一种可穿戴设备,用于监测皮肤电反应,以准确预测血压指标和心血管动力学的变化

K. Subramanya, V. V. Bhat, Sandeep A. Kamath
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引用次数: 24

摘要

预测急诊室和重症监护病房(ICU)患者的急性低血压发作(AHE)是一项艰巨的挑战。由于人们普遍认为,对循环休克的生理代偿适应涉及血流再分配和交感神经刺激的增加,我们最近研究了皮肤电反应(GSR)或皮肤电活动(EDA),一种测量交感神经刺激的方法,是否可以提供关于急性低血压发作或循环衰竭即将发生的危险的信息(Subramanya和Mudol, 2012)。在目前的研究中,开发并测试了一种低成本的可穿戴设备,以帮助开发预测血压(BP)和心血管动力学的系统。在一项初步研究中,我们检验了表面健康的人类志愿者在跑步机运动前后GSR值与四个血压指数(收缩压、舒张压、平均动脉压和脉压)之间的关系。四项血压指标均与GSR有显著相关性,其中脉压可能是GSR变化的最强预测因子,反之亦然。本文为未来的研究提供了机会,以评估连续监测GSR在预测即将发生的心血管衰竭、AHE和休克方面的效用,并可能对ICU、创伤和重症监护管理产生深远的影响。
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A wearable device for monitoring galvanic skin response to accurately predict changes in blood pressure indexes and cardiovascular dynamics
Predicting acute hypotensive episode (AHE) in patients in emergency rooms and in intensive care units (ICU) is a difficult challenge. As it is well accepted that physiological compensatory adaptations to circulatory shock involve blood flow redistribution and increase in sympathetic stimulation, we recently investigated if galvanic skin response (GSR) or electro-dermal activity (EDA), a measure of sympathetic stimulation, could give information about the impending danger of acute hypotensive episode or circulatory collapse (Subramanya and Mudol, 2012). In this current study, a low-cost wearable device was developed and tested to help progress towards a system for predicting blood pressure (BP) and cardiovascular dynamics. In a pilot study, we examined hypotheses about the relation between GSR values and four BP indexes (systolic BP, diastolic BP, mean arterial pressure and pulse pressure) in apparently healthy human volunteers before and immediately after treadmill exercise. All four BP indexes had significant relationship with GSR, with pulse pressure possibly the strongest predictor of variations in the GSR and vice-versa. This paper opens up opportunities for future investigations to evaluate the utility of continuous monitoring of GSR to forecast imminent cardiovascular collapse, AHE and shock, and could have far-reaching implications for ICU, trauma and critical care management.
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