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Female-Specific Risk Factors for CVD: The Impact of Adverse Pregnancy Outcomes on Subsequent Mental Health and CVD Risk

Female-Specific Risk Factors for CVD: The Impact of Adverse Pregnancy Outcomes on Subsequent Mental Health and CVD Risk
女性特定的 CVD 危险因素:不良妊娠结局对后续心理健康和 CVD 风险的影响
批准号:
10524644
负责人:
Jennifer Jacqueline Stuart
金额:
$14.32万
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-08-01 至 2027-11-30
关键词:
37 weeks gestationAcuteAddressAdmission activityBlack raceCardiovascular DiseasesCardiovascular systemCessation of lifeChronicClinical DataComplexCoronary heart diseaseCox Proportional Hazards ModelsDataData SourcesDevelopmentDiabetes MellitusDiagnosisElectronic Health RecordEnrollmentEpidemiologistEpidemiologyEventFemaleFetal GrowthFoundationsFutureGoalsHealth systemHemorrhageHypertensionInterviewJointsK-Series Research Career ProgramsLifeLife Cycle StagesLinkLiteratureMachine LearningMediatingMental DepressionMental HealthMentorsMentorshipMethodologyNational Heart, Lung, and Blood InstituteNeonatal Intensive Care UnitsNon-Insulin-Dependent Diabetes MellitusNurses&apos Health StudyPathway interactionsPatient RecruitmentsPatientsPopulationPopulation HeterogeneityPositioning AttributePost-Traumatic Stress DisordersPostpartum PeriodPre-EclampsiaPredictive FactorPregnancyPregnancy ComplicationsPremature BirthProspective cohort studyPsychiatric epidemiologyQualitative ResearchQuestionnairesRaceRecording of previous eventsResearchResearch PersonnelRiskRisk FactorsRisk MarkerRoleSamplingScienceSecondary toStrategic visionStress TestsStrokeStructureTechniquesTimeTrainingTranslatingTraumaWomanWomen&aposs Healthadverse pregnancy outcomebarrier to carecardiometabolismcardiovascular disorder epidemiologycardiovascular disorder preventioncardiovascular disorder riskcardiovascular healthcardiovascular risk factorclinically relevantcohortepidemiology studyexperiencefollow-uphealth care service utilizationhealthy lifestylehypercholesterolemiaimprovedinfant outcomeinsightmachine learning methodmenmental developmentnormotensivenovelobstetrical complicationparouspredictive modelingprepregnancypreventprospectiveracial and ethnicreproductivereproductive epidemiologyresiliencerisk prediction modelrisk sharingscreeningskillstraumatic event

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PROJECT SUMMARY/ABSTRACT Female-specific and female-predominant risk factors provide opportunities to improve cardiovascular disease (CVD) prevention and screening in women. Pregnancy complications are risk markers for future CVD revealed through the cardiometabolic “stress test” of pregnancy, which can be leveraged for early CVD prevention before the onset of established risk factors (chronic hypertension, hypercholesterolemia, type 2 diabetes). Women with a history of preeclampsia (a condition involving high blood pressure during pregnancy) or preterm delivery (<37 weeks’ gestation) have twice the risk of future CVD. Mental health conditions, such as posttraumatic stress disorder (PTSD) and depression, are twice as common in women as in men and are also associated with increased CVD risk. Although existing studies and anecdotal evidence suggest that acute adverse pregnancy outcomes (APOs; preeclampsia and preterm delivery) can constitute a traumatic event for some women and precipitate the development of mental health conditions after pregnancy, rigorous epidemiologic studies are lacking. The extent to which APOs and mental health conditions may jointly contribute to CVD in women is also unknown. This project will draw on the strengths of complementary populations and methodologic approaches, including observational epidemiologic analyses within the Nurses’ Health Study 2 and 3 (NHS2/3) prospective cohort studies and leveraging electronic health records (EHR) from the Mass General Brigham health system for both quantitative prediction modeling using machine learning and to recruit patients with recent acute APOs to participate in qualitative interviews. This research will address the gaps in the literature by: 1) evaluating the extent to which the increased CVD risk observed among women with a history of APOs is accounted for by the development of mental health conditions after pregnancy using data from NHS2/3; 2) identifying clinically relevant risk and resilience factors from the EHR that influence the risk of developing mental health conditions after an acute APO; and 3) elucidating the relationship between APOs and subsequent PTSD secondary to APO-related trauma through semi-structured qualitative patient interviews. In addition to generating new insights into the accumulation of CVD risk across a woman’s life, this proposal will provide crucial training for my development into an independent investigator by cultivating new skills in: 1) machine learning using EHR data, 2) qualitative research, and 3) psychiatric epidemiology. Given my strong background in reproductive and cardiovascular epidemiology, my world-class mentoring team, and personalized training plan to advance my skillset, I am well equipped to accomplish the proposed research. The training, mentorship, and protected time provided by this Career Development Award will uniquely position me as a leading epidemiologist equipped to improve the cardiovascular health of women.
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Female-Specific Risk Factors for CVD: The Impact of Adverse Pregnancy Outcomes on Subsequent Mental Health and CVD Risk
  • 批准号:
    10853320
  • 项目类别:
  • 资助金额:
    $6.15万
  • 财政年份:
    2022
  • 负责人:
    Jennifer Jacqueline Stuart
  • 依托单位:
海外基金