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健康接种者偏差是否适用于所有人?通过对220万份个人健康记录数据的分析,探讨新冠病毒疫苗接种状况与全因死亡率之间的关联。

Does the healthy vaccinee bias rule them all? Association of COVID-19 vaccination status and all-cause mortality from an analysis of data from 2.2 million individual health records.

作者信息

Fürst Tomáš, Bazalová Angelika, Fryčák Tadeáš, Janošek Jaroslav

机构信息

Department of Mathematical Analysis and Applications of Mathematics, Faculty of Science, Palacky University Olomouc, Olomouc, Czech Republic.

Department of Mathematical Analysis and Applications of Mathematics, Faculty of Science, Palacky University Olomouc, Olomouc, Czech Republic; Center for Health Research, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic.

出版信息

Int J Infect Dis. 2024 May;142:106976. doi: 10.1016/j.ijid.2024.02.019. Epub 2024 Feb 22.

Abstract

OBJECTIVES

We investigated the validity of claims of the healthy vaccinee effect (HVE) in COVID-vaccine studies by analyzing associations between all-cause mortality (ACM) and COVID-19 vaccination status.

METHODS

Approximately 2.2 million individual records from two Czech health insurance companies were retrospectively analyzed. Each age group was stratified according to the vaccination status (unvaccinated vs. individuals less than 4 weeks vs. more than 4 weeks from Doses 1, 2, 3, and 4 or more doses of vaccine). ACMs in these groups were computed and compared.

RESULTS

Consistently over datasets and age categories, ACM was substantially lower in the vaccinated than unvaccinated groups regardless of the presence or absence of a wave of COVID-19 deaths. Moreover, the ACMs in groups more than 4 weeks from Doses 1, 2, or 3 were consistently several times higher than in those less than 4 weeks from the respective dose. HVE appears to be the only plausible explanation for this, which is further corroborated by a created mathematical model.

CONCLUSIONS

In view of the presence of HVE, the baseline difference in the frailty of vaccinated and unvaccinated populations in periods without COVID-19 must be taken into account when estimating COVID-19 vaccine effectiveness from observational data.

摘要

目的

通过分析全因死亡率(ACM)与新冠疫苗接种状况之间的关联,我们调查了新冠疫苗研究中健康接种者效应(HVE)说法的有效性。

方法

对来自两家捷克健康保险公司的约220万份个人记录进行回顾性分析。每个年龄组根据接种状况进行分层(未接种、接种第1、2、3剂或4剂及以上疫苗后不到4周的个体、接种第1、2、3剂或4剂及以上疫苗后超过4周的个体)。计算并比较这些组中的全因死亡率。

结果

在各个数据集和年龄类别中,无论是否存在新冠死亡浪潮,接种疫苗组的全因死亡率均显著低于未接种疫苗组。此外,接种第1、2或3剂疫苗后超过4周的组中的全因死亡率始终比相应剂量接种后不到4周的组高出几倍。健康接种者效应似乎是对此唯一合理的解释,这一点也得到了所创建数学模型的进一步证实。

结论

鉴于健康接种者效应的存在,在根据观察数据估计新冠疫苗有效性时,必须考虑在没有新冠疫情期间接种疫苗和未接种疫苗人群脆弱程度的基线差异。

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