Digital Biomarkers of Ulcerative Colitis Flare
Digital Biomarkers of Ulcerative Colitis Flare
批准号:
10471362
负责人:
Robert Hirten
金额:
$16.26万
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:
2021-09-01 至 2026-06-30
关键词:
Abdominal CrampsAbdominal PainAffectAmericanApple watchAreaAutonomic nervous systemAwardBehavior TherapyBiofeedbackBiological MarkersBloodClinical TrialsClinical Trials DesignCollectionColonCountryDataData ScienceDefecationDevelopmentDiarrheaDiseaseDisease OutcomeDisease remissionEngineeringEnrollmentEnvironmentEvaluationFecesFlareFundingFutureGastroenterologyGoalsGrantHospitalsImpairmentIndividualIndividual DifferencesInflammationInflammatory Bowel DiseasesInstitutesInternationalInterventionLeukocyte L1 Antigen ComplexLinkLongitudinal cohort studyMachine LearningMapsMeasurementMeasuresMentorshipMethodologyMethodsModelingMonitorMorbidity - disease rateNervous System PhysiologyParticipantPatient RecruitmentsPatientsPerformancePhysiciansPhysiologic MonitoringPhysiologicalPositioning AttributePredispositionPrevention approachProspective cohortProtocols documentationQuality of lifeRectumReportingResearchResearch PersonnelResourcesScienceScientistSilicon DioxideStandardizationStatistical Data InterpretationSurveysSymptomsTechniquesTestingTimeTrainingTraining ActivityUlcerative ColitisUnited States National Institutes of HealthWorkbasebiomarker developmentcareercareer developmentchronic inflammatory diseaseclinical carecohortcompliance behaviordigitaldigital healthdisorder controlexperienceheart rate variabilityimprovedindexinginflammatory markerinnovationmedical schoolsmobile applicationmodel developmentnewsnovelpatient orientedpersonalized approachpredictive modelingpreventprospectiveskillssmartphone Applicationsymptomatic improvementsymptomatologywearable devicewearable sensor technology
中文摘要
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英文摘要
This project will evaluate longitudinally collected physiological metrics, with a focus on autonomic nervous
system function (heart rate variability [HRV]), using wearable devices. It will investigate the ability of these
physiological metrics to identify and predict symptomatic ulcerative colitis (UC) flares. It will explore the
modifiability of these metrics through a HRV directed biofeedback intervention and its impact on UC symptoms.
Candidate: The primary objective of this application is to support the development of Dr. Robert Hirten into an
independent patient-oriented researcher in the field of digital health and inflammatory bowel disease (IBD)
research. Dr. Hirten’s career goal is to be an independent researcher and leader in leveraging the dense
physiological data acquired through novel wearable technologies in IBD research. Dr. Hirten’s proposed training
activities are in five areas: (1) Advanced statistical methodology, (2) Digital health, (3) Clinical trial design, (4)
Behavioral intervention science, (5) Career development. To achieve these goals Dr. Hirten has assembled a
mentorship team led by Dr. Bruce Sands, Chief of Gastroenterology at The Mount Sinai Hospital who has
expertise in longitudinal and clinical trial research in IBD. Environment: The Icahn School of Medicine at Mount
Sinai has a strong tradition of research and is a top 20 medical school in NIH funding. The Mount Sinai Division
of Gastroenterology is a top 10 division in the country by US News and World Report and is a leader in IBD
research and clinical care. The Hasso Plattner Institute for Digital Health at Mount Sinai is an international
institute with expertise in data science, biomedical and digital engineering. Research: UC is a chronic
inflammatory disease affecting the colon with symptomatic flares characterized by diarrhea, blood per rectum
and abdominal pain. Flares are frequent, occurring in at least 30% of patients per year, and are associated with
morbidity and impaired quality of life. Current methods to identify and predict flare are suboptimal and limited. If
flares can be identified earlier and predicted strategies for mitigation or prevent could be instituted. Advances in
digital and wearable technology allow for collection of continuous, non-invasive physiological parameters
potentially linked with disease activity. Therefore, our specific aims are to (1) To determine the association of
physiological metrics, including HRV, with symptomatic flare in UC, (2) To assess the predictive ability of
physiological metrics, with a focus on HRV, for the development of symptomatic flare in UC, (3) Determine the
feasibility, acceptability, and effect size of a HRV biofeedback intervention in subjects with symptomatic UC. To
accomplish this we will perform a longitudinal cohort study enrolling 160 subjects with UC in remission and follow
them for 12 months or until flare, collecting physiological indices from a wearable device (Apple Watch) and
survey metrics from a smart phone application. In addition, we will perform a HRV directed biofeedback
intervention in 23 subjects with UC and symptomatic flare. The general approach and skills acquired during this
award can be applied to future R01 grants aimed at building upon the findings from this work.
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Digital Biomarkers of Ulcerative Colitis Flare
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批准号:10283677
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项目类别:
-
资助金额:$16.21万
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财政年份:2021
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负责人:Robert Hirten
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依托单位:
Digital Biomarkers of Ulcerative Colitis Flare
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批准号:10652540
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项目类别:
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资助金额:$16.25万
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财政年份:2021
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负责人:Robert Hirten
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依托单位:
海外基金