Identification of Novel Agents to Treat PTSD using Clinical Data
Identification of Novel Agents to Treat PTSD using Clinical Data
批准号:
10371100
负责人:
Jaimie L. Gradus
金额:
$55.58万
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-05-01 至 2024-02-29
关键词:
AccountingAddressAdverse eventAntidepressive AgentsBiological PsychiatryClinical DataClinical effectivenessComplexDataData SetData SourcesDevelopmentDiagnosisDisease remissionDrug PrescriptionsEffectivenessEvaluationFluoxetineFutureHealthcare SystemsLabelLeadershipMedicalMedical RecordsMethodsNational Institute of Mental HealthOutcomeParoxetinePatientsPharmaceutical PreparationsPharmacologic SubstancePharmacological TreatmentPharmacologyPharmacotherapyPopulationPost-Traumatic Stress DisordersProbabilityProcessPsychopharmacologyPsychotherapyPsychotropic DrugsPublishingRegistriesReportingResearchResourcesRetrospective cohortScanningSertralineSeveritiesSymptomsTherapeutic AgentsTimeTreesUnited States Department of Veterans AffairsUnited States Food and Drug AdministrationVeteransWeightWorkbasecomorbiditydata miningdata resourcedesigneffective therapyevidence baseevidence based guidelinesimprovedmachine learning methodmilitary veterannew therapeutic targetnovelnovel therapeuticsoff-label drugprospectivepsychopharmacologicresearch clinical testingresponsesymptomatic improvementtherapy developmenttreatment guidelinesvenlafaxineworking group
中文摘要
项目总结
英文摘要
PROJECT SUMMARY
This study will leverage large-scale clinical data from the Department of Veterans Affairs (VA) to identify
existing pharmaceutical agents commonly prescribed for a multitude of indications that are incidentally
associated with improvements in post-traumatic stress disorder (PTSD) symptoms. Through prior efforts, a
data source containing almost 20 years of treatment data on all (over one million) VA users diagnosed with
PTSD between October 1999 and February 2018 has been constructed, including a complete historical record
of their evidence-based medication and psychotherapy receipt within the VA healthcare system. Importantly,
the team has also amassed symptom-level patient-reported PTSD outcome data for hundreds of thousands of
these patients. The existing data is a powerful resource with which the research team proposes to explore the
following specific aims: (1) identify off-label pharmaceutical agents associated with improvements in PTSD
symptoms over time; (2) further evaluate the clinical effectiveness of newly-identified off-label pharmaceutical
agents for improvement in PTSD symptoms using rigorous causal methods; and (3) identify common adverse
events related to off-label pharmaceutical agents associated with improvements in PTSD symptoms in this
complex, psychiatrically and medically ill population The proposed project will identify agents that may merit
further rigorous clinical evaluation for psychiatric benefit. New therapeutic targets may be identified that will
lead to greater treatment options or specific treatments. Further, identification of off-label medications that
improve or have contraindicated effects for psychiatric populations will provide critical guidance to practicing
clinicians.
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