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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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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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 |
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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 |
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