Advanced Care Research Centre, School of Engineering, College of Science and Engineering, The University of Edinburgh, Edinburgh, UK.
Lothian Birth Cohorts, Department of Psychology, University of Edinburgh, Edinburgh, UK.
Sci Rep. 2024 Jun 1;14(1):12586. doi: 10.1038/s41598-024-63229-y.
Frailty is a complex trait. Twin studies and high-powered Genome Wide Association Studies conducted in the UK Biobank have demonstrated a strong genetic basis of frailty. The present study utilized summary statistics from a Genome Wide Association Study on the Frailty Index to create and test the predictive power of frailty polygenic risk scores (PRS) in two independent samples - the Lothian Birth Cohort 1936 (LBC1936) and the English Longitudinal Study of Ageing (ELSA) aged 67-84 years. Multiple regression models were built to test the predictive power of frailty PRS at five time points. Frailty PRS significantly predicted frailty, measured via the FI, at all-time points in LBC1936 and ELSA, explaining 2.1% (β = 0.15, 95%CI, 0.085-0.21) and 1.8% (β = 0.14, 95%CI, 0.10-0.17) of the variance, respectively, at age ~ 68/ ~ 70 years (p < 0.001). This work demonstrates that frailty PRS can predict frailty in two independent cohorts, particularly at early ages (~ 68/ ~ 70). PRS have the potential to be valuable instruments for identifying those at risk for frailty and could be important for controlling for genetic confounders in epidemiological studies.
衰弱是一种复杂的特征。在英国生物库中进行的双胞胎研究和高影响力的全基因组关联研究表明,衰弱具有很强的遗传基础。本研究利用全基因组关联研究衰弱指数的汇总统计数据,在两个独立样本中创建和测试衰弱多基因风险评分(PRS)的预测能力——洛锡安出生队列 1936 年(LBC1936)和年龄在 67-84 岁的英国老龄化纵向研究(ELSA)。使用多元回归模型在五个时间点测试衰弱 PRS 的预测能力。在 LBC1936 和 ELSA 中,衰弱 PRS 显著预测了 FI 测量的衰弱,在所有时间点均有预测能力,分别解释了方差的 2.1%(β=0.15,95%CI,0.085-0.21)和 1.8%(β=0.14,95%CI,0.10-0.17),年龄在 68 岁左右/70 岁左右(p<0.001)。这项工作表明,衰弱 PRS 可以预测两个独立队列的衰弱情况,特别是在早期(68 岁左右/70 岁左右)。PRS 有可能成为识别衰弱风险人群的有价值工具,并且在流行病学研究中对于控制遗传混杂因素可能非常重要。