孟德尔随机化
表观遗传学
DNA甲基化
混淆
因果推理
生物标志物
疾病
生物
因果关系(物理学)
计算生物学
遗传学
因果关系
生物信息学
医学
基因型
遗传变异
基因
内科学
基因表达
病理
法学
物理
量子力学
政治学
作者
Caroline L. Relton,George Davey Smith
摘要
The burgeoning interest in the field of epigenetics has precipitated the need to develop approaches to strengthen causal inference when considering the role of epigenetic mediators of environmental exposures on disease risk. Epigenetic markers, like any other molecular biomarker, are vulnerable to confounding and reverse causation. Here, we present a strategy, based on the well-established framework of Mendelian randomization, to interrogate the causal relationships between exposure, DNA methylation and outcome. The two-step approach first uses a genetic proxy for the exposure of interest to assess the causal relationship between exposure and methylation. A second step then utilizes a genetic proxy for DNA methylation to interrogate the causal relationship between DNA methylation and outcome. The rationale, origins, methodology, advantages and limitations of this novel strategy are presented.
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