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Rim-to-Rim Wearables at the Canyon for Health (R2R WATCH): Correlation of Clinical Markers of Stress with Physiological COTS Data

机译:健康峡谷的边缘对边缘可穿戴设备(R2R WATCH):应激临床指标与生理COTS数据的相关性

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Commercial off-the-shelf (COTS) wearable devices can provide easily deployable physiologic measurement systems that generate large amounts of crucial health status data. This data, although similar to physiologic data recorded and used routinely in the health care environment, lacks validation in the non-clinical environment. To address this gap in knowledge and to translate clinical expertise to the field we examined healthy volunteers attempting a strenuous task of crossing the Grand Canyon from rim to rim (R2R) in a single day. Subjects completed a pre-crossing questionnaire with baseline biometric measurements and blood collection for analysis of a comprehensive metabolic panel. Enrolled subjects were then asked to wear COTS wearable fitness devices as they attempted the crossing. Subjects were asked to provide a post-crossing questionnaire, repeat biometric measurements and blood collections. We obtained 52 complete sets of pre- and post-hike blood samples. We identified multiple significant changes in metabolic measurements consistent with expected stresses endured. In addition to the subjective fatigue expectedly reported by subjects, subjects had signs of significant muscle breakdown, yet no subject required immediate medical attention upon completing the task. We linked these clinical markers of stress to the physiologic output from COTS wearable devices and are now able to translate the output measures of these devices to meaningful clinical outcomes. In addition, we have begun to establish new expected ranges for physiologic data during extreme stress that does not require immediate medical attention. This data is crucial to defining usage parameters for wearable devices in deployed field settings.
机译:商用现货(COTS)可穿戴设备可提供易于部署的生理测量系统,该系统可生成大量重要的健康状况数据。尽管该数据类似于在医疗保健环境中常规记录和使用的生理数据,但在非临床环境中缺乏验证。为了解决这一知识差距并将临床专业知识转化为该领域,我们检查了健康的志愿者,他们试图在一天之内完成从峡谷到边缘(R2R)穿越大峡谷的艰巨任务。受试者完成了交叉基线前的问卷调查,并进行了基线生物特征测量和血液采集,以进行全面的代谢分析。然后,要求入选受试者在尝试穿越时佩戴可穿戴COTS的健身设备。要求受试者提供交叉后问卷,重复生物特征测量和血液收集。我们获得了52套远足前和远足后的血液样本。我们确定了与预期承受的压力相一致的代谢测量方面的多个重大变化。除了受试者预期报告的主观疲劳外,受试者还具有明显的肌肉衰竭迹象,但是在完成任务后,没有受试者需要立即就医。我们将这些临床压力指标与COTS可穿戴设备的生理输出联系起来,现在能够将这些设备的输出量度转换为有意义的临床结果。此外,我们已经开始为极端压力下不需要立即就医的生理数据建立新的预期范围。此数据对于在部署的现场设置中为可穿戴设备定义使用参数至关重要。

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