Epigenome-wide variations and socio-environmental exposures in African American asthmatic children
Epigenome-wide variations and socio-environmental exposures in African American asthmatic children
批准号:
10662490
负责人:
Tesfaye B. Mersha
金额:
$70.5万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-09-24 至 2026-06-30
关键词:
AddressAffectAfrican AmericanAfrican American populationAgeAir PollutionAlgorithmsAllergensAmericanAsthmaBioinformaticsBiologicalBiometryCaringCellsChildChildhoodChildhood AsthmaClinicClinicalClinical SciencesCommunitiesComplexDNA MethylationDNA Modification ProcessDNA analysisDNA methylation profilingDataDiseaseEconomic ConditionsEnvironmental ExposureEpigenetic ProcessEuropeanExposure toGene FrequencyGeneticGenetic Predisposition to DiseaseGenomeGenotypeGeographyGoalsGreen spaceHospitalizationHypersensitivityImmuneIncidenceIndividualInterventionLinkMapsMeasuresMediatingMediationMethylationMinorityModelingNeighborhoodsOhioPathogenesisPediatricsPhenotypePublic HealthResearchResearch PersonnelRiskRisk FactorsSamplingScienceSiteSocial CharacteristicsSocial EnvironmentStatistical MethodsStressStudy modelsSumSurrogate MarkersSystemTestingTimeTobacco smokeUnited StatesUnited States National Institutes of HealthVariantViolenceWorkasthma modelasthmaticbiobankclinical predictorsclinical riskcohortdeprivationepigenetic variationepigenomeepigenome-wide association studiesgene functiongenome wide methylationgenome-wideimprovedindexinginnovationinsightmethylation patternmulti-ethnicnon-geneticnovelpopulation basedpredictive modelingprogramspsychosocialracial disparityrepositoryrisk predictionrisk prediction modelrisk stratificationscreeningsexsocialsocial epidemiologysocioeconomics
中文摘要
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英文摘要
ABSTRACT
Asthma is a major public health problem in the United States, affecting 11 million children. Despite
advances in asthma care, African Americans (AAs) are 4 times more likely to be hospitalized and
5 times more likely to die from asthma than European Americans (EAs). Several factors could be
responsible for the observed asthma racial disparities including genetic and non-genetic factors.
While epigenetics appear to serve as a critical biological switch between genetic vulnerability and
socio-environmental exposures, limited studies are available that directly map the socio-
environmental exposures with asthmatic epigenome/genome information. In addition, current
approach do not leverage existing geospatial data such as environmental exposure and
neighborhood socioeconomic conditions to improve asthma risk prediction. In this proposal, we
will utilize comprehensive geocoding algorithms, novel statistical methods to integrate social,
clinical, environmental, genetic, and epigenetic data into a composite score for asthma risk
stratification and prediction. The overall objective of this research is to conduct genome-wide
Methyl-Seq analysis and leverage existing well-phenotyped AA pediatric asthma cohort with
extensive socio-environmental exposures and ancestry-tailored multi-ethnic genotyping array
(MEGA) data from Cincinnati Pediatrics Repository to accurately determine and develop ancestry-
specific asthma risk stratification and prediction models. The objective of this application is to
undertake an epigenome-wide association study (EWAS), incorporating geocoded neighborhood-
and individual-level socio-environmental predictors, and novel analytical strategies to create a
composite risk score incorporating methylation risk score (MRS), ancestry, environmental
exposures and social characteristics to predict asthma. We will accomplish these objectives
through the following Specific Aims: 1) Develop an ancestry-specific methylation risk score (MRS)
for asthma and test its association with socio-environmental exposures contributing to asthma
risk. 2) Determine the mediation effects of MRS between genetic ancestry and asthma risk. 3)
Develop a multivariable risk predictive model for asthma incorporating MRS, genetic ancestry,
clinical, and socio-environmental risk factors. The proposed research is innovative because this
will be the first time a MRS approach will be used to develop a population-based risk profile in
asthmatics. The study will provide insights in the use of risk stratification for screening and
targeted interventions. This work is significant because it can serve as a model to study the
composite effect of MRS, ancestry, socio-environmental, and clinical risk factors on racial
disparities in other well-documented common complex diseases beyond asthma.
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DOI:
10.1513/annalsats.202207-580oc
发表时间:
2023-06
期刊:
Annals of the American Thoracic Society
影响因子:
8.3
作者:
[]
通讯作者:
DOI:
10.1016/j.jaip.2023.04.007
发表时间:
2023-07
期刊:
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE
影响因子:
9.4
作者:
[Correa-Agudelo, Esteban, Beck, Andrew F., Mersha, Tesfaye B.]
通讯作者:
Mersha, Tesfaye B.
DOI:
10.1016/j.jaci.2022.07.024
发表时间:
2022-12
期刊:
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY
影响因子:
14.2
作者:
[Correa-Agudelo, Esteban, Ding, Lili, Beck, Andrew F., Brokamp, Cole, Altaye, Mekibib, Kahn, Robert S., Mersha, Tesfaye B.]
通讯作者:
Mersha, Tesfaye B.
Development and validation of asthma risk prediction models using co-expression gene modules and machine learning methods.
使用共表达基因模块和机器学习方法的哮喘风险预测模型的开发和验证。
DOI:
10.1038/s41598-023-35866-2
发表时间:
2023-07-12
期刊:
SCIENTIFIC REPORTS
影响因子:
4.6
作者:
[Dessie, Eskezeia Y., Gautam, Yadu, Ding, Lili, Altaye, Mekibib, Beyene, Joseph, Mersha, Tesfaye B.]
通讯作者:
Mersha, Tesfaye B.
DOI:
10.1186/s13148-023-01611-9
发表时间:
2024-01-20
期刊:
Clinical epigenetics
影响因子:
5.7
作者:
[]
通讯作者:
Epigenome-wide variations and socio-environmental exposures in African American asthmatic children
-
批准号:10494245
-
项目类别:
-
资助金额:$67.69万
-
财政年份:2021
-
负责人:Tesfaye B. Mersha
-
依托单位:
Epigenome-wide variations and socio-environmental exposures in African American asthmatic children
-
批准号:10297950
-
项目类别:
-
资助金额:$68.09万
-
财政年份:2021
-
负责人:Tesfaye B. Mersha
-
依托单位:
Unraveling ancestry and environmental exposure interactions in childhood asthma
-
批准号:9905418
-
项目类别:
-
资助金额:$65.3万
-
财政年份:2016
-
负责人:Tesfaye B. Mersha
-
依托单位:
Unraveling ancestry and environmental exposure interactions in childhood asthma
-
批准号:9246597
-
项目类别:
-
资助金额:$67.66万
-
财政年份:2016
-
负责人:Tesfaye B. Mersha
-
依托单位:
Ancestry-Environmental Exposure Interactions and Asthma Risk in Admixed Population
-
批准号:9170155
-
项目类别:
-
资助金额:$7.8万
-
财政年份:2016
-
负责人:Tesfaye B. Mersha
-
依托单位:
Admixture mapping in African American Asthmatic Children
-
批准号:8669058
-
项目类别:
-
资助金额:$12.85万
-
财政年份:2010
-
负责人:Tesfaye B. Mersha
-
依托单位:
Admixture mapping in African American Asthmatic Children
-
批准号:7922462
-
项目类别:
-
资助金额:$13.45万
-
财政年份:2010
-
负责人:Tesfaye B. Mersha
-
依托单位:
Admixture mapping in African American Asthmatic Children
-
批准号:8111129
-
项目类别:
-
资助金额:$12.85万
-
财政年份:2010
-
负责人:Tesfaye B. Mersha
-
依托单位:
Admixture mapping in African American Asthmatic Children
-
批准号:8272573
-
项目类别:
-
资助金额:$12.85万
-
财政年份:2010
-
负责人:Tesfaye B. Mersha
-
依托单位:
Admixture mapping in African American Asthmatic Children
-
批准号:8471167
-
项目类别:
-
资助金额:$12.85万
-
财政年份:2010
-
负责人:Tesfaye B. Mersha
-
依托单位:
海外基金