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使用可穿戴传感器对健康和假期干预措施的连续长期心率变异性及个体生理反应的变化

Changes in Continuous, Long-Term Heart Rate Variability and Individualized Physiological Responses to Wellness and Vacation Interventions Using a Wearable Sensor.

作者信息

Pratap Abhishek, Steinhubl Steve, Neto Elias Chaibub, Wegerich Stephan W, Peterson Christine Tara, Weiss Lizzy, Patel Sheila, Chopra Deepak, Mills Paul J

机构信息

Sage Bionetworks, Seattle, WA, United States.

Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, United States.

出版信息

Front Cardiovasc Med. 2020 Jul 31;7:120. doi: 10.3389/fcvm.2020.00120. eCollection 2020.

Abstract

There are many approaches to maintaining wellness, including taking a simple vacation to attending highly structured wellness retreats, which typically regulate the attendee's personal time and activities. In a healthy English-speaking cohort of 112 women and men (aged 30-80 years), this study examined the effects of participating in either a 6-days intensive wellness retreat based on Ayurvedic medicine principles or unstructured 6-days vacation at the same wellness center setting. Heart rate variability (HRV) was monitored continuously using a wearable ECG sensor patch for up to 7 days prior to, during, and 1-month following participation in the interventions. Additionally, salivary cortisol levels were assessed for all participants at multiple times during the day. Continual HRV monitoring data in the real-world setting was seen to be associated with demographic [HRV: β = 0.98 (95% CI = 0.96-0.98), false discovery rate (FDR) < 0.001] and physiological characteristics [HRV: β = 0.98 (95% CI = 0.98-1), FDR =0.005] of participants. HRV features were also able to quantify known diurnal variations [HRV: β = 2.69 (SE = 1.26), FDR < 0.001] along with notable inter- and intraperson heterogeneity in response to intervention. A statistically significant increase in HRV [β = 1.48 (SE = 1.1), FDR < 0.001] was observed for all participants during the resort visit. Personalized HRV analysis at an individual level showed a distinct individualized response to intervention, further supporting the utility of using continuous real-world tracking of HRV at an individual level to objectively measure responses to potentially stressful or relaxing settings.

摘要

保持健康有多种方法,包括进行简单的度假,到参加高度结构化的健康疗养活动,后者通常会对参与者的个人时间和活动进行规范。在一个由112名讲英语的健康男女(年龄在30至80岁之间)组成的队列中,本研究考察了参与基于阿育吠陀医学原则的为期6天的强化健康疗养活动,或在同一健康中心环境下进行无组织的6天度假的效果。在参与干预之前、期间和之后的1个月内,使用可穿戴式心电图传感器贴片连续监测心率变异性(HRV)长达7天。此外,在一天中的多个时间点对所有参与者的唾液皮质醇水平进行了评估。在现实环境中持续的HRV监测数据被发现与参与者的人口统计学特征[HRV:β = 0.98(95%置信区间 = 0.96 - 0.98),错误发现率(FDR)< 0.001]和生理特征[HRV:β = 0.98(95%置信区间 = 0.98 - 1),FDR = 0.005]相关。HRV特征还能够量化已知的昼夜变化[HRV:β = 2.69(标准误 = 1.26),FDR < 0.001]以及对干预反应中显著的个体间和个体内异质性。在度假期间,所有参与者的HRV均出现了具有统计学意义的增加[β = 1.48(标准误 = 1.1),FDR < 0.001]。个体层面的个性化HRV分析显示了对干预的独特个体化反应,进一步支持了在个体层面使用HRV的连续现实世界追踪来客观测量对潜在压力或放松环境反应的效用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a829/7411743/8680bcf955e4/fcvm-07-00120-g0001.jpg

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