论文标题
可穿戴传感器指标中对COVID-19的疫苗接种疫苗接种的积极和短期影响的证据 - 德国电晕数据捐赠项目的见解
Evidence for positive long- and short-term effects of vaccinations against COVID-19 in wearable sensor metrics -- Insights from the German Corona Data Donation Project
论文作者
论文摘要
疫苗是用于打击Covid-19大流行的最强大工具之一。它们对感染非常有效,并大大降低了严重疾病,住院,ICU入院和死亡的风险。但是,它们衰减SARS-COV-2感染的长期影响的潜力通常是长期的,这仍然难以捉摸,并且仍然是辩论。可以通过分析由消费级可穿戴传感器收集的生理数据在个人水平上有效监测这种长期效果。在这里,我们研究了静止心率,每日体育锻炼和睡眠持续时间的变化,以响应于疫苗接种状态分层的SARS-COV-2感染。在德国电晕数据捐赠项目的背景下,数据收集了两年的时间,目前约有19万个每月活跃的捐助者。与未接种疫苗的对应物相比,我们发现,接种疫苗的人平均会在其重要数据中经历较小的变化,这些变化也更快地恢复到正常水平。同样,在接种疫苗的个体中,疾病急性阶段的生命力极端变化较少。我们的结果巩固了疫苗可以减轻SARS-COV-2感染在持续时间和幅度方面的长期有害影响的证据。此外,它们在公共卫生研究中证明了大规模,高分辨率可穿戴传感器数据的价值。
Vaccines are among the most powerful tools used to combat the COVID-19 pandemic. They are highly effective against infection and substantially reduce the risk of severe disease, hospitalization, ICU admission, and death. However, their potential for attenuating long-term effects of a SARS-CoV-2 infection, commonly denoted as Long COVID, remains elusive and is still subject of debate. Such long-term effects can be effectively monitored at the individual level by analyzing physiological data collected by consumer-grade wearable sensors. Here, we investigate changes in resting heart rate, daily physical activity, and sleep duration in response to a SARS-CoV-2 infection stratified by vaccination status. Data was collected over a period of two years in the context of the German Corona Data Donation Project with currently around 190,000 monthly active donors. Compared to their unvaccinated counterparts, we find that vaccinated individuals on average experience smaller changes in their vital data that also return to normal levels more quickly. Likewise, extreme changes in vitals during the acute phase of the disease occur less frequently in vaccinated individuals. Our results solidify evidence that vaccines can mitigate long-term detrimental effects of SARS-CoV-2 infections both in terms of duration and magnitude. Furthermore, they demonstrate the value of large scale, high-resolution wearable sensor data in public health research.