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肠道微生物组对 COVID-19 易感性和严重程度的因果影响:两样本孟德尔随机化研究。

Causal effects of the gut microbiome on COVID-19 susceptibility and severity: a two-sample Mendelian randomization study.

机构信息

Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.

Institute of Artificial Intelligence & Robotics (IAIR), Key Laboratory of Traffic Safety on Track of Ministry of Education, School of Traffic and Transportation Engineering, Central South University, Changsha, Hunan, China.

出版信息

Front Immunol. 2023 Sep 1;14:1173974. doi: 10.3389/fimmu.2023.1173974. eCollection 2023.

Abstract

BACKGROUND

The coronavirus disease 2019 (COVID-19) caused a global pandemic, with potential severity. We aimed to investigate whether genetically predicted gut microbiome is associated with susceptibility and severity of COVID-19 risk.

METHODS

Mendelian randomization (MR) analysis of two sets with different significance thresholds was carried out to infer the causal relationship between the gut microbiome and COVID-19. SNPs associated with the composition of the gut microbiome (n = 5,717,754) and with COVID-19 susceptibility (n = 14,328,058), COVID-19 severity (n = 11,707,239), and COVID-19 hospitalization (n = 12,018,444) from publicly available genome-wide association studies (GWAS). The random-effect inverse variance weighted (IVW) method was used to determine causality. Three more MR techniques-MR Egger, weighted median, and weighted mode-and a thorough sensitivity analysis were also used to confirm the findings.

RESULTS

IVW showed that 18 known microbial taxa were causally associated with COVID-19. Among them, six microbial taxa were causally associated with COVID-19 susceptibility; seven microbial taxa were causally associated with COVID-19 severity ; five microbial taxa were causally associated with COVID-19 hospitalization. Sensitivity analyses showed no evidence of pleiotropy or heterogeneity. Then, the predicted 37 species of the gut microbiome deserve further study.

CONCLUSION

This study found that some microbial taxa were protective factors or risky factors for COVID-19, which may provide helpful biomarkers for asymptomatic diagnosis and potential therapeutic targets for COVID-19.

摘要

背景

2019 年冠状病毒病(COVID-19)引发了一场全球大流行,其潜在严重程度不一。我们旨在研究肠道微生物组的遗传预测是否与 COVID-19 易感性和严重程度相关。

方法

采用两套具有不同显著阈值的孟德尔随机化(MR)分析来推断肠道微生物组与 COVID-19 之间的因果关系。与肠道微生物组组成相关的 SNP(n=5717754)和与 COVID-19 易感性(n=14328058)、COVID-19 严重程度(n=11707239)和 COVID-19 住院(n=12018444)相关的 SNP 均来自公开的全基因组关联研究(GWAS)。采用随机效应逆方差加权(IVW)法确定因果关系。还使用了三种额外的 MR 技术-MR Egger、加权中位数和加权模式-以及全面的敏感性分析来证实这些发现。

结果

IVW 表明,18 种已知的微生物类群与 COVID-19 存在因果关系。其中,6 种微生物类群与 COVID-19 易感性相关;7 种微生物类群与 COVID-19 严重程度相关;5 种微生物类群与 COVID-19 住院相关。敏感性分析未发现存在多效性或异质性。然后,预测的 37 种肠道微生物值得进一步研究。

结论

本研究发现,一些微生物类群是 COVID-19 的保护因素或危险因素,这可能为无症状诊断提供有帮助的生物标志物,并为 COVID-19 提供潜在的治疗靶点。

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