Literature DB >> 22422451

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

Caroline L Relton1, George Davey Smith.   

Abstract

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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Year:  2012        PMID: 22422451      PMCID: PMC3304531          DOI: 10.1093/ije/dyr233

Source DB:  PubMed          Journal:  Int J Epidemiol        ISSN: 0300-5771            Impact factor:   7.196


  129 in total

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Journal:  Int J Epidemiol       Date:  2002-02       Impact factor: 7.196

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Review 4.  Molecular networks as sensors and drivers of common human diseases.

Authors:  Eric E Schadt
Journal:  Nature       Date:  2009-09-10       Impact factor: 49.962

5.  Fibrinogen and coronary heart disease: test of causality by 'Mendelian randomization'.

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Journal:  Int J Epidemiol       Date:  2006-07-26       Impact factor: 7.196

Review 6.  Dietary regulation of developmental programming in ruminants: epigenetic modifications in the germline.

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7.  Genome-wide meta-analyses identify multiple loci associated with smoking behavior.

Authors: 
Journal:  Nat Genet       Date:  2010-04-25       Impact factor: 38.330

8.  DNA methylation of the first exon is tightly linked to transcriptional silencing.

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Review 9.  Use of blood pressure lowering drugs in the prevention of cardiovascular disease: meta-analysis of 147 randomised trials in the context of expectations from prospective epidemiological studies.

Authors:  M R Law; J K Morris; N J Wald
Journal:  BMJ       Date:  2009-05-19

10.  Mendelian randomisation and causal inference in observational epidemiology.

Authors:  Nuala A Sheehan; Vanessa Didelez; Paul R Burton; Martin D Tobin
Journal:  PLoS Med       Date:  2008-08-26       Impact factor: 11.069

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  174 in total

1.  Is epidemiology ready for epigenetics?

Authors:  Caroline L Relton; George Davey Smith
Journal:  Int J Epidemiol       Date:  2012-02       Impact factor: 7.196

Review 2.  From promises to practical strategies in epigenetic epidemiology.

Authors:  Jonathan Mill; Bastiaan T Heijmans
Journal:  Nat Rev Genet       Date:  2013-07-02       Impact factor: 53.242

Review 3.  Integrative Analysis of Multi-omics Data for Discovery and Functional Studies of Complex Human Diseases.

Authors:  Yan V Sun; Yi-Juan Hu
Journal:  Adv Genet       Date:  2016-01-25       Impact factor: 1.944

4.  Mendelian Randomization and the Environmental Epigenetics of Health: a Systematic Review.

Authors:  Maria Grau-Perez; Golareh Agha; Yuanjie Pang; Jose D Bermudez; Maria Tellez-Plaza
Journal:  Curr Environ Health Rep       Date:  2019-03

5.  Variable DNA methylation in neonates mediates the association between prenatal smoking and birth weight.

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Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2019-04-15       Impact factor: 6.237

Review 6.  Origins of human disease: the chrono-epigenetic perspective.

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Journal:  Nat Rev Genet       Date:  2021-04-26       Impact factor: 53.242

7.  Epigenetic Research in Neuropsychiatric Disorders: the "Tissue Issue".

Authors:  Kelly M Bakulski; Alycia Halladay; Valerie W Hu; Jonathan Mill; M Daniele Fallin
Journal:  Curr Behav Neurosci Rep       Date:  2016-08-02

Review 8.  Analysing and interpreting DNA methylation data.

Authors:  Christoph Bock
Journal:  Nat Rev Genet       Date:  2012-10       Impact factor: 53.242

9.  DNA Methylation Changes in Lung Immune Cells Are Associated with Granulomatous Lung Disease.

Authors:  Ivana V Yang; Iain Konigsberg; Kristyn MacPhail; Li Li; Elizabeth J Davidson; Peggy M Mroz; Nabeel Hamzeh; May Gillespie; Lori J Silveira; Tasha E Fingerlin; Lisa A Maier
Journal:  Am J Respir Cell Mol Biol       Date:  2019-01       Impact factor: 6.914

10.  Genome-wide DNA methylation patterns in naive CD4+ T cells from patients with primary Sjögren's syndrome.

Authors:  Nezam Altorok; Patrick Coit; Travis Hughes; Kristi A Koelsch; Donald U Stone; Astrid Rasmussen; Lida Radfar; R Hal Scofield; Kathy L Sivils; A Darise Farris; Amr H Sawalha
Journal:  Arthritis Rheumatol       Date:  2014-03       Impact factor: 10.995

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