Two-step epigenetic Mendelian randomization: a strategy for establishing the causal role of epigenetic processes in pathways to disease

被引:384
作者
Relton, Caroline L. [1 ]
Smith, George Davey [2 ]
机构
[1] Newcastle Univ, Inst Med Genet, Newcastle Upon Tyne NE1 3BZ, Tyne & Wear, England
[2] Univ Bristol, MRC Ctr Causal Anal Translat Epidemiol CAiTE, Bristol, Avon, England
基金
英国医学研究理事会; 英国生物技术与生命科学研究理事会; 英国惠康基金;
关键词
DNA methylation; Mendelian randomization; confounding; reverse causation; mediation; C-REACTIVE PROTEIN; CORONARY-HEART-DISEASE; ALLELE-SPECIFIC METHYLATION; DNA METHYLATION; GENE-EXPRESSION; TRANSGENERATIONAL INHERITANCE; WIDE ASSOCIATION; BLOOD-PRESSURE; RISK; CANCER;
D O I
10.1093/ije/dyr233
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
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.
引用
收藏
页码:161 / 176
页数:16
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