Microbial Signatures in COVID-19: Distinguishing Mild and Severe Disease via Gut Microbiota

Author:

Galeeva Julia S.1ORCID,Fedorov Dmitry E.1,Starikova Elizaveta V.1,Manolov Alexander I.1,Pavlenko Alexander V.1,Selezneva Oksana V.2,Klimina Ksenia M.2,Veselovsky Vladimir A.2ORCID,Morozov Maxim D.2ORCID,Yanushevich Oleg O.3,Krikheli Natella I.3,Levchenko Oleg V.3ORCID,Andreev Dmitry N.3ORCID,Sokolov Filipp S.3ORCID,Fomenko Aleksey K.3ORCID,Devkota Mikhail K.3,Andreev Nikolai G.3,Zaborovskiy Andrey V.3,Bely Petr A.3,Tsaregorodtsev Sergei V.3ORCID,Evdokimov Vladimir V.3ORCID,Maev Igor V.3,Govorun Vadim M.3,Ilina Elena N.3ORCID

Affiliation:

1. Research Institute for Systems Biology and Medicine, Department of Mathematical Biology and Bioinformatics, Moscow 117246, Russia

2. Lopukhin Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, Moscow 119435, Russia

3. Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia

Abstract

The COVID-19 pandemic, caused by the SARS-CoV-2 virus, has significantly impacted global healthcare, underscoring the importance of exploring the virus’s effects on infected individuals beyond treatments and vaccines. Notably, recent findings suggest that SARS-CoV-2 can infect the gut, thereby altering the gut microbiota. This study aimed to analyze the gut microbiota composition differences between COVID-19 patients experiencing mild and severe symptoms. We conducted 16S rRNA metagenomic sequencing on fecal samples from 49 mild and 43 severe COVID-19 cases upon hospital admission. Our analysis identified a differential abundance of specific bacterial species associated with the severity of the disease. Severely affected patients showed an association with Enterococcus faecium, Akkermansia muciniphila, and others, while milder cases were linked to Faecalibacterium prausnitzii, Alistipes putredinis, Blautia faecis, and additional species. Furthermore, a network analysis using SPIEC-EASI indicated keystone taxa and highlighted structural differences in bacterial connectivity, with a notable disruption in the severe group. Our study highlights the diverse impacts of SARS-CoV-2 on the gut microbiome among both mild and severe COVID-19 patients, showcasing a spectrum of microbial responses to the virus. Importantly, these findings align, to some extent, with observations from other studies on COVID-19 gut microbiomes, despite variations in methodologies. The findings from this study, based on retrospective data, establish a foundation for future prospective research to confirm the role of the gut microbiome as a predictive biomarker for the severity of COVID-19.

Funder

State Assignments

Publisher

MDPI AG

Reference70 articles.

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