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可穿戴设备上的生物特征可揭示 COVID-19 疫苗对心血管、呼吸和睡眠生理的临时影响。

Biometrics from a wearable device reveal temporary effects of COVID-19 vaccines on cardiovascular, respiratory, and sleep physiology.

机构信息

Department of Data Science and Research, Whoop, Inc., Boston, Massachusetts.

出版信息

J Appl Physiol (1985). 2022 Feb 1;132(2):448-458. doi: 10.1152/japplphysiol.00420.2021. Epub 2022 Jan 12.

Abstract

Although vaccines against SARS-CoV-2 have been proven safe and effective, transient side-effects lasting 24-48 h postvaccination have been reported. To better understand the subjective and objective response to COVID-19 vaccination, we conducted a retrospective analysis on 69,619 subscribers to a wrist-worn biometric device (WHOOP Inc., Boston, MA) who received either the AstraZeneca, Janssen/Johnson & Johnson, Moderna, or Pfizer/BioNTech vaccine. The WHOOP device measures resting heart rate (RHR), heart rate variability (HRV), respiratory rate (RR), and sleep architecture, and these physiological measures were normalized to the same day of the week, 1 wk before vaccination. Averaging across vaccines, RHR, RR, and percent sleep derived from light sleep were elevated on the first night following vaccination and returned to baseline within 4 nights postvaccination. When statistical differences were observed between doses on the first night postvaccination, larger deviations in physiological measures were observed following the first dose of AstraZeneca and the second dose of Moderna and Pfizer/BioNTech. When statistical differences were observed between age groups or gender on the first night postvaccination, larger deviations in physiological measures were observed in younger populations and in females (compared with males). When combining self-reported symptoms (fatigue, muscle aches, headache, chills, or fever) with the objectively measured physiological parameters, we found that self-reporting fever or chills had the strongest association with deviations in physiological measures following vaccination. In summary, these results suggest that COVID-19 vaccines temporarily affect cardiovascular, respiratory, and sleep physiology and that dose, gender, and age affect the physiological response to vaccination. Here we report the first large-scale study investigating the effect of COVID-19 vaccines on cardiovascular, respiratory, and sleep physiology. We find that vaccines temporarily impact measures of cardiovascular, respiratory, and sleep physiology and that the degree of change in physiology is influenced by the manufacturer and dose of the vaccine and the gender and age of the vaccine recipient. These results provide insights into physiological changes that occur with COVID-19 vaccination and indicate that the unique responses that occur postvaccination may depend on manufacturer, dose, gender, and age.

摘要

尽管 SARS-CoV-2 疫苗已被证明是安全有效的,但仍有报道称接种疫苗后会出现持续 24-48 小时的短暂副作用。为了更好地了解 COVID-19 疫苗接种的主观和客观反应,我们对使用腕戴式生物计量设备(WHOOP Inc.,波士顿,马萨诸塞州)的 69619 名订阅者进行了回顾性分析,这些订阅者接种了阿斯利康、杨森/强生、莫德纳或辉瑞/生物技术公司的疫苗。WHOOP 设备可测量静息心率(RHR)、心率变异性(HRV)、呼吸频率(RR)和睡眠结构,这些生理指标与接种疫苗前一周的同一日相比较。平均而言,在接种疫苗后的第一晚,所有疫苗的 RHR、RR 和来自轻度睡眠的睡眠时间百分比都会升高,并且在接种疫苗后 4 晚内恢复到基线。在接种疫苗后的第一晚观察到不同剂量之间存在统计学差异时,接种阿斯利康第一剂和莫德纳和辉瑞/生物技术公司第二剂后,生理指标的偏差更大。在接种疫苗后的第一晚观察到不同年龄组或性别的统计差异时,年轻人群和女性(与男性相比)的生理指标偏差更大。当将自我报告的症状(疲劳、肌肉疼痛、头痛、发冷或发烧)与客观测量的生理参数结合起来时,我们发现报告发烧或发冷与接种疫苗后生理指标的偏差有最强的关联。总之,这些结果表明 COVID-19 疫苗会暂时影响心血管、呼吸和睡眠生理,并且剂量、性别和年龄会影响疫苗接种的生理反应。在这里,我们报告了第一项大规模研究,该研究调查了 COVID-19 疫苗对心血管、呼吸和睡眠生理的影响。我们发现疫苗会暂时影响心血管、呼吸和睡眠生理的测量值,并且生理变化的程度受到疫苗制造商和剂量以及疫苗接种者的性别和年龄的影响。这些结果提供了对 COVID-19 疫苗接种后发生的生理变化的深入了解,并表明接种疫苗后发生的独特反应可能取决于制造商、剂量、性别和年龄。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a939/8816631/d1865ba02c10/jappl-00420-2021r01.jpg

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