们在很大程度上被排除在基因研究之外。本研究利用来自 22000 名英国巴基斯坦裔和孟加拉裔个体的基因与健康队列的电子健康记录数据,对冠状动脉疾病及其主要危险因素进行了全基因组关联研究。通过使用调整后的可转移性比率,我们发现大多数代谢相关基因座的可转移性证据具有复制能力。多基因评分在血脂和血压方面表现良好,但在 BMI 和冠状动脉疾病方面表现较差。将冠状动脉疾病的多基因评分添加到临床风险因素中,可显著提高再分类能力。在使用可转移基因座作为工具的孟德尔随机化研究中,我们的发现与欧洲血统个体的结果一致。总之,人群之间特定性状基因座的可转移性是一个重要的考虑因素,对风险预测和因果推断有影响。