Epigenomic landscape of individual- and neighborhood-level social disadvantages and cardiovascular health disparity
Epigenomic landscape of individual- and neighborhood-level social disadvantages and cardiovascular health disparity
批准号:
10531486
负责人:
Lifang Hou
金额:
$56.95万
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-09-15 至 2026-05-31
关键词:
AddressAdultAffectAgeAgingBiologicalBiological MarkersBlack raceCardiovascular DiseasesCardiovascular systemCause of DeathCensusesCenters for Disease Control and Prevention (U.S.)CharacteristicsChildhoodCitiesClinicalCommunitiesComputer softwareCoronary Artery Risk Development in Young Adults StudyCost of IllnessCrimeCross-Sectional StudiesDNADNA MethylationDataDevelopmentDiseaseDisease OutcomeEconomic FactorsEducationElderlyEnrollmentEnvironmental Risk FactorEpigenetic ProcessExposure toFundingGene ExpressionGeneticHealthHealth PersonnelHealth care facilityHigh PrevalenceIndividualInterventionInvestigationKnowledgeLifeLife Cycle StagesLinkLongevityLongitudinal StudiesMeasuresMediatingMediationMediator of activation proteinMethodsMethylationModificationMolecular TargetNational Heart, Lung, and Blood InstituteNatureNeighborhoodsOutcomeParticipantPatient Self-ReportPhysical activityPhysiciansPlayPopulationPovertyProcessQuantitative Trait LociRaceResearch PersonnelResourcesRiskRisk FactorsRoleSamplingSocioeconomic StatusSupervisionTestingTimeTrans-Omics for Precision MedicineVariantbasebiracialcardiovascular disorder preventioncardiovascular disorder riskcardiovascular healthcardiovascular risk factorclinical developmentcohortcoronary artery calcificationcostcost effectivedimensional analysisdisease disparityepigenetic markerepigenomicsethnic minority populationgenome sequencinggenomic datahealth disparityhigh dimensionalityindexinglongitudinal databasemembermethylation biomarkermiddle agemodifiable risknovelprediction algorithmracial and ethnicracial disparitysocialsocial disadvantagesocial factorssocial health determinantssocial vulnerabilityuser-friendlyweb appweb interfacewhole genome
中文摘要
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英文摘要
ABSTRACT
As cardiovascular disease (CVD) remains the leading cause of death and disproportionately affects Black
communities in the U.S., there is an urgent need to address cardiovascular racial disparities. Individual-level
social determinants of health (iSDH; e.g., poverty and education) and neighborhood-level SDH (nSDH) have
been linked to CVD risk factors, as well as subclinical and clinical outcomes. Exposure to SDH may start from
young age and accumulate over the lifespan. However, most studies on SDH and CVD have focused on either
older adults or the elderly, while racial disparity studies have focused on self-reported race. Longitudinal studies
of SDH from young age that also consider genetic ancestry in relation to CVD racial disparity are urgently needed.
Furthermore, current indices to measure SDH do not take specific health outcomes into account and thus provide
limited information for these outcomes. The underlying biological mechanisms between SDH and CVD remain
largely unknown. Epigenetic markers have been associated with social disadvantages and CVD outcomes, and
epigenetic processes represent a potential biological mediator between SDH and CVD racial disparity. However,
most prior studies are cross-sectional and limited to one or two time points and/or use samples collected after
disease development. These limitations hinder us from studying the dynamic nature of epigenomic biomarkers
and their temporal and/or mediating role on the process from SDH exposure to subclinical CVD at middle age,
and then into clinical CVD later in life. In the proposed study, we address these gaps using a social epigenetic
approach to understand the impact of the individual- and neighborhood-level SDH on DNA methylation markers
and the mediating/temporal role of SDH-associated DNA methylation markers in CVD development and disparity.
We are uniquely poised to conduct this study because we can leverage existing resources from the Coronary
Artery Risk Development in Young Adults (CARDIA) Study. CARDIA is a community-based biracial cohort of
individuals enrolled at ages 18–30 years from four large U.S. cities with large variations in social disadvantages,
currently followed every 5 years for >35 years. Specifically, we propose (1) to develop iSDH and nSDH indices,
and trajectories specific to subclinical CVD; (2) to identify SDH-associated DNAm biomarkers and examine their
roles in CVD risk and disparity using TOPMed ready-to-use longitudinal epigenomic data; (3) to examine genetic
roles in SDH-associated DNAm biomarkers in relation to CVD risk and disparity using TOPMed ready-to-use
WGS data; and (4) to validate our findings in other TOPMed cohorts, and deploy a user-friendly web application.
By evaluating multiple modifiable risk factors of CVD related to SDH, the findings from this highly time- and cost-
effective study will be invaluable for targeting high-need populations, tailoring interventions at the individual and
neighborhood levels, and distributing resources to tackle social disadvantages in the U.S. and worldwide.
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