AS534 - Longitudinal study of DNA methylation as a mediator between age and cardiovascular risk

Investigator Names and Contact Information

Karen Conneely (kconnee@emory.edu)

Introduction/Intent

DNA methylation is a potential mediator of age-related risk for cardiovascular disease; such mediation is likely be most powerfully detected through the observation of measured risk factors in the same individuals over time. This study will determine the efficacy of a larger longitudinal study of DNA methylation and cardiovascular risk in WHI individuals participating in the Long Life Study.

Specific Aims

The purpose of this feasibility study is to determine the efficacy of a larger longitudinal study of DNA methylation in the WHI-LLS individuals and facilitate external funding of such a study. If funded, this larger study would represent an expansion of the core scientific resource of the WHI, and could potentially be used by investigators interested in a range of phenotypes and diseases.​

Aim 1: Characterize the relationship between age and DNA methylation at >450,000 CpG sites across the genome for 40 WHI-LLS individuals at three separate timepoints.

Aim 1a) Measure DNA methylation at a third timepoint for the 40 WHI-LLS individuals.

Aim 1b) Construct a methylation-based biomarker for age (DNAm age) and compute age acceleration (DNAm age minus chronological age).

Aim 1c) Fit longitudinal models to assess the non-linear patterns of DNA methylation change with age, both for methylation at individual CpG sites and for DNAm age.

Aim 2: Examine the role of DNA methylation as a mediator between age and CVD risk factors. For each risk factor, fit longitudinal models to assess 1) dependence of risk factor on age, and 2) dependence of risk factor on both age and age acceleration, within the same individuals. Significance of age acceleration in the model will suggest that methylation mediates the relationship between age and the risk factor

Related Papers

A longitudinal study of DNA methylation as a potential mediator of age-related diabetes risk

Cyrstal D. Grant et al., 2017/11 PubMed #29159506 MSID: 2684
DNA methylation (DNAm) has been found to show robust and widespread age-related changes across the genome. DNAm profiles from whole blood can be used to predict human aging rates with great accuracy. We sought to test whether DNAm-based predictions of age are related to phenotypes associated with type 2 diabetes (T2D), with the goal of identifying risk factors potentially mediated by DNAm. Our participants were 43 women enrolled in the Women's Health Initiative. We obtained methylation data via ...
Keywords: Aging; Bmi; Dna Methylation; Biological Age; Biomarker; Diabetes
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A multi-pollutant approach to the epigenome-wide effects of NAAQS pollutants

Approved Proposal, Baldassari, Antoine et al., 2016/10 MSID: 3190
Keywords: Epigenetics; Epigenome-Wide Association Study; Dna Methylation; Air Pollution; Multi-Pollutant
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The effect of weather on DNA methylation

Approved Proposal, Mendez Giraldez, Raul et al., 2017/3 MSID: 3314
Keywords: Epigenetics; Epigenome-Wide Association Study; Dna Methylation; Meteorological Weather Variables
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Aircraft noise and DNA methylation

Approved Proposal, Holliday, Katie et al., 2017/4 MSID: 3339
Keywords: Epigenetics; Aircraft; Noise; Epigenome-Wide Association Study; Dna Methylation
Related Studies: 311, 315, 534, BA5, BA16, BA23

Methylome-wide association study provides evidence of particulate matter air pollution-associated DNA methylation

Rahul Gondalia et al., 2019/6 PubMed #31208937 MSID: 3188
BACKGROUND: DNA methylation (DNAm) may contribute to processes that underlie associations between air pollution and poor health. Therefore, our objective was to evaluate associations between DNAm and ambient concentrations of particulate matter (PM) =2.5, =10, and 2.5-10 µm in diameter (PM2.5; PM10; PM2.5-10). METHODS: We conducted a methylome-wide association study among twelve cohort- and race/ethnicity-stratified subpopulations from the Women's Health Initiative and the Atherosclerosis Risk i...
Keywords: Epigenetics; Air Pollution; Epigenome-Wide Association Study; Dna Methylation; Particulate Matter
Related Studies: 311, 315, 534, BA23

Gaseous air pollutants and DNA methylation in a methylome-wide association study of an ethnically and environmentally diverse population of U.S. adults

Katie Holliday et al., 2022/9 PubMed #35500859 MSID: 3189
Epigenetic mechanisms may underlie air pollution-health outcome associations. We estimated gaseous air pollutant-DNA methylation (DNAm) associations using twelve subpopulations within Women's Health Initiative (WHI) and Atherosclerosis Risk in Communities (ARIC) cohorts (n = 8397; mean age 61.3 years; 83% female; 46% African-American, 46% European-American, 8% Hispanic/Latino). We used geocoded participant address-specific mean ambient carbon monoxide (CO), nitrogen oxides (NO2; NOx), ozone (O3)...
Keywords: Epigenetics; Air Pollution; Epigenome-Wide Association Study; Dna Methylation; Carbon Monoxide; Nitrogen Dioxide; Nitrous Oxides; Ozone; Sulfur Dioxide
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Testing DNA methylation support for a stochastic aging process

Approved Proposal, Robins, Chloe et al., 2017/3 MSID: 3307
Keywords: Aging; Dna Methylation; Biomarker; Stochastic; Disposable Soma
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Pharmacoepigenomics: human population studies of DNA methylation and statin treatment response

Approved Proposal, Floyd, James et al., 2017/5 MSID: 3381
Keywords: Dna Methylation; Ldl Cholesterol; Statin; Drug-Gene Interaction; Ewas
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Epigenome-wide association study of diet quality in the Women's Health Initiative and TwinsUK cohort

Whitney Leet et al., 2021/5 PubMed #33354722 MSID: 3676
Background: Diet quality is a risk factor for chronic disease and mortality. Differential DNA methylation across the epigenome has been associated with chronic disease risk. Whether diet quality is associated with differential methylation is unknown. This study assessed whether diet quality was associated with differential DNA methylation measured across 445 548 loci in the Women's Health Initiative (WHI) and the TwinsUK cohort. Design: The discovery cohort consisted of 4355 women from the WHI. ...
Keywords: Diet; Epigenetics; Insulin Resistance; Type 2 Diabetes
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Associations between DNA methylation and BMI vary by metabolic health status: a potential link to disparate cardiovascular outcomes

Whitney Leet et al., 2021/12 PubMed #34937574 MSID: 4071
Background: Body mass index (BMI), a well-known risk factor for poor cardiovascular outcomes, is associated with differential DNA methylation (DNAm). Similarly, metabolic health has also been associated with changes in DNAm. It is unclear how overall metabolic health outside of BMI may modify the relationship between BMI and methylation profiles, and what consequences this may have on downstream cardiovascular disease. The purpose of this study was to identify cytosine-phosphate-guanine (CpG) si...
Related Studies: 311, 315, 534, BA23

Transposable element methylation state predicts age and disease

Approved Manuscript, Gorbunova, Vera et al., 2024/3 MSID: 4805
Keywords: Dna Methylation; Transposable Elements; Line1; Clock; Morbidity; Mortality
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Indoor radon concentrations and hematologic traits in the Women’s Health Initiative

Approved Manuscript, Shi, Cuiran et al., 2025/6 MSID: 5148
Keywords: Radon; Radiation; Leukocyte; Compositional Data; Platelet
Related Studies: 311, 315, 534, BA23