4.7 Article

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

Journal

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY
Volume 41, Issue 1, Pages 161-176

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/ije/dyr233

Keywords

DNA methylation; Mendelian randomization; confounding; reverse causation; mediation

Funding

  1. Medical Research Council
  2. Biotechnology and Biological Sciences Research Council
  3. Wellcome Trust
  4. European Union
  5. Medical Research Council [G0600705] Funding Source: researchfish
  6. MRC [G0600705] Funding Source: UKRI

Ask authors/readers for more resources

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.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available