Cargando…

Characterization of microbial communities from gut microbiota of hypercholesterolemic and control subjects

INTRODUCTION: In recent years, several studies have evidenced the importance of the microbiome to host physiology as metabolism regulator, along with its potential role in triggering various diseases. In this study, we analyzed the gut microbiota in hypercholesterolemic (cases) and normocholesterole...

Descripción completa

Detalles Bibliográficos
Autores principales: Morales, Cristian, Rojas, Gabriel, Rebolledo, Camilo, Rojas-Herrera, Marcelo, Arias-Carrasco, Raúl, Cuadros-Orellana, Sara, Maracaja-Coutinho, Vinicius, Saavedra, Kathleen, Leal, Pamela, Lanas, Fernando, Salazar, Luis A., Saavedra, Nicolás
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9745040/
https://www.ncbi.nlm.nih.gov/pubmed/36523636
http://dx.doi.org/10.3389/fcimb.2022.943609
_version_ 1784849054541283328
author Morales, Cristian
Rojas, Gabriel
Rebolledo, Camilo
Rojas-Herrera, Marcelo
Arias-Carrasco, Raúl
Cuadros-Orellana, Sara
Maracaja-Coutinho, Vinicius
Saavedra, Kathleen
Leal, Pamela
Lanas, Fernando
Salazar, Luis A.
Saavedra, Nicolás
author_facet Morales, Cristian
Rojas, Gabriel
Rebolledo, Camilo
Rojas-Herrera, Marcelo
Arias-Carrasco, Raúl
Cuadros-Orellana, Sara
Maracaja-Coutinho, Vinicius
Saavedra, Kathleen
Leal, Pamela
Lanas, Fernando
Salazar, Luis A.
Saavedra, Nicolás
author_sort Morales, Cristian
collection PubMed
description INTRODUCTION: In recent years, several studies have evidenced the importance of the microbiome to host physiology as metabolism regulator, along with its potential role in triggering various diseases. In this study, we analyzed the gut microbiota in hypercholesterolemic (cases) and normocholesterolemic (controls) individuals to identify characteristic microbial signature for each condition. METHODS: Stool samples were obtained from 57 adult volunteers (27 hypercholesterolemic and 30 controls). The taxonomic profiling of microbial communities was performed using high-throughput sequencing of 16S rRNA V3-V4 amplicons, followed by data analysis using Quantitative Insights Into Microbial Ecology 2 (QIIME2) and linear discriminant analysis (LDA) effect size (LEfSe). RESULTS: Significant differences were observed in weight, height, body mass index (BMI) and serum levels of triglycerides, total cholesterol and low-density lipoprotein cholesterol (LDL-C) between the groups (p<0.05). LEfSe showed differentially abundant prokaryotic taxa (α=0.05, LDA score > 2.0) in the group of hypercholesterolemic individuals (Methanosphaera, Rothia, Chromatiales, Clostridiales, Bacillaceae and Coriobacteriaceae) and controls (Faecalibacterium, Victivallis and Selenomonas) at various taxonomic levels. In addition, through the application of Phylogenetic Investigation of Communities by Reconstruction of Unobserved States 2 (PICRUSt2), the predominance of pathways related to biosynthesis in hypercholesterolemic patients was established, compared to controls in which degradation pathways were predominant. Finally, in the analysis of co-occurrence networks, it was possible to identify associations between the microorganisms present in both studied groups. CONCLUSION: Our results point out to unique microbial signatures, which likely play a role on the cholesterol metabolism in the studied population.
format Online
Article
Text
id pubmed-9745040
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-97450402022-12-14 Characterization of microbial communities from gut microbiota of hypercholesterolemic and control subjects Morales, Cristian Rojas, Gabriel Rebolledo, Camilo Rojas-Herrera, Marcelo Arias-Carrasco, Raúl Cuadros-Orellana, Sara Maracaja-Coutinho, Vinicius Saavedra, Kathleen Leal, Pamela Lanas, Fernando Salazar, Luis A. Saavedra, Nicolás Front Cell Infect Microbiol Cellular and Infection Microbiology INTRODUCTION: In recent years, several studies have evidenced the importance of the microbiome to host physiology as metabolism regulator, along with its potential role in triggering various diseases. In this study, we analyzed the gut microbiota in hypercholesterolemic (cases) and normocholesterolemic (controls) individuals to identify characteristic microbial signature for each condition. METHODS: Stool samples were obtained from 57 adult volunteers (27 hypercholesterolemic and 30 controls). The taxonomic profiling of microbial communities was performed using high-throughput sequencing of 16S rRNA V3-V4 amplicons, followed by data analysis using Quantitative Insights Into Microbial Ecology 2 (QIIME2) and linear discriminant analysis (LDA) effect size (LEfSe). RESULTS: Significant differences were observed in weight, height, body mass index (BMI) and serum levels of triglycerides, total cholesterol and low-density lipoprotein cholesterol (LDL-C) between the groups (p<0.05). LEfSe showed differentially abundant prokaryotic taxa (α=0.05, LDA score > 2.0) in the group of hypercholesterolemic individuals (Methanosphaera, Rothia, Chromatiales, Clostridiales, Bacillaceae and Coriobacteriaceae) and controls (Faecalibacterium, Victivallis and Selenomonas) at various taxonomic levels. In addition, through the application of Phylogenetic Investigation of Communities by Reconstruction of Unobserved States 2 (PICRUSt2), the predominance of pathways related to biosynthesis in hypercholesterolemic patients was established, compared to controls in which degradation pathways were predominant. Finally, in the analysis of co-occurrence networks, it was possible to identify associations between the microorganisms present in both studied groups. CONCLUSION: Our results point out to unique microbial signatures, which likely play a role on the cholesterol metabolism in the studied population. Frontiers Media S.A. 2022-11-29 /pmc/articles/PMC9745040/ /pubmed/36523636 http://dx.doi.org/10.3389/fcimb.2022.943609 Text en Copyright © 2022 Morales, Rojas, Rebolledo, Rojas-Herrera, Arias-Carrasco, Cuadros-Orellana, Maracaja-Coutinho, Saavedra, Leal, Lanas, Salazar and Saavedra 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
Morales, Cristian
Rojas, Gabriel
Rebolledo, Camilo
Rojas-Herrera, Marcelo
Arias-Carrasco, Raúl
Cuadros-Orellana, Sara
Maracaja-Coutinho, Vinicius
Saavedra, Kathleen
Leal, Pamela
Lanas, Fernando
Salazar, Luis A.
Saavedra, Nicolás
Characterization of microbial communities from gut microbiota of hypercholesterolemic and control subjects
title Characterization of microbial communities from gut microbiota of hypercholesterolemic and control subjects
title_full Characterization of microbial communities from gut microbiota of hypercholesterolemic and control subjects
title_fullStr Characterization of microbial communities from gut microbiota of hypercholesterolemic and control subjects
title_full_unstemmed Characterization of microbial communities from gut microbiota of hypercholesterolemic and control subjects
title_short Characterization of microbial communities from gut microbiota of hypercholesterolemic and control subjects
title_sort characterization of microbial communities from gut microbiota of hypercholesterolemic and control subjects
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9745040/
https://www.ncbi.nlm.nih.gov/pubmed/36523636
http://dx.doi.org/10.3389/fcimb.2022.943609
work_keys_str_mv AT moralescristian characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT rojasgabriel characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT rebolledocamilo characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT rojasherreramarcelo characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT ariascarrascoraul characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT cuadrosorellanasara characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT maracajacoutinhovinicius characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT saavedrakathleen characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT lealpamela characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT lanasfernando characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT salazarluisa characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects
AT saavedranicolas characterizationofmicrobialcommunitiesfromgutmicrobiotaofhypercholesterolemicandcontrolsubjects