An automated portable system for detecting and treating opioid induced respiratory depression
An automated portable system for detecting and treating opioid induced respiratory depression
批准号:
10592367
负责人:
Feng Guo
金额:
$127.81万
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:
2022-04-01 至 2025-02-28
关键词:
AcousticsAddressAnesthesiologyAnimal ModelBloodBrain DeathBrain InjuriesBreathingCellsCellular PhoneCessation of lifeClassificationClinical DataCollaborationsConsumptionDataDepressed moodDetectionDevicesDoseEngineeringExerciseExpert SystemsFailureFentanylHeart RateHumanIndividualInjectionsInterventionLettersMachine LearningMedicalMedicineMethodsMonitorMorphologic artifactsMotionMusNaloxoneNeedlesOpioidOutcomeOverdoseOxygenPatientsPatternPhysical activityPhysiologicalReal-Time SystemsResearchRespirationSleepSystemTherapeuticTherapeutic UsesTimeTrainingVariantVentilatory Depressionawakeclinical painconvolutional neural networkdetection platformdigitaldosagehuman dataimprovedinnovationmachine learning algorithmmouse modelnovelopioid overdoseportabilityprescription opioidprototyperespiratorysensortherapeutic opioidtherapeutic patchtranslation to humanstranslational applicationstranslational potentialuser-friendlywearable sensor technology
中文摘要
点击翻译按钮获取中文摘要
英文摘要
PROJECT SUMMARY
Opioid overdoses caused almost 70,000 deaths in the US in the year ending in November 2020. Many of these
occur during the therapeutic use of prescription opioids, particularly when consumption is erratic or among
workers from certain professions. Despite the promotion of naloxone for opioid overdose, the effective rescue of
an individual from an overdose during the therapeutic use of opioids is still very challenging for several reasons:
(1) the onset of an opioid overdose may be very difficult for the patient or their associates to rapidly recognize;
(2) the time between the onset of respiratory depression and irreversible brain damage or death is brief; leaving
a brief time window to seek medical help and intervene; and (3) methods employed by self- or bystanders to
treat an opioid overdose may not be available or are complicated for lay individuals to use. Thus, there is an
urgent and unmet need for real-time detection and automated treatment of opioid overdose, even during the
therapeutic use of opioids. The overall objective of this U01 application is to develop an automated portable
system to detect and treat an opioid overdose in real time. The research team pursues engineering advances in
developing wearable sensors for real-time tracking of multiple physiological parameters and therapeutic patches
for precise transdermal delivery of naloxone, respectively. The proposed project will further develop wearable
sensors to track the variation of physiological parameters (e.g., breathing pattern, blood oxygen level, and heart
rate) for the real-time detection of an opioid overdose. The proposed project also aims to optimize novel acoustic
patches to deliver naloxone for treating an opioid overdose. A closed-loop system will be established through
integration of a wearable sensor, a therapeutic patch, a machine learning-based controller driven by a cell phone.
The proposed system will be validated using a mouse model of opioid overdose well developed in the PI’s lab,
and adapted for the potential translational applications in human patients. The ultimate product of this study is
to construct a prototype system for real-time detection and automated treatment of an opioid overdose.
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An automated portable system for detecting and treating opioid induced respiratory depression
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海外基金