Racial/Ethnic Disparities in Heart Failure: A Cross Cohort Collaboration
Racial/Ethnic Disparities in Heart Failure: A Cross Cohort Collaboration
批准号:
10608097
负责人:
NORRINA Bai ALLEN
金额:
$67.95万
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:
2021-04-01 至 2025-03-31
关键词:
AccountingAffectAfrican American populationAgeAmericanBiological MarkersCardiac OutputCaucasiansClassificationClinicalCollaborationsComplexDataData CollectionData PoolingDiagnosisDisparityEFRACElderlyEpidemiologyEthnic OriginEvaluationFutureGeographic LocationsGoalsHeart failureHeterogeneityHospitalizationIncidenceInterventionLife StyleLongitudinal cohort studyMachine LearningMeasuresMediationMedical RecordsMetabolicModelingNational Heart, Lung, and Blood InstituteOutcomePersonsPhenotypePhysiologicalPrevention strategyPrevention trialPreventive measurePrognosisProspective, cohort studyPublic HealthQuality of lifeRaceReduce health disparitiesRisk FactorsSymptomsSyndromeSystemTechniquesTreatment FailureUnited StatesWomanadjudicationclinical riskclinically relevantcohortcomorbiditycostdata harmonizationdisparity reductionepidemiology studyethnic disparityethnic health disparityhealth disparityinnovationinsightlarge scale datalearning networklifestyle factorsmenmortalitymulti-racialneural networkpersonalized approachprecision medicinepreservationprospectiveracial disparityracial health disparityresponsesexsex disparitytreatment trialunsupervised learning
中文摘要
点击翻译按钮获取中文摘要
英文摘要
ABSTRACT
Heart failure (HF), and its subtypes defined by preserved (HFpEF), reduced (HFrEF) or mid-range (HFmrEF)
ejection fraction are a major and growing public health problem. The long term goal of this project is to better
understand the health disparities regarding HF and define effective preventive measures that may reduce
these disparities. We propose to pool data from 10 large longitudinal cohort studies to examine race/ethnic
and sex disparities in developing HF, its subtypes, and its prognosis. The harmonized data will include over
130,028 men and women with over 8975 similarly-adjudicated prospective HF outcomes, representing a wide
spectrum of ages, race/ethnicities, and geographic regions of the United States. This cross-cohort
collaboration will provide a unique opportunity to conduct a comprehensive evaluation of sex and racial/ethnic
health disparities in HF. Causal mediation analysis techniques will be used to estimate the degree to which
single and multi-factor lifestyle and clinical interventions could potentially reduce health disparities in HF. In our
phenomapping aim, we will define unique clinically relevant phenotypes of HF based upon cohort data that is
also commonly present in medical records for enhanced generalizability, including age, race/ethnicity, sex,
clinical signs, symptoms, biomarkers, ejection fraction, physiologic measures, and co-morbidities; we will also
evaluate HF phenotype associations with CVD and all-cause mortality.
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Racial/Ethnic Disparities in Heart Failure: A Cross Cohort Collaboration
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依托单位:
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批准号:10452631
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资助金额:$81.26万
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Dietary sodium, inflammation, and salt sensitivity of blood pressure
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资助金额:$73.47万
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财政年份:2019
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Dietary sodium, inflammation, and salt sensitivity of blood pressure
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Long-Term Patterns in Cardiovascular Risk Factors and Their Time-Varying Impact on the Incidence of Cardiovascular Disease
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依托单位:
Favorable Cardiovascular Health and the Compression of Morbidity in Older Age
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项目类别:
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资助金额:$38.24万
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财政年份:2014
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依托单位:
Favorable Cardiovascular Health and the Compression of Morbidity in Older Age
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依托单位:
海外基金