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Characterization of the gut microbiome of patients with Clostridioides difficile infection, patients with non–C. difficile diarrhea, and C. difficile–colonized patients

INTRODUCTION: Clostridioides difficile infection (CDI) is the main cause of nosocomial diarrhea in developed countries. A key challenge in CDI is the lack of objective methods to ensure more accurate diagnosis, especially when differentiating between true infection and colonization/diarrhea of other...

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Autores principales: Vázquez-Cuesta, Silvia, Villar, Laura, García, Nuria Lozano, Fernández, Ana I., Olmedo, María, Alcalá, Luis, Marín, Mercedes, Muñoz, Patricia, Bouza, Emilio, Reigadas, Elena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10130453/
https://www.ncbi.nlm.nih.gov/pubmed/37124040
http://dx.doi.org/10.3389/fcimb.2023.1130701
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author Vázquez-Cuesta, Silvia
Villar, Laura
García, Nuria Lozano
Fernández, Ana I.
Olmedo, María
Alcalá, Luis
Marín, Mercedes
Muñoz, Patricia
Bouza, Emilio
Reigadas, Elena
author_facet Vázquez-Cuesta, Silvia
Villar, Laura
García, Nuria Lozano
Fernández, Ana I.
Olmedo, María
Alcalá, Luis
Marín, Mercedes
Muñoz, Patricia
Bouza, Emilio
Reigadas, Elena
author_sort Vázquez-Cuesta, Silvia
collection PubMed
description INTRODUCTION: Clostridioides difficile infection (CDI) is the main cause of nosocomial diarrhea in developed countries. A key challenge in CDI is the lack of objective methods to ensure more accurate diagnosis, especially when differentiating between true infection and colonization/diarrhea of other causes. The main objective of this study was to explore the role of the microbiome as a predictive biomarker of CDI. METHODS: Between 2018 and 2021, we prospectively included patients with CDI, recurrent CDI (R-CDI), non-CDI diarrhea (NO-CDI), colonization by C. difficile, and healthy individuals. Clinical data and fecal samples were collected. The microbiome was analyzed by sequencing the hypervariable V4 region of the 16S rRNA gene on an Illumina Miseq platform. The mothur bioinformatic pipeline was followed for pre-processing of raw data, and mothur and R were used for data analysis. RESULTS: During the study period, 753 samples from 657 patients were analyzed. Of these, 247 were from patients with CDI, 43 were from patients colonized with C. difficile, 63 were from healthy individuals, 324 were from NOCDI, and 76 were from R-CDI. We found significant differences across the groups in alpha and beta diversity and in taxonomic abundance. We identified various genera as the most significant biomarkers for CDI (Bacteroides, Proteus, Paraprevotella, Robinsoniella), R-CDI (Veillonella, Fusobacterium, Lactobacillus, Clostridium sensu stricto I), and colonization by C. difficile (Parabacteroides, Faecalicoccus, Flavonifractor, Clostridium XVIII). DISCUSSION: We observed differences in microbiome patterns between healthy individuals, colonized patients, CDI, R-CDI, and NOCDI diarrhea. We identified possible microbiome biomarkers that could prove useful in the diagnosis of true CDI infections. Further studies are warranted.
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spelling pubmed-101304532023-04-27 Characterization of the gut microbiome of patients with Clostridioides difficile infection, patients with non–C. difficile diarrhea, and C. difficile–colonized patients Vázquez-Cuesta, Silvia Villar, Laura García, Nuria Lozano Fernández, Ana I. Olmedo, María Alcalá, Luis Marín, Mercedes Muñoz, Patricia Bouza, Emilio Reigadas, Elena Front Cell Infect Microbiol Cellular and Infection Microbiology INTRODUCTION: Clostridioides difficile infection (CDI) is the main cause of nosocomial diarrhea in developed countries. A key challenge in CDI is the lack of objective methods to ensure more accurate diagnosis, especially when differentiating between true infection and colonization/diarrhea of other causes. The main objective of this study was to explore the role of the microbiome as a predictive biomarker of CDI. METHODS: Between 2018 and 2021, we prospectively included patients with CDI, recurrent CDI (R-CDI), non-CDI diarrhea (NO-CDI), colonization by C. difficile, and healthy individuals. Clinical data and fecal samples were collected. The microbiome was analyzed by sequencing the hypervariable V4 region of the 16S rRNA gene on an Illumina Miseq platform. The mothur bioinformatic pipeline was followed for pre-processing of raw data, and mothur and R were used for data analysis. RESULTS: During the study period, 753 samples from 657 patients were analyzed. Of these, 247 were from patients with CDI, 43 were from patients colonized with C. difficile, 63 were from healthy individuals, 324 were from NOCDI, and 76 were from R-CDI. We found significant differences across the groups in alpha and beta diversity and in taxonomic abundance. We identified various genera as the most significant biomarkers for CDI (Bacteroides, Proteus, Paraprevotella, Robinsoniella), R-CDI (Veillonella, Fusobacterium, Lactobacillus, Clostridium sensu stricto I), and colonization by C. difficile (Parabacteroides, Faecalicoccus, Flavonifractor, Clostridium XVIII). DISCUSSION: We observed differences in microbiome patterns between healthy individuals, colonized patients, CDI, R-CDI, and NOCDI diarrhea. We identified possible microbiome biomarkers that could prove useful in the diagnosis of true CDI infections. Further studies are warranted. Frontiers Media S.A. 2023-04-12 /pmc/articles/PMC10130453/ /pubmed/37124040 http://dx.doi.org/10.3389/fcimb.2023.1130701 Text en Copyright © 2023 Vázquez-Cuesta, Villar, García, Fernández, Olmedo, Alcalá, Marín, Muñoz, Bouza and Reigadas 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 Cellular and Infection Microbiology
Vázquez-Cuesta, Silvia
Villar, Laura
García, Nuria Lozano
Fernández, Ana I.
Olmedo, María
Alcalá, Luis
Marín, Mercedes
Muñoz, Patricia
Bouza, Emilio
Reigadas, Elena
Characterization of the gut microbiome of patients with Clostridioides difficile infection, patients with non–C. difficile diarrhea, and C. difficile–colonized patients
title Characterization of the gut microbiome of patients with Clostridioides difficile infection, patients with non–C. difficile diarrhea, and C. difficile–colonized patients
title_full Characterization of the gut microbiome of patients with Clostridioides difficile infection, patients with non–C. difficile diarrhea, and C. difficile–colonized patients
title_fullStr Characterization of the gut microbiome of patients with Clostridioides difficile infection, patients with non–C. difficile diarrhea, and C. difficile–colonized patients
title_full_unstemmed Characterization of the gut microbiome of patients with Clostridioides difficile infection, patients with non–C. difficile diarrhea, and C. difficile–colonized patients
title_short Characterization of the gut microbiome of patients with Clostridioides difficile infection, patients with non–C. difficile diarrhea, and C. difficile–colonized patients
title_sort characterization of the gut microbiome of patients with clostridioides difficile infection, patients with non–c. difficile diarrhea, and c. difficile–colonized patients
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10130453/
https://www.ncbi.nlm.nih.gov/pubmed/37124040
http://dx.doi.org/10.3389/fcimb.2023.1130701
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