HeartShare DeCODE-HF: Data translation center to Combine Omics, Deep phenotyping, and Electronic health records for Heart Failure subtypes and treatment targets
HeartShare DeCODE-HF: Data translation center to Combine Omics, Deep phenotyping, and Electronic health records for Heart Failure subtypes and treatment targets
批准号:
10678959
负责人:
ABEL N KHO
金额:
$333.35万
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:
2021-09-13 至 2026-06-30
关键词:
AccelerationAddressAncillary StudyAreaBioinformaticsBiological Specimen BanksBiometryBlood VesselsCardiacCardiovascular systemClinicalClinical InformaticsClinical ResearchCohort StudiesCollaborationsCollectionCommittee MembersCommunicationCommunitiesDataData AggregationData Coordinating CenterData ScienceData ScientistData SetDisparateDoctor of PhilosophyEFRACEHR researchElectronic Health RecordEnsureEpidemiologyFollow-Up StudiesGoalsHeart failureHeightImageInternationalInvestigationLeadershipMachine LearningMedicineMolecularMonitorMorbidity - disease rateMulticenter StudiesNational Heart, Lung, and Blood InstituteObservational StudyOntologyOutcomeParticipantPatient-Focused OutcomesPatientsPhenotypePrevalenceProtocols documentationResearchResearch PersonnelResearch PriorityResourcesSamplingScienceSiteStandardizationSurveysTrans-Omics for Precision MedicineTranslational ResearchTranslationsUniversitiesValidationadjudicationadvanced analyticsbiobankcatalystclinical centercohortcomputer human interactioncostdata integrationdata managementdata portaldata qualityeffective therapyelectronic consentexperiencehealth dataimage archival systemmHealthmachine learning pipelinemeetingsmortalitymultiple omicsnext generationnovelnovel strategiesoperationoutreachphenomicsprecision medicinepreservationprogramsprospectiverecruitremote consentskill acquisitionstatisticstherapeutic targettoolweb based interfaceworking group
中文摘要
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英文摘要
PROJECT SUMMARY
The Overarching Aim of the Northwestern HeartShare DeCODE-HF: Data translation center to Combine
Omics, Deep phenotyping, and Electronic health records for Heart Failure subtypes and treatment
targets is to provide overall management and oversight for HeartShare, including coordination and
communication across all subsections and cores of the program, and with the 4 HeartShare Clinical Centers
(CCs). The Data Translation Center (DTC) will need to ensure timely completion of the retrospective and
prospective components of HeartShare. In our application, we demonstrate the ability and prior experience of
our multi-PI team and core leaders in the conduct and leadership of large-scale, multi-center studies, particularly
in the realms of heart failure with preserved ejection fraction (HFpEF), electronic health record (EHR)-based
investigation, deep phenotyping, machine learning, and biorepositories. For both the retrospective and
prospective HeartShare components, the Northwestern DTC will leverage its considerable experience in: (1)
cohorts and trials that have data on adjudicated HF patients, and (2) its leadership and track record as the top
enroller in HFpEF trials/studies to ensure optimal recruitment by the HeartShare CCs. We will also leverage our
expertise in HFpEF, data coordination/management, BioData Catalyst, EHR-based research, biostatistics,
machine learning, multi-omics, human-computer interaction, and mobile health data monitoring to (1)
successfully execute the HeartShare program and (2) meet the HeartShare DTC goals of providing a rich
resource to the research community to advance the science of next-generation phenomics to identify HFpEF
subtypes and therapeutic targets. Our HeartShare DTC will carry out each of its 4 primary responsibilities. (1)
The Administrative and Outreach Core will oversee HeartShare program operations, research skills
development, and capitation to CCs for deep phenotyping costs; support a call center to follow patient outcomes;
and promote rapid and broad data-sharing of clinical and molecular data. (2) The Data Portal Core will serve as
the primary access point (via a web-based interface) and coordinating center for all HeartShare data; and to
develop an interactive patient-facing web-based interface for remote consent, completion of forms, and collection
of mobile health data using BioData Catalyst tools. (3) The Data Management Core will oversee ensure data
quality, integration and harmonization of various data types; perform advanced analytics; coordinate
biospecimen and imaging biorepositories; and integrate with TOPMed for omics analyses. (4) The Cohort Core
will aggregate data on HF patients from completed epidemiology cohorts and HF trials and will combine data
with further bioprofiling of existing samples to allow discovery/validation of novel targets.
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HeartShare DeCODE-HF: Data translation center to Combine Omics, Deep phenotyping, and Electronic health records for Heart Failure subtypes and treatment targets
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批准号:10488276
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项目类别:
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资助金额:$334.01万
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财政年份:2021
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负责人:ABEL N KHO
-
依托单位:
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