Brown Alexander A, Ferguson Bradley J, Jones Vovanti, Green Bruce E, Pearre Justin D, Anunoby Ifeoma A, Beversdorf David Q, Barohn Richard J, Cirstea Carmen M
Department of Psychological Sciences, College of Arts and Science, University of Missouri, Columbia, MO, United States.
Department of Health Psychology, School of Health Professions, University of Missouri, Columbia, MO, United States.
Front Artif Intell. 2022 Jul 7;5:910049. doi: 10.3389/frai.2022.910049. eCollection 2022.
Cardiovascular dysautonomia may impact the quality of life and survival in amyotrophic lateral sclerosis (ALS). Such dysfunction is not systematically assessed in these patients. Wearable devices could help. The feasibility of a wearable biosensor to detect heart rate variability (HRV), a physiological marker of sympathovagal balance, was studied for the first time in real-world settings in ALS.
Five ALS patients (two early/three late; one bulbar-onset; mildly-to-moderately disabled) and five age/sex/BMI/comorbidities-matched controls underwent assessment of 3-day HRV VitalConnect biosensor (worn on the left thorax). De-identified data captured by the biosensor were transferred to a secure cloud server a relay Bluetooth device. Baseline ALS severity/anxiety and physical activity during testing were documented/quantified. Time-domain HRV measures (i.e., pNN50) were analyzed.
An overall 3-day abnormal HRV (pNN50 < 3%), was found in three out of five patients (mean ± SD for the group, 2.49 ± 1.51). Similar changes were reported in controls (12.32 ± 21.14%). There were no statistically significant relationships between pNN50 values and baseline anxiety or physical activity during the tested days ( > 0.05 for both groups). A negative correlation was found between pNN50 values and age in patients ( = 0.01) and controls ( = 0.09), which is similar with what is found in the general population. In line with prior studies, pNN50 values were independent of disease stage ( = 0.6) and disability ( = 0.4).
These preliminary results suggest that remote HRV measures using the VitalConnect is feasible and may constitute an improved strategy to provide insights into sympathovagal balance in ALS. Further work with larger sample sizes is warranted.
心血管自主神经功能障碍可能会影响肌萎缩侧索硬化症(ALS)患者的生活质量和生存率。但这类功能障碍在这些患者中并未得到系统评估。可穿戴设备或许能有所帮助。本研究首次在现实环境中对ALS患者使用可穿戴生物传感器检测心率变异性(HRV)(一种交感神经-迷走神经平衡的生理指标)的可行性进行了研究。
五名ALS患者(两名早期/三名晚期;一名延髓起病;轻度至中度残疾)和五名年龄、性别、体重指数/合并症匹配的对照者使用VitalConnect生物传感器(佩戴在左胸)进行了为期3天的HRV评估。生物传感器采集的去识别化数据通过中继蓝牙设备传输到安全的云服务器。记录/量化了测试期间的基线ALS严重程度/焦虑情况和身体活动。分析了时域HRV指标(即pNN50)。
五名患者中有三名患者出现了总体为期3天的异常HRV(pNN50 < 3%)(该组平均值±标准差为2.49 ± 1.51)。对照组也报告了类似变化(12.32 ± 21.14%)。测试期间,pNN50值与基线焦虑或身体活动之间无统计学显著相关性(两组均P > 0.05)。患者组(P = 0.01)和对照组(P = 0.09)的pNN50值与年龄之间均呈负相关,这与一般人群中的情况相似。与先前研究一致,pNN50值与疾病阶段(P = 0.6)和残疾程度(P = 0.4)无关。
这些初步结果表明,使用VitalConnect进行远程HRV测量是可行的,可能构成一种改进策略,用于深入了解ALS患者的交感神经-迷走神经平衡。有必要开展更大样本量的进一步研究。