Page Brady, Klitting Raphaëlle, Pauthner Matthias G, Steinhubl Steven, Wegerich Stephan, Kaiser Margaret, Alhasan Foday, Konuwa Edwin, Koroma Veronica, Sumah Ibrahim, Brima Jenneh, Kallon Tiangay, Jusu Brima, Mator-Mabay Sia, Kamara Mohamed, Kamara Fatima, Jaward Emilia, Massally Angella, Kanneh Zainab, McGraw Michelle, Schieffelin John, Grant Donald, Andersen Kristian G
University of California, San Diego (UCSD), La Jolla, CA, USA.
Scripps Research Institute, La Jolla, CA, USA.
Commun Med (Lond). 2025 Jul 11;5(1):290. doi: 10.1038/s43856-025-01002-6.
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.
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.
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.
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.
拉沙热是一种暴发性病毒性疾病,院内死亡率很高。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,对重症患者的持续监测因缺乏设备和人员而受到阻碍。
我们使用可穿戴生物传感器设备对住院的急性拉沙热患者进行远程监测,以描述可能与临床结果相关的生命体征趋势,并评估这种方法在资源有限环境中的可行性。
参与者(n = 8)的病死率为62.5%,从入院到死亡的中位时间为2天。我们的结果表明,与幸存者(1.7%)相比,非幸存者(n = 5)在特定年龄心动过速范围内的监测期占比更大(45.8%),且平均心率变异性(10毫秒)低于幸存者(59毫秒)。由于传感器粘贴不一致以及蓝牙和蜂窝网络连接问题,超过80%收集到的生命体征数据因质量差而被丢弃。
使用可穿戴生物传感器对生命体征进行实时监测,可能有潜力通过检测特定年龄心动过速和心率变异性降低来识别拉沙热预后不良风险增加的个体。在资源有限的环境中,这是否比传统的床边生命体征收集有所改进尚不清楚,因为很大一部分监测数据质量较差。需要在传感器连接性和粘贴方面进行技术改进,以便该设备能够广泛用于临床和研究目的。