Department of Neurology, All India Institute of Medical Sciences, New Delhi, India.
Department of Biostatistics & Bioinformatics, King Abdullah International Medical Research Center/King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia.
PLoS One. 2020 Oct 22;15(10):e0240710. doi: 10.1371/journal.pone.0240710. eCollection 2020.
The 2019-Coronavirus (COVID-19) pandemic has had a global impact. The effect of environmental temperature on transmissibility and fatality rate of COVID-19 and protective efficacy of Bacillus Calmette-Guérin (BCG) vaccination towards COVID-19 remains ambiguous. Therefore, we explored the global impact of environmental temperature and neonatal BCG vaccination coverage on transmissibility and fatality rate of COVID-19. The COVID-19 data for reported cases, deaths and global temperature were collected from 31st December 2020 to 3rd April 2020 for 67 countries. Temperature data were split into quartiles for all three categories (minimum temperature, maximum temperature and mean temperature). The impact of three types of temperature data and policy of BCG vaccination on COVID-19 infection was determined by applying the multivariable two-level negative binomial regression analysis keeping daily new cases and daily mortality as outcome. The highest number of cases fell in the temperature categories as following: mean temperature in the second quartile (6°C to 10.5°C), median 26, interquartile range (IQR) 237; minimum temperature in the first quartile (-26°C to 1°C), median 23, IQR 173; maximum temperature in the second quartile (10°C to 16°C), median 27.5, IQR 219. For the minimum temperature category, 28% statistically significant lower incidence was noted for new cases from the countries falling in the second quartile (2°C to 6°C) compared with countries falling in the first quartile (-26°C to 1°C) (incidence rate ratio [IRR] 0.72, 95% confidence interval [CI] 0.57 to 0.93). However, no statistically significant difference in incidence rate was observed for mean temperature categories in comparison to the first quartile. Countries with BCG vaccination policy had 58% less mortality as compared with countries without BCG coverage (IRR 0.42; 95% CI 0.18 to 0.95). Our exploratory study provides evidence that high temperature might not be associated with low transmissibility and countries having neonatal BCG vaccination policy had a low fatality rate of COVID-19.
2019 年冠状病毒病(COVID-19)大流行具有全球性影响。环境温度对 COVID-19 的传染性和病死率以及卡介苗(BCG)接种对 COVID-19 的保护效果仍存在争议。因此,我们探讨了环境温度和新生儿 BCG 疫苗覆盖率对 COVID-19 传染性和病死率的全球影响。我们从 2020 年 12 月 31 日至 2021 年 4 月 3 日收集了 67 个国家的报告病例、死亡人数和全球温度数据。将温度数据分为四分位数,分为三类(最低温度、最高温度和平均温度)。通过应用多变量两级负二项回归分析,将每日新发病例和每日死亡率作为结果,确定三种类型的温度数据和 BCG 疫苗接种政策对 COVID-19 感染的影响。病例最多的国家属于以下温度范围:平均温度处于第二四分位数(6°C 至 10.5°C),中位数为 26°C,四分位距(IQR)为 237°C;最低温度处于第一四分位数(-26°C 至 1°C),中位数为 23°C,IQR 为 173°C;最高温度处于第二四分位数(10°C 至 16°C),中位数为 27.5°C,IQR 为 219°C。对于最低温度类别,与处于第一四分位数(-26°C 至 1°C)的国家相比,处于第二四分位数(2°C 至 6°C)的国家的新发病例发病率降低了 28%,具有统计学意义(发病率比[IRR]为 0.72,95%置信区间[CI]为 0.57 至 0.93)。然而,与第一四分位数相比,平均温度类别无统计学差异。与未覆盖 BCG 的国家相比,实施 BCG 疫苗接种政策的国家死亡率降低了 58%(IRR 为 0.42;95%CI 为 0.18 至 0.95)。我们的探索性研究提供了证据,表明高温可能与低传染性无关,且有新生儿 BCG 疫苗接种政策的国家 COVID-19 死亡率较低。