Zhang Hui, Hao Meng, Hu Zixin, Li Yi, Hu Xiaoxi, Jiang Xiaoyan, Liu Zuyun, Sun Xuehui, Wang Xiaofeng
Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, 200433 China.
Fudan University-the People's Hospital of Rugao Joint Research Institute of Longevity and Ageing, Rugao, 226599 Jiangsu China.
Phenomics. 2022 Sep 29;2(6):430-437. doi: 10.1007/s43657-022-00072-z. eCollection 2022 Dec.
Owing to the susceptibility of conventional observational studies to confounding factors and reverse causation, the causal association between cardiac function and frailty is unclear. We aimed to investigate whether cardiac function has causal effects on frailty. In this study, a two-sample Mendelian randomization (MR) study was conducted using genetic variants associated with cardiac function assessed by magnetic resonance imaging phenotypes as instrumental variables. Genetic variants associated with cardiac function by magnetic resonance imaging (including seven cardiac function phenotypes) and the frailty index (FI) were obtained from two large genome-wide association studies. MR estimates from each genetic instrument were combined using inverse variance weighted (IVW), weighted median, and MR‒Egger regression methods. We found that the increase in genetically determined stroke volume (beta - 0.13, 95% CI - 0.16 to - 0.10, = 1.39E-6), rather than other cardiac phenotypes, was associated with lower FI in MR analysis of IVW after Bonferroni correction. Sensitivity analyses examining potential bias caused by pleiotropy or reverse causality revealed similar findings (e.g., intercept [SE], - 0.008 [0.011], = 0.47 by MR‒Egger intercept test). The leave-one-out analysis indicated that the association was not driven by single nucleotide polymorphisms. No evidence of heterogeneity was found among the genetic variants (e.g., MR‒Egger: statistic = 14.4, = 0.156). In conclusion, we provided evidence that improved cardiac function could contribute to reducing FI. These findings support the hypothesis that enhancing cardiac function could be an effective prevention strategy for frailty.
The online version contains supplementary material available at 10.1007/s43657-022-00072-z.
由于传统观察性研究易受混杂因素和反向因果关系的影响,心脏功能与衰弱之间的因果关联尚不清楚。我们旨在研究心脏功能是否对衰弱有因果影响。在本研究中,进行了一项两样本孟德尔随机化(MR)研究,使用与通过磁共振成像表型评估的心脏功能相关的基因变异作为工具变量。通过两项大型全基因组关联研究获得了与磁共振成像相关的心脏功能基因变异(包括七种心脏功能表型)和衰弱指数(FI)。使用逆方差加权(IVW)、加权中位数和MR-Egger回归方法合并来自每个基因工具的MR估计值。我们发现,在Bonferroni校正后的IVW的MR分析中,遗传决定的每搏输出量增加(β=-0.13,95%CI=-0.16至-0.10,P=1.39E-6),而非其他心脏表型,与较低的FI相关。检查由多效性或反向因果关系引起的潜在偏差的敏感性分析得出了类似的结果(例如,通过MR-Egger截距检验,截距[SE]=-0.008[0.011],P=0.47)。留一法分析表明该关联不是由单核苷酸多态性驱动的。在基因变异中未发现异质性证据(例如,MR-Egger:Q统计量=14.4,P=0.156)。总之,我们提供了证据表明改善心脏功能有助于降低FI。这些发现支持了增强心脏功能可能是预防衰弱的有效策略这一假设。
在线版本包含可在10.1007/s43657-022-00072-z获取的补充材料。