Cargando…
DNA Methylation Mediates the Association Between Individual and Neighborhood Social Disadvantage and Cardiovascular Risk Factors
Low socioeconomic status (SES) and living in a disadvantaged neighborhood are associated with poor cardiovascular health. Multiple lines of evidence have linked DNA methylation to both cardiovascular risk factors and social disadvantage indicators. However, limited research has investigated the role...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9162507/ https://www.ncbi.nlm.nih.gov/pubmed/35665255 http://dx.doi.org/10.3389/fcvm.2022.848768 |
_version_ | 1784719718836338688 |
---|---|
author | Wang, Yi Zhe Zhao, Wei Ammous, Farah Song, Yanyi Du, Jiacong Shang, Lulu Ratliff, Scott M. Moore, Kari Kelly, Kristen M. Needham, Belinda L. Diez Roux, Ana V. Liu, Yongmei Butler, Kenneth R. Kardia, Sharon L. R. Mukherjee, Bhramar Zhou, Xiang Smith, Jennifer A. |
author_facet | Wang, Yi Zhe Zhao, Wei Ammous, Farah Song, Yanyi Du, Jiacong Shang, Lulu Ratliff, Scott M. Moore, Kari Kelly, Kristen M. Needham, Belinda L. Diez Roux, Ana V. Liu, Yongmei Butler, Kenneth R. Kardia, Sharon L. R. Mukherjee, Bhramar Zhou, Xiang Smith, Jennifer A. |
author_sort | Wang, Yi Zhe |
collection | PubMed |
description | Low socioeconomic status (SES) and living in a disadvantaged neighborhood are associated with poor cardiovascular health. Multiple lines of evidence have linked DNA methylation to both cardiovascular risk factors and social disadvantage indicators. However, limited research has investigated the role of DNA methylation in mediating the associations of individual- and neighborhood-level disadvantage with multiple cardiovascular risk factors in large, multi-ethnic, population-based cohorts. We examined whether disadvantage at the individual level (childhood and adult SES) and neighborhood level (summary neighborhood SES as assessed by Census data and social environment as assessed by perceptions of aesthetic quality, safety, and social cohesion) were associated with 11 cardiovascular risk factors including measures of obesity, diabetes, lipids, and hypertension in 1,154 participants from the Multi-Ethnic Study of Atherosclerosis (MESA). For significant associations, we conducted epigenome-wide mediation analysis to identify methylation sites mediating the relationship between individual/neighborhood disadvantage and cardiovascular risk factors using the JT-Comp method that assesses sparse mediation effects under a composite null hypothesis. In models adjusting for age, sex, race/ethnicity, smoking, medication use, and genetic principal components of ancestry, epigenetic mediation was detected for the associations of adult SES with body mass index (BMI), insulin, and high-density lipoprotein cholesterol (HDL-C), as well as for the association between neighborhood socioeconomic disadvantage and HDL-C at FDR q < 0.05. The 410 CpG mediators identified for the SES-BMI association were enriched for CpGs associated with gene expression (expression quantitative trait methylation loci, or eQTMs), and corresponding genes were enriched in antigen processing and presentation pathways. For cardiovascular risk factors other than BMI, most of the epigenetic mediators lost significance after controlling for BMI. However, 43 methylation sites showed evidence of mediating the neighborhood socioeconomic disadvantage and HDL-C association after BMI adjustment. The identified mediators were enriched for eQTMs, and corresponding genes were enriched in inflammatory and apoptotic pathways. Our findings support the hypothesis that DNA methylation acts as a mediator between individual- and neighborhood-level disadvantage and cardiovascular risk factors, and shed light on the potential underlying epigenetic pathways. Future studies are needed to fully elucidate the biological mechanisms that link social disadvantage to poor cardiovascular health. |
format | Online Article Text |
id | pubmed-9162507 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91625072022-06-03 DNA Methylation Mediates the Association Between Individual and Neighborhood Social Disadvantage and Cardiovascular Risk Factors Wang, Yi Zhe Zhao, Wei Ammous, Farah Song, Yanyi Du, Jiacong Shang, Lulu Ratliff, Scott M. Moore, Kari Kelly, Kristen M. Needham, Belinda L. Diez Roux, Ana V. Liu, Yongmei Butler, Kenneth R. Kardia, Sharon L. R. Mukherjee, Bhramar Zhou, Xiang Smith, Jennifer A. Front Cardiovasc Med Cardiovascular Medicine Low socioeconomic status (SES) and living in a disadvantaged neighborhood are associated with poor cardiovascular health. Multiple lines of evidence have linked DNA methylation to both cardiovascular risk factors and social disadvantage indicators. However, limited research has investigated the role of DNA methylation in mediating the associations of individual- and neighborhood-level disadvantage with multiple cardiovascular risk factors in large, multi-ethnic, population-based cohorts. We examined whether disadvantage at the individual level (childhood and adult SES) and neighborhood level (summary neighborhood SES as assessed by Census data and social environment as assessed by perceptions of aesthetic quality, safety, and social cohesion) were associated with 11 cardiovascular risk factors including measures of obesity, diabetes, lipids, and hypertension in 1,154 participants from the Multi-Ethnic Study of Atherosclerosis (MESA). For significant associations, we conducted epigenome-wide mediation analysis to identify methylation sites mediating the relationship between individual/neighborhood disadvantage and cardiovascular risk factors using the JT-Comp method that assesses sparse mediation effects under a composite null hypothesis. In models adjusting for age, sex, race/ethnicity, smoking, medication use, and genetic principal components of ancestry, epigenetic mediation was detected for the associations of adult SES with body mass index (BMI), insulin, and high-density lipoprotein cholesterol (HDL-C), as well as for the association between neighborhood socioeconomic disadvantage and HDL-C at FDR q < 0.05. The 410 CpG mediators identified for the SES-BMI association were enriched for CpGs associated with gene expression (expression quantitative trait methylation loci, or eQTMs), and corresponding genes were enriched in antigen processing and presentation pathways. For cardiovascular risk factors other than BMI, most of the epigenetic mediators lost significance after controlling for BMI. However, 43 methylation sites showed evidence of mediating the neighborhood socioeconomic disadvantage and HDL-C association after BMI adjustment. The identified mediators were enriched for eQTMs, and corresponding genes were enriched in inflammatory and apoptotic pathways. Our findings support the hypothesis that DNA methylation acts as a mediator between individual- and neighborhood-level disadvantage and cardiovascular risk factors, and shed light on the potential underlying epigenetic pathways. Future studies are needed to fully elucidate the biological mechanisms that link social disadvantage to poor cardiovascular health. Frontiers Media S.A. 2022-05-19 /pmc/articles/PMC9162507/ /pubmed/35665255 http://dx.doi.org/10.3389/fcvm.2022.848768 Text en Copyright © 2022 Wang, Zhao, Ammous, Song, Du, Shang, Ratliff, Moore, Kelly, Needham, Diez Roux, Liu, Butler, Kardia, Mukherjee, Zhou and Smith. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cardiovascular Medicine Wang, Yi Zhe Zhao, Wei Ammous, Farah Song, Yanyi Du, Jiacong Shang, Lulu Ratliff, Scott M. Moore, Kari Kelly, Kristen M. Needham, Belinda L. Diez Roux, Ana V. Liu, Yongmei Butler, Kenneth R. Kardia, Sharon L. R. Mukherjee, Bhramar Zhou, Xiang Smith, Jennifer A. DNA Methylation Mediates the Association Between Individual and Neighborhood Social Disadvantage and Cardiovascular Risk Factors |
title | DNA Methylation Mediates the Association Between Individual and Neighborhood Social Disadvantage and Cardiovascular Risk Factors |
title_full | DNA Methylation Mediates the Association Between Individual and Neighborhood Social Disadvantage and Cardiovascular Risk Factors |
title_fullStr | DNA Methylation Mediates the Association Between Individual and Neighborhood Social Disadvantage and Cardiovascular Risk Factors |
title_full_unstemmed | DNA Methylation Mediates the Association Between Individual and Neighborhood Social Disadvantage and Cardiovascular Risk Factors |
title_short | DNA Methylation Mediates the Association Between Individual and Neighborhood Social Disadvantage and Cardiovascular Risk Factors |
title_sort | dna methylation mediates the association between individual and neighborhood social disadvantage and cardiovascular risk factors |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9162507/ https://www.ncbi.nlm.nih.gov/pubmed/35665255 http://dx.doi.org/10.3389/fcvm.2022.848768 |
work_keys_str_mv | AT wangyizhe dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT zhaowei dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT ammousfarah dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT songyanyi dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT dujiacong dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT shanglulu dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT ratliffscottm dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT moorekari dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT kellykristenm dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT needhambelindal dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT diezrouxanav dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT liuyongmei dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT butlerkennethr dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT kardiasharonlr dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT mukherjeebhramar dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT zhouxiang dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors AT smithjennifera dnamethylationmediatestheassociationbetweenindividualandneighborhoodsocialdisadvantageandcardiovascularriskfactors |