Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784853028196581376
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
work_keys_str_mv AT mazzarelliantonio gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT giancolamarialetizia gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT fontanaandrea gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT pisellipierluca gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT bindaelena gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT trivierinadia gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT mencarelligandino gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT marchioniluisa gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT vulcanoantonella gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT degiulichiara gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT panebiancoconcetta gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT villaniannacandida gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT copettimassimiliano gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT perrifrancesco gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT fontanacarla gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT nicastriemanuele gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms
AT pazienzavalerio gutmicrobiotacompositionincovid19hospitalizedpatientswithmildorseveresymptoms