POWS for NOWS: Using physiomarkers as an objective tool for assessing the withdrawing infant
POWS for NOWS: Using physiomarkers as an objective tool for assessing the withdrawing infant
批准号:
10740629
负责人:
Brynne Archer Sullivan
金额:
$314.97万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-08-01 至 2026-07-31
关键词:
AccelerationAddressAdmission activityAffectAlgorithmsAssessment toolAutonomic DysfunctionBehaviorCaringCharacteristicsClinicalClinical MarkersClinical TrialsComplexDataData AnalyticsDevelopmentDevicesDiagnosisDiseaseDisease ManagementEducational workshopEngineeringEnrollmentEvaluationFeasibility StudiesGestational AgeGoalsGoldHeart RateHospital CostsHospitalsInfantInfant CareLeadLength of StayMeasuresMonitorNeeds AssessmentNeonatalNeonatal Abstinence SyndromeNeonatal Intensive Care UnitsNewborn InfantObservational StudyParentsPerformancePharmacological TreatmentPhysiologicalPhysiologyPregnant WomenPrognosisProviderPublic HealthPulse OximetryRetrospective cohortRiskSepsisSeveritiesSurveysSymptomsSystemTestingTimeTranslatingUnited StatesVariantWithdrawalWithdrawal Symptomcohortcoronavirus pandemicdesignfeasibility testingheart rate variabilityhigh risk infantimprovedmaternal opioid usemathematical modelmeetingsneonatal carenovelopioid exposureopioid use disorderpharmacologicphysiologic modelprospectiveprototyperespiratorysensorstandardized caretechnology validationtool
中文摘要
点击翻译按钮获取中文摘要
英文摘要
PROJECT SUMMARY
Neonatal Opioid Withdrawal Syndrome (NOWS) is a complex disorder with variable presentation and severity.
The current gold standard for evaluation and treatment uses subjective evaluation and provision of non-
pharmacologic and pharmacologic treatments. Challenges in inter-observer assessment variability and overlap
with normal neonatal behavior leads to substantial ambiguity and variation in care, contributing to delays in
treatment and discharge. Neonatal withdrawal is expressed predominantly through autonomic hyperexcitability,
which can be detected through quantitative analysis of non-invasive heart rate (HR) and oxygenation (SpO2). A
critical gap exists in the objective assessment of NOWS; no current device or test can provide a quantitative
monitoring or prediction of withdrawal symptoms. Closing this gap using an objective algorithm would pay
enormous dividends in both the Newborn Nursery and the Neonatal ICU.
Preliminary results indicate that signatures of NOWS can be detected using continuous pulse oximetry data
analytics and these correlate with clinical markers of withdrawal severity. Translating features of NOWS in pulse
oximetry data into a real-time objective measure of withdrawal would provide an actionable tool for providers and
directly address the primary gap in the care of these vulnerable infants. In this project, we will use data from
term infants to refine and validate a Pulse Oximetry Withdrawal Score (POWS) for NOWS symptom monitoring
and assessment. In an existing commercial partnership, we will develop and test a device prototype in a
prospective feasibility study. To inform product design and engineering, we will compile input from key
stakeholders, including parents, providers, and regulatory bodies. Upon completion, the project will yield a
device ready for a clinical trial.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Integrated physiomarker, biomarker and clinical predictive analytics for early warning of sepsis and necrotizing enterocolitis in very low birth weight infants.
-
批准号:10773555
-
项目类别:
-
资助金额:$7.06万
-
财政年份:2019
-
负责人:Brynne Archer Sullivan
-
依托单位:
Integrated physiomarker, biomarker and clinical predictive analytics for early warning of sepsis and necrotizing enterocolitis in very low birth weight infants.
-
批准号:10428595
-
项目类别:
-
资助金额:$16.55万
-
财政年份:2019
-
负责人:Brynne Archer Sullivan
-
依托单位:
Integrated physiomarker, biomarker and clinical predictive analytics for early warning of sepsis and necrotizing enterocolitis in very low birth weight infants.
-
批准号:10215275
-
项目类别:
-
资助金额:$16.51万
-
财政年份:2019
-
负责人:Brynne Archer Sullivan
-
依托单位:
Integrated physiomarker, biomarker and clinical predictive analytics for early warning of sepsis and necrotizing enterocolitis in very low birth weight infants.
-
批准号:10652474
-
项目类别:
-
资助金额:$16.55万
-
财政年份:2019
-
负责人:Brynne Archer Sullivan
-
依托单位:
海外基金