在西非使用可穿戴生物传感器装置对急性拉沙热进行持续生命体征监测。

IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Brady Page, Raphaëlle Klitting, Matthias G Pauthner, Steven Steinhubl, Stephan Wegerich, Margaret Kaiser, Foday Alhasan, Edwin Konuwa, Veronica Koroma, Ibrahim Sumah, Jenneh Brima, Tiangay Kallon, Brima Jusu, Sia Mator-Mabay, Mohamed Kamara, Fatima Kamara, Emilia Jaward, Angella Massally, Zainab Kanneh, Michelle McGraw, John Schieffelin, Donald Grant, Kristian G Andersen
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引用次数: 0

摘要

背景:拉沙热是一种与高住院死亡率相关的暴发性病毒性疾病。这种疾病在西非,特别是尼日利亚和马诺河联盟地区(几内亚、利比里亚和塞拉利昂)构成严重的公共卫生问题。在塞拉利昂,由于缺乏设备和人员,对危重病人的持续监测受到阻碍。方法:我们使用可穿戴生物传感器设备远程监测急性拉沙热住院患者,以描述可能与临床结果相关的生命体征趋势,并评估该方法在资源有限环境下的可行性。结果:参与者(n = 8)的病死率为62.5%,从住院到死亡的中位时间为2天。我们的研究结果显示,与幸存者(1.7%)相比,非幸存者(n = 5)在年龄特异性心动过速范围内花费的监测时间(45.8%)更大,平均心率变异性(10 ms)比幸存者(59 ms)更低。由于传感器粘附不一致,以及蓝牙和蜂窝连接问题,超过80%的收集生命体征数据因质量差而被丢弃。结论:使用可穿戴生物传感器实时监测生命体征可能有潜力通过检测年龄特异性心动过速和心率变异性降低来识别拉沙热不良结局风险增加的个体。这是否代表在资源有限的情况下对传统床边生命体征收集的改进尚不清楚,因为相当大比例的监测数据质量较差。为了在临床和研究中广泛使用该设备,需要在传感器连接和粘附方面进行技术改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Continuous vital sign monitoring of acute Lassa fever using wearable biosensor devices in West Africa.

Background: Lassa fever is a fulminant viral illness associated with high in-hospital mortality. This disease constitutes a serious public health concern in West Africa, in particular Nigeria and the Mano River Union region (Guinea, Liberia, and Sierra Leone). In Sierra Leone, continuous monitoring of critically ill patients is hindered by a lack of equipment and personnel.

Methods: We used wearable biosensor devices to remotely monitor hospitalized individuals with acute Lassa fever in order to describe vital sign trends that may be associated with clinical outcome and to evaluate the feasibility of this approach in a resource-limited setting.

Results: The case fatality rate among participants (n = 8) was 62.5%, with a median time from hospital presentation to death of 2 days. Our results show that non-survivors (n = 5) spent a greater proportion of their monitoring period in the age-specific tachycardia range (45.8%) compared to survivors (1.7%), and had lower mean heart rate variability (10 ms) compared to those that survived (59 ms). Due to inconsistent sensor adhesion, as well as Bluetooth and cellular connectivity issues, over 80% of collected vital sign data was discarded for poor quality.

Conclusions: Real-time monitoring of vital signs using wearable biosensors may have the potential to identify individuals at increased risk for poor outcomes in Lassa fever by detecting age-specific tachycardia and reductions in heart rate variability. Whether this represents an improvement upon traditional bedside vital sign collection in resource-limited settings is not clear, as a substantial proportion of monitoring data was of poor quality. Technical improvements in sensor connectivity and adhesion are needed to enable widespread use of this device, for both clinical and research purposes.

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