Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, United States of America.
Center for Science in the Public Interest, Washington, D.C., United States of America.
PLoS One. 2022 Sep 20;17(9):e0274900. doi: 10.1371/journal.pone.0274900. eCollection 2022.
Several ecologic studies have suggested that the bacillus Calmette-Guérin (BCG) vaccine may be protective against SARS-CoV-2 infection including a highly-cited published pre-print by Miller et al., finding that middle/high- and high-income countries that never had a universal BCG policy experienced higher COVID-19 burden compared to countries that currently have universal BCG vaccination policies. We provide a case study of the limitations of ecologic analyses by evaluating whether these early ecologic findings persisted as the pandemic progressed.
Similar to Miller et al., we employed Wilcoxon Rank Sum Tests to compare population medians in COVID-19 mortality, incidence, and mortality-to-incidence ratio between countries with universal BCG policies compared to those that never had such policies. We then computed Pearson's r correlations to evaluate the association between year of BCG vaccination policy implementation and COVID-19 outcomes. We repeated these analyses for every month in 2020 subsequent to Miller et al.'s March 2020 analysis.
We found that the differences in COVID-19 burden associated with BCG vaccination policies in March 2020 generally diminished in magnitude and usually lost statistical significance as the pandemic progressed. While six of nine analyses were statistically significant in March, only two were significant by the end of 2020.
These results underscore the need for caution in interpreting ecologic studies, given their inherent methodological limitations, which can be magnified in the context of a rapidly evolving pandemic in which there is measurement error of both exposure and outcome status.
几项生态学研究表明,卡介苗(BCG)疫苗可能对 SARS-CoV-2 感染具有保护作用,包括 Miller 等人发表的一篇备受关注的预印本,该研究发现,从未实施过普遍卡介苗政策的中/高收入国家与目前实施普遍卡介苗疫苗接种政策的国家相比,COVID-19 负担更高。我们通过评估这些早期生态学发现是否随着大流行的发展而持续存在,提供了一个关于生态学分析局限性的案例研究。
与 Miller 等人相似,我们采用 Wilcoxon 秩和检验比较了具有普遍卡介苗政策的国家与从未实施过此类政策的国家之间 COVID-19 死亡率、发病率和死亡率与发病率比的人群中位数。然后,我们计算了 Pearson's r 相关系数来评估卡介苗疫苗接种政策实施年份与 COVID-19 结局之间的关联。我们对 Miller 等人 2020 年 3 月分析之后的 2020 年每个月重复了这些分析。
我们发现,2020 年 3 月与卡介苗疫苗接种政策相关的 COVID-19 负担差异通常随着大流行的进展而缩小,并且通常失去统计学意义。虽然九个分析中有六个在 3 月具有统计学意义,但到 2020 年底只有两个具有统计学意义。
这些结果强调了在解释生态学研究时需要谨慎,因为它们存在固有的方法学局限性,而在暴露和结局状态存在测量误差的快速演变的大流行背景下,这些局限性可能会放大。