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
项目摘要
新生儿阿片类药物戒断综合征(NOWS)是一种复杂的疾病,表现形式和严重程度各不相同。
目前的评价和治疗金标准采用主观评价和提供非
药理学和药理学治疗。观察员之间评估的差异和重叠方面的挑战
与正常的新生儿行为导致大量的模糊性和变化的照顾,有助于延迟
治疗和出院。新生儿戒断主要表现为自主神经过度兴奋,
其可以通过无创心率(HR)和氧合(SpO 2)的定量分析来检测。一
NOWS的客观评估存在关键差距;目前没有任何设备或测试可以提供定量的
监测或预测戒断症状。使用客观的算法来缩小这一差距将是值得的
在新生儿保育室和新生儿重症监护室都有巨大的红利。
初步结果表明,NOWS的签名可以使用连续脉搏血氧饱和度数据检测
分析,这些与戒断严重程度的临床标志物相关。脉动中NOWS的翻译特点
将血氧测定数据转化为戒断的实时客观测量将为提供者提供可操作的工具,
直接解决这些脆弱婴儿护理方面的主要差距。在这个项目中,我们将使用来自
足月婴儿,以完善和验证用于NOWS症状监测的脉搏血氧仪戒断评分(POWS)
和评估。在现有的商业合作伙伴关系中,我们将开发和测试一个设备原型,
前瞻性可行性研究。为了通知产品设计和工程,我们将汇编来自关键字的输入,
利益相关者,包括家长、供应商和监管机构。项目完成后,
准备好进行临床试验。
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