孟德尔随机化
混淆
医学
维生素D与神经学
纵向研究
疾病
流行病学
人口学
老年学
儿科
生理学
内科学
生物
遗传变异
遗传学
病理
社会学
基因
基因型
作者
Tom G Richardson,Grace M. Power,George Davey Smith
出处
期刊:Cold Spring Harbor Laboratory - medRxiv
日期:2022-05-16
标识
DOI:10.1101/2022.05.11.22274956
摘要
Abstract Background Vitamin D supplements are widely prescribed to help reduce disease risk. However, this strategy is based on findings using conventional epidemiological methods which are prone to confounding and reverse causation. Methods In this short report, we leveraged genetic variants which differentially influence body size during childhood and adulthood within a multivariable Mendelian randomization (MR) framework, allowing us to separate the genetically predicted effects of adiposity at these two timepoints in the lifecourse. Results Using data from the Avon Longitudinal Study of Parents and Children (ALSPAC), there was strong evidence that higher childhood body size has a direct effect on lower vitamin D levels in early life (mean age: 9.9 years, range=8.9 to 11.5 years) after accounting for the effect of the adult body size genetic score (Beta=-0.32, 95% CI=-0.54 to -0.10, P=0.004). Conversely, we found evidence that the effect of childhood body size on vitamin D levels in midlife (mean age: 56.5 years, range=40 to 69 years) is putatively mediated along the causal pathway involving adulthood adiposity (Beta=-0.17, 95% CI=-0.21 to -0.13, P=4.6×10 −17 ). Conclusions Our findings have important clinical implications in terms of the causal influence of vitamin D deficiency on disease risk. Furthermore, they serve as a compelling proof of concept that the timepoints across the lifecourse at which exposures and outcomes are measured can meaningfully impact overall conclusions drawn by MR studies.
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