• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

使用可穿戴设备测量的辉瑞-生物科技公司新冠疫苗的生理反应:前瞻性观察研究。

Physiologic Response to the Pfizer-BioNTech COVID-19 Vaccine Measured Using Wearable Devices: Prospective Observational Study.

作者信息

Hajduczok Alexander G, DiJoseph Kara M, Bent Brinnae, Thorp Audrey K, Mullholand Jon B, MacKay Stuart A, Barik Sabrina, Coleman Jamie J, Paules Catharine I, Tinsley Andrew

机构信息

Division of Internal Medicine, Department of Medicine, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, United States.

Department of Biomedical Engineering, Duke University, Durham, NC, United States.

出版信息

JMIR Form Res. 2021 Aug 4;5(8):e28568. doi: 10.2196/28568.

DOI:10.2196/28568
PMID:34236995
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8341091/
Abstract

BACKGROUND

The Pfizer-BioNTech COVID-19 vaccine uses a novel messenger RNA technology to elicit a protective immune response. Short-term physiologic responses to the vaccine have not been studied using wearable devices.

OBJECTIVE

We aim to characterize physiologic changes in response to COVID-19 vaccination in a small cohort of participants using a wearable device (WHOOP Strap 3.0). This is a proof of concept for using consumer-grade wearable devices to monitor response to COVID-19 vaccines.

METHODS

In this prospective observational study, physiologic data from 19 internal medicine residents at a single institution that received both doses of the Pfizer-BioNTech COVID-19 vaccine was collected using the WHOOP Strap 3.0. The primary outcomes were percent change from baseline in heart rate variability (HRV), resting heart rate (RHR), and respiratory rate (RR). Secondary outcomes were percent change from baseline in total, rapid eye movement, and deep sleep. Exploratory outcomes included local and systemic reactogenicity following each dose and prophylactic analgesic use.

RESULTS

In 19 individuals (mean age 28.8, SD 2.2 years; n=10, 53% female), HRV was decreased on day 1 following administration of the first vaccine dose (mean -13.44%, SD 13.62%) and second vaccine dose (mean -9.25%, SD 22.6%). RHR and RR showed no change from baseline after either vaccine dose. Sleep duration was increased up to 4 days post vaccination, after an initial decrease on day 1. Increased sleep duration prior to vaccination was associated with a greater change in HRV. Local and systemic reactogenicity was more severe after dose two.

CONCLUSIONS

This is the first observational study of the physiologic response to any of the novel COVID-19 vaccines as measured using wearable devices. Using this relatively small healthy cohort, we provide evidence that HRV decreases in response to both vaccine doses, with no significant changes in RHR or RR. Sleep duration initially decreased following each dose with a subsequent increase thereafter. Future studies with a larger sample size and comparison to other inflammatory and immune biomarkers such as antibody response will be needed to determine the true utility of this type of continuous wearable monitoring in regards to vaccine responses. Our data raises the possibility that increased sleep prior to vaccination may impact physiologic responses and may be a modifiable way to increase vaccine response. These results may inform future studies using wearables for monitoring vaccine responses.

TRIAL REGISTRATION

ClinicalTrials.gov NCT04304703; https://www.clinicaltrials.gov/ct2/show/NCT04304703.

摘要

背景

辉瑞 - 生物科技公司的新冠疫苗采用了一种新型信使核糖核酸技术来引发保护性免疫反应。尚未使用可穿戴设备对该疫苗的短期生理反应进行研究。

目的

我们旨在使用可穿戴设备(WHOOP Strap 3.0)对一小群参与者接种新冠疫苗后的生理变化进行特征描述。这是使用消费级可穿戴设备监测对新冠疫苗反应的概念验证。

方法

在这项前瞻性观察性研究中,使用WHOOP Strap 3.0收集了来自单一机构的19名接受两剂辉瑞 - 生物科技公司新冠疫苗的内科住院医师的生理数据。主要结局指标为心率变异性(HRV)、静息心率(RHR)和呼吸频率(RR)相对于基线的变化百分比。次要结局指标为总睡眠时间、快速眼动睡眠时间和深度睡眠时间相对于基线的变化百分比。探索性结局指标包括每次接种后的局部和全身反应原性以及预防性镇痛药物的使用情况。

结果

在19名个体(平均年龄28.8岁,标准差2.2岁;10名女性,占53%)中,接种第一剂疫苗后第1天HRV降低(平均降低13.44%,标准差13.62%),接种第二剂疫苗后第1天HRV也降低(平均降低9.25%,标准差22.6%)。接种任何一剂疫苗后,RHR和RR与基线相比均无变化。接种疫苗后睡眠时长最多增加4天,最初在第1天有所减少。接种疫苗前睡眠时长增加与HRV的更大变化相关。第二剂接种后的局部和全身反应原性更严重。

结论

这是第一项使用可穿戴设备测量新型新冠疫苗生理反应的观察性研究。通过这个相对较小的健康队列,我们提供了证据表明,两剂疫苗接种后HRV均降低,而RHR或RR无显著变化。每次接种后睡眠时长最初减少,随后增加。未来需要更大样本量的研究,并与其他炎症和免疫生物标志物(如抗体反应)进行比较,以确定这种连续可穿戴监测在疫苗反应方面的真正效用。我们的数据提出了接种疫苗前睡眠增加可能影响生理反应且可能是增强疫苗反应的一种可改变方式的可能性。这些结果可能为未来使用可穿戴设备监测疫苗反应的研究提供参考。

试验注册

ClinicalTrials.gov NCT04304703;https://www.clinicaltrials.gov/ct2/show/NCT04304703

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/6e860b505597/formative_v5i8e28568_fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/10f56d974116/formative_v5i8e28568_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/3c966ca4cc5d/formative_v5i8e28568_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/e172d8b8e590/formative_v5i8e28568_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/0be5e0b48031/formative_v5i8e28568_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/6e860b505597/formative_v5i8e28568_fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/10f56d974116/formative_v5i8e28568_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/3c966ca4cc5d/formative_v5i8e28568_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/e172d8b8e590/formative_v5i8e28568_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/0be5e0b48031/formative_v5i8e28568_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d08/8341091/6e860b505597/formative_v5i8e28568_fig5.jpg

相似文献

1
Physiologic Response to the Pfizer-BioNTech COVID-19 Vaccine Measured Using Wearable Devices: Prospective Observational Study.使用可穿戴设备测量的辉瑞-生物科技公司新冠疫苗的生理反应:前瞻性观察研究。
JMIR Form Res. 2021 Aug 4;5(8):e28568. doi: 10.2196/28568.
2
Biometrics from a wearable device reveal temporary effects of COVID-19 vaccines on cardiovascular, respiratory, and sleep physiology.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。
J Appl Physiol (1985). 2022 Feb 1;132(2):448-458. doi: 10.1152/japplphysiol.00420.2021. Epub 2022 Jan 12.
3
P070 Next Generation Wearable Technology for IBD Patients: A Feasibility Study.P070:用于炎症性肠病患者的下一代可穿戴技术:一项可行性研究。
Am J Gastroenterol. 2021 Dec 1;116(Suppl 1):S18. doi: 10.14309/01.ajg.0000798880.74975.18.
4
Early Detection of COVID-19 in Female Athletes Using Wearable Technology.利用可穿戴技术早期检测女性运动员的 COVID-19。
Sports Health. 2024 Jul-Aug;16(4):512-517. doi: 10.1177/19417381231183709. Epub 2023 Jul 4.
5
Monitoring one heart to help two: heart rate variability and resting heart rate using wearable technology in active women across the perinatal period.监测一颗心,帮助两个人:使用可穿戴技术在围产期活跃女性中监测心率变异性和静息心率。
BMC Pregnancy Childbirth. 2022 Nov 30;22(1):887. doi: 10.1186/s12884-022-05183-z.
6
COVID-19 vaccines: comparison of biological, pharmacological characteristics and adverse effects of Pfizer/BioNTech and Moderna Vaccines.COVID-19 疫苗:辉瑞/生物科技和 Moderna 疫苗的生物学、药理学特征和不良反应比较。
Eur Rev Med Pharmacol Sci. 2021 Feb;25(3):1663-1669. doi: 10.26355/eurrev_202102_24877.
7
Evaluating the Validity and Utility of Wearable Technology for Continuously Monitoring Patients in a Hospital Setting: Systematic Review.评估可穿戴技术在医院环境中连续监测患者的有效性和实用性:系统评价。
JMIR Mhealth Uhealth. 2021 Aug 18;9(8):e17411. doi: 10.2196/17411.
8
Inter-individual variation in objective measure of reactogenicity following COVID-19 vaccination via smartwatches and fitness bands.通过智能手表和健身手环对 COVID-19 疫苗接种后反应原性进行客观测量时的个体间差异。
NPJ Digit Med. 2022 Apr 19;5(1):49. doi: 10.1038/s41746-022-00591-z.
9
Metrics from Wearable Devices as Candidate Predictors of Antibody Response Following Vaccination against COVID-19: Data from the Second TemPredict Study.可穿戴设备的指标作为 COVID-19 疫苗接种后抗体反应的候选预测指标:来自第二项 TemPredict 研究的数据。
Vaccines (Basel). 2022 Feb 9;10(2):264. doi: 10.3390/vaccines10020264.
10
Feasibility of Using a Wearable Biosensor Device in Patients at Risk for Alzheimer's Disease Dementia.可穿戴生物传感器设备在阿尔茨海默病痴呆风险患者中的应用可行性。
J Prev Alzheimers Dis. 2020;7(2):104-111. doi: 10.14283/jpad.2019.39.

引用本文的文献

1
Heart Rate Variability Applications in Strength and Conditioning: A Narrative Review.心率变异性在力量训练与体能训练中的应用:一项叙述性综述
J Funct Morphol Kinesiol. 2024 May 27;9(2):93. doi: 10.3390/jfmk9020093.
2
Prediction and detection of side effects severity following COVID-19 and influenza vaccinations: utilizing smartwatches and smartphones.新冠病毒病和流感疫苗接种后副作用严重程度的预测与检测:利用智能手表和智能手机
Sci Rep. 2024 Mar 12;14(1):6012. doi: 10.1038/s41598-024-56561-w.
3
Association between sleep duration and antibody acquisition after mRNA vaccination against SARS-CoV-2.

本文引用的文献

1
COVID-19 illness in relation to sleep and burnout.与睡眠和职业倦怠相关的新冠病毒疾病
BMJ Nutr Prev Health. 2021 Mar 22;4(1):132-139. doi: 10.1136/bmjnph-2021-000228. eCollection 2021.
2
mRNA vaccine-elicited antibodies to SARS-CoV-2 and circulating variants.mRNA 疫苗诱导的针对 SARS-CoV-2 和循环变异株的抗体。
Nature. 2021 Apr;592(7855):616-622. doi: 10.1038/s41586-021-03324-6. Epub 2021 Feb 10.
3
Use of Physiological Data From a Wearable Device to Identify SARS-CoV-2 Infection and Symptoms and Predict COVID-19 Diagnosis: Observational Study.
mRNA 疫苗接种后睡眠时长与 SARS-CoV-2 抗体获得的相关性。
Front Immunol. 2023 Dec 11;14:1242302. doi: 10.3389/fimmu.2023.1242302. eCollection 2023.
4
Is the Effect of the COVID-19 Vaccine on Heart Rate Variability Permanent?新冠病毒疫苗对心率变异性的影响是永久性的吗?
Medicina (Kaunas). 2023 Apr 28;59(5):852. doi: 10.3390/medicina59050852.
5
A Narrative Review of Commercial Platforms Offering Tracking of Heart Rate Variability in Corporate Employees to Detect and Manage Stress.关于为企业员工提供心率变异性追踪以检测和管理压力的商业平台的叙述性综述。
J Cardiovasc Dev Dis. 2023 Mar 27;10(4):141. doi: 10.3390/jcdd10040141.
6
Feasibility of Measuring Physiological Responses to Breakthrough Infections and COVID-19 Vaccine Using a Wearable Ring Sensor.使用可穿戴戒指传感器测量对突破性感染和新冠疫苗的生理反应的可行性。
Digit Biomark. 2023 Mar 29;7(1):1-6. doi: 10.1159/000528874. eCollection 2023 Jan-Dec.
7
A Comprehensive Analysis of COVID-19 Vaccine Discourse by Vaccine Brand on Twitter in Korea: Topic and Sentiment Analysis.对韩国推特上不同品牌新冠疫苗相关言论的全面分析:主题和情感分析。
J Med Internet Res. 2023 Jan 31;25:e42623. doi: 10.2196/42623.
8
Impact of COVID-19 Vaccination on Heart Rate Variability: A Systematic Review.2019冠状病毒病疫苗接种对心率变异性的影响:一项系统评价
Vaccines (Basel). 2022 Dec 7;10(12):2095. doi: 10.3390/vaccines10122095.
9
Self-Reported and Physiologic Reactions to Third BNT162b2 mRNA COVID-19 (Booster) Vaccine Dose.自我报告和生理反应对第三剂 BNT162b2 mRNA COVID-19(加强针)疫苗剂量。
Emerg Infect Dis. 2022 Jul;28(7):1375-1383. doi: 10.3201/eid2807.212330. Epub 2022 Jun 2.
10
Utilizing wearable sensors for continuous and highly-sensitive monitoring of reactions to the BNT162b2 mRNA COVID-19 vaccine.利用可穿戴传感器对BNT162b2 mRNA新冠疫苗的反应进行连续且高灵敏度监测。
Commun Med (Lond). 2022 Mar 14;2:27. doi: 10.1038/s43856-022-00090-y. eCollection 2022.
利用可穿戴设备的生理数据识别 SARS-CoV-2 感染和症状并预测 COVID-19 诊断:观察性研究。
J Med Internet Res. 2021 Feb 22;23(2):e26107. doi: 10.2196/26107.
4
Analyzing changes in respiratory rate to predict the risk of COVID-19 infection.分析呼吸频率变化预测 COVID-19 感染风险。
PLoS One. 2020 Dec 10;15(12):e0243693. doi: 10.1371/journal.pone.0243693. eCollection 2020.
5
Safety and Efficacy of the BNT162b2 mRNA Covid-19 Vaccine.BNT162b2 mRNA 新冠病毒疫苗的安全性和有效性。
N Engl J Med. 2020 Dec 31;383(27):2603-2615. doi: 10.1056/NEJMoa2034577. Epub 2020 Dec 10.
6
Pre-symptomatic detection of COVID-19 from smartwatch data.从智能手表数据中进行 COVID-19 的症状前检测。
Nat Biomed Eng. 2020 Dec;4(12):1208-1220. doi: 10.1038/s41551-020-00640-6. Epub 2020 Nov 18.
7
Heart Rate Variability as a Possible Predictive Marker for Acute Inflammatory Response in COVID-19 Patients.心率变异性作为COVID-19患者急性炎症反应的一种可能预测标志物
Mil Med. 2021 Jan 30;186(1-2):e34-e38. doi: 10.1093/milmed/usaa405.
8
Wearable Technology and How This Can Be Implemented into Clinical Practice.可穿戴技术及其在临床实践中的应用。
Curr Allergy Asthma Rep. 2020 Jun 6;20(8):36. doi: 10.1007/s11882-020-00927-3.
9
Temporal Links Between Self-Reported Sleep and Antibody Responses to the Influenza Vaccine.自我报告的睡眠与流感疫苗抗体反应之间的时间关联。
Int J Behav Med. 2021 Feb;28(1):151-158. doi: 10.1007/s12529-020-09879-4.
10
Effect of wearables on sleep in healthy individuals: a randomized crossover trial and validation study.可穿戴设备对健康个体睡眠的影响:一项随机交叉试验及验证研究。
J Clin Sleep Med. 2020 May 15;16(5):775-783. doi: 10.5664/jcsm.8356. Epub 2020 Feb 11.