Gerontology Research Center, Faculty of Sport and Health Sciences, University of Jyväskylä, P.O. Box 35 (VIV), Jyväskylä, FIN-40014, Finland.
Institute for Molecular Medicine Finland (FIMM), HiLIFE, Helsinki, Finland.
Eur J Epidemiol. 2023 Sep;38(9):995-1008. doi: 10.1007/s10654-023-01029-w. Epub 2023 Aug 21.
Physical activity (PA), aerobic fitness, and cardiometabolic diseases (CMD) are highly heritable multifactorial phenotypes. Shared genetic factors may underlie the associations between higher levels of PA and better aerobic fitness and a lower risk for CMDs. We aimed to study how PA genotype associates with self-reported PA, aerobic fitness, cardiometabolic risk factors and diseases. PA genotype, which combined variation in over one million of gene variants, was composed using the SBayesR polygenic scoring methodology. First, we constructed a polygenic risk score for PA in the Trøndelag Health Study (N = 47,148) using UK Biobank single nucleotide polymorphism-specific weights (N = 400,124). The associations of the PA PRS and continuous variables were analysed using linear regression models and with CMD incidences using Cox proportional hazard models. The results showed that genotypes predisposing to higher amount of PA were associated with greater self-reported PA (Beta [B] = 0.282 MET-h/wk per SD of PRS for PA, 95% confidence interval [CI] = 0.211, 0.354) but not with aerobic fitness. These genotypes were also associated with healthier cardiometabolic profile (waist circumference [B = -0.003 cm, 95% CI = -0.004, -0.002], body mass index [B = -0.002 kg/m, 95% CI = -0.004, -0.001], high-density lipoprotein cholesterol [B = 0.004 mmol/L, 95% CI = 0.002, 0.006]) and lower incidence of hypertensive diseases (Hazard Ratio [HR] = 0.97, 95% CI = 0.951, 0.990), stroke (HR = 0.94, 95% CI = 0.903, 0.978) and type 2 diabetes (HR = 0.94, 95 % CI = 0.902, 0.970). Observed associations were independent of self-reported PA. These results support earlier findings suggesting small pleiotropic effects between PA and CMDs and provide new evidence about associations of polygenic inheritance of PA and intermediate cardiometabolic risk factors.
身体活动(PA)、有氧健身和心血管代谢疾病(CMD)是高度遗传的多因素表型。共享的遗传因素可能是 PA 水平较高与有氧健身较好以及心血管代谢疾病风险降低之间关联的基础。我们旨在研究 PA 基因型与自我报告的 PA、有氧健身、心血管代谢风险因素和疾病之间的关联。PA 基因型结合了超过 100 万个基因变异的变异,使用 SBayesR 多基因评分方法进行组合。首先,我们使用 UK Biobank 单核苷酸多态性特异性权重(N=400,124)在特隆赫姆健康研究(N=47,148)中构建了 PA 的多基因风险评分。使用线性回归模型分析 PA PRS 与连续变量的关联,并使用 Cox 比例风险模型分析 CMD 发生率。结果表明,促进 PA 量增加的基因型与更高的自我报告 PA 相关(β[B]为 0.282 MET-h/wk 每 SD 的 PA PRS,95%置信区间[CI]为 0.211,0.354),但与有氧健身无关。这些基因型还与更健康的心血管代谢特征相关(腰围[B=-0.003cm,95%CI=-0.004,-0.002],体重指数[B=-0.002kg/m,95%CI=-0.004,-0.001],高密度脂蛋白胆固醇[B=0.004mmol/L,95%CI=0.002,0.006]),并降低高血压疾病(风险比[HR]=0.97,95%CI=0.951,0.990)、中风(HR=0.94,95%CI=0.903,0.978)和 2 型糖尿病(HR=0.94,95%CI=0.902,0.970)的发病率。观察到的关联独立于自我报告的 PA。这些结果支持了早期发现,表明 PA 和 CMD 之间存在微小的多效性影响,并提供了关于 PA 多基因遗传和中间心血管代谢风险因素之间关联的新证据。