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Gut microbiota composition in COVID-19 hospitalized patients with mild or severe symptoms
BACKGROUND AND AIM: COVID-19, the infectious disease caused by SARS-CoV-2 virus that has been causing a severe pandemic worldwide for more than 2 years, is characterized by a high heterogeneity of clinical presentations and evolution and, particularly, by a varying severity of respiratory involvemen...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763305/ https://www.ncbi.nlm.nih.gov/pubmed/36560946 http://dx.doi.org/10.3389/fmicb.2022.1049215 |
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author | Mazzarelli, Antonio Giancola, Maria Letizia Fontana, Andrea Piselli, Pierluca Binda, Elena Trivieri, Nadia Mencarelli, Gandino Marchioni, Luisa Vulcano, Antonella De Giuli, Chiara Panebianco, Concetta Villani, Annacandida Copetti, Massimiliano Perri, Francesco Fontana, Carla Nicastri, Emanuele Pazienza, Valerio |
author_facet | Mazzarelli, Antonio Giancola, Maria Letizia Fontana, Andrea Piselli, Pierluca Binda, Elena Trivieri, Nadia Mencarelli, Gandino Marchioni, Luisa Vulcano, Antonella De Giuli, Chiara Panebianco, Concetta Villani, Annacandida Copetti, Massimiliano Perri, Francesco Fontana, Carla Nicastri, Emanuele Pazienza, Valerio |
author_sort | Mazzarelli, Antonio |
collection | PubMed |
description | BACKGROUND AND AIM: COVID-19, the infectious disease caused by SARS-CoV-2 virus that has been causing a severe pandemic worldwide for more than 2 years, is characterized by a high heterogeneity of clinical presentations and evolution and, particularly, by a varying severity of respiratory involvement. This study aimed to analyze the diversity and taxonomic composition of the gut microbiota at hospital admission, in order to evaluate its association with COVID-19 outcome. In particular, the association between gut microbiota and a combination of several clinical covariates was analyzed in order to characterize the bacterial signature associate to mild or severe symptoms during the SARS-CoV-2 infection. MATERIALS AND METHODS: V3–V4 hypervariable region of 16S rRNA gene sequencing of 97 rectal swabs from a retrospective cohort of COVID-19 hospitalized patients was employed to study the gut microbiota composition. Patients were divided in two groups according to their outcome considering the respiratory supports they needed during hospital stay: (i) group “mild,” including 47 patients with a good prognosis and (ii) group “severe,” including 50 patients who experienced a more severe disease due to severe respiratory distress that required non-invasive or invasive ventilation. Identification of the clusters of bacterial population between patients with mild or severe outcome was assessed by PEnalized LOgistic Regression Analysis (PELORA). RESULTS: Although no changes for Chao1 and Shannon index were observed between the two groups a significant greater proportion of Campylobacterota and Actinobacteriota at phylum level was found in patients affected by SARS-CoV-2 infection who developed a more severe disease characterized by respiratory distress requiring invasive or non-invasive ventilation. Clusters have been identified with a useful early potential prognostic marker of the disease evolution. DISCUSSION: Microorganisms residing within the gut of the patients at hospital admission, were able to significantly discriminate the clinical evolution of COVID-19 patients, in particular who will develop mild or severe respiratory involvement. Our data show that patients affected by SARS-CoV-2 with mild or severe symptoms display different gut microbiota profiles which can be exploited as potential prognostic biomarkers paving also the way to new integrative therapeutic approaches. |
format | Online Article Text |
id | pubmed-9763305 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97633052022-12-21 Gut microbiota composition in COVID-19 hospitalized patients with mild or severe symptoms Mazzarelli, Antonio Giancola, Maria Letizia Fontana, Andrea Piselli, Pierluca Binda, Elena Trivieri, Nadia Mencarelli, Gandino Marchioni, Luisa Vulcano, Antonella De Giuli, Chiara Panebianco, Concetta Villani, Annacandida Copetti, Massimiliano Perri, Francesco Fontana, Carla Nicastri, Emanuele Pazienza, Valerio Front Microbiol Microbiology BACKGROUND AND AIM: COVID-19, the infectious disease caused by SARS-CoV-2 virus that has been causing a severe pandemic worldwide for more than 2 years, is characterized by a high heterogeneity of clinical presentations and evolution and, particularly, by a varying severity of respiratory involvement. This study aimed to analyze the diversity and taxonomic composition of the gut microbiota at hospital admission, in order to evaluate its association with COVID-19 outcome. In particular, the association between gut microbiota and a combination of several clinical covariates was analyzed in order to characterize the bacterial signature associate to mild or severe symptoms during the SARS-CoV-2 infection. MATERIALS AND METHODS: V3–V4 hypervariable region of 16S rRNA gene sequencing of 97 rectal swabs from a retrospective cohort of COVID-19 hospitalized patients was employed to study the gut microbiota composition. Patients were divided in two groups according to their outcome considering the respiratory supports they needed during hospital stay: (i) group “mild,” including 47 patients with a good prognosis and (ii) group “severe,” including 50 patients who experienced a more severe disease due to severe respiratory distress that required non-invasive or invasive ventilation. Identification of the clusters of bacterial population between patients with mild or severe outcome was assessed by PEnalized LOgistic Regression Analysis (PELORA). RESULTS: Although no changes for Chao1 and Shannon index were observed between the two groups a significant greater proportion of Campylobacterota and Actinobacteriota at phylum level was found in patients affected by SARS-CoV-2 infection who developed a more severe disease characterized by respiratory distress requiring invasive or non-invasive ventilation. Clusters have been identified with a useful early potential prognostic marker of the disease evolution. DISCUSSION: Microorganisms residing within the gut of the patients at hospital admission, were able to significantly discriminate the clinical evolution of COVID-19 patients, in particular who will develop mild or severe respiratory involvement. Our data show that patients affected by SARS-CoV-2 with mild or severe symptoms display different gut microbiota profiles which can be exploited as potential prognostic biomarkers paving also the way to new integrative therapeutic approaches. Frontiers Media S.A. 2022-12-06 /pmc/articles/PMC9763305/ /pubmed/36560946 http://dx.doi.org/10.3389/fmicb.2022.1049215 Text en Copyright © 2022 Mazzarelli, Giancola, Fontana, Piselli, Binda, Trivieri, Mencarelli, Marchioni, Vulcano, De Giuli, Panebianco, Villani, Copetti, Perri, Fontana, Nicastri and Pazienza. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Mazzarelli, Antonio Giancola, Maria Letizia Fontana, Andrea Piselli, Pierluca Binda, Elena Trivieri, Nadia Mencarelli, Gandino Marchioni, Luisa Vulcano, Antonella De Giuli, Chiara Panebianco, Concetta Villani, Annacandida Copetti, Massimiliano Perri, Francesco Fontana, Carla Nicastri, Emanuele Pazienza, Valerio Gut microbiota composition in COVID-19 hospitalized patients with mild or severe symptoms |
title | Gut microbiota composition in COVID-19 hospitalized patients with mild or severe symptoms |
title_full | Gut microbiota composition in COVID-19 hospitalized patients with mild or severe symptoms |
title_fullStr | Gut microbiota composition in COVID-19 hospitalized patients with mild or severe symptoms |
title_full_unstemmed | Gut microbiota composition in COVID-19 hospitalized patients with mild or severe symptoms |
title_short | Gut microbiota composition in COVID-19 hospitalized patients with mild or severe symptoms |
title_sort | gut microbiota composition in covid-19 hospitalized patients with mild or severe symptoms |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763305/ https://www.ncbi.nlm.nih.gov/pubmed/36560946 http://dx.doi.org/10.3389/fmicb.2022.1049215 |
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