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Characterization of Microbiota in Children with Chronic Functional Constipation
OBJECTIVES: Disruption of the intestinal microbiota is considered an etiological factor in pediatric functional constipation. Scientifically based selection of potential beneficial probiotic strains in functional constipation therapy is not feasible due to insufficient knowledge of microbiota compos...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5070844/ https://www.ncbi.nlm.nih.gov/pubmed/27760208 http://dx.doi.org/10.1371/journal.pone.0164731 |
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author | de Meij, Tim G. J. de Groot, Evelien F. J. Eck, Anat Budding, Andries E. Kneepkens, C. M. Frank Benninga, Marc A. van Bodegraven, Adriaan A. Savelkoul, Paul H. M. |
author_facet | de Meij, Tim G. J. de Groot, Evelien F. J. Eck, Anat Budding, Andries E. Kneepkens, C. M. Frank Benninga, Marc A. van Bodegraven, Adriaan A. Savelkoul, Paul H. M. |
author_sort | de Meij, Tim G. J. |
collection | PubMed |
description | OBJECTIVES: Disruption of the intestinal microbiota is considered an etiological factor in pediatric functional constipation. Scientifically based selection of potential beneficial probiotic strains in functional constipation therapy is not feasible due to insufficient knowledge of microbiota composition in affected subjects. The aim of this study was to describe microbial composition and diversity in children with functional constipation, compared to healthy controls. STUDY DESIGN: Fecal samples from 76 children diagnosed with functional constipation according to the Rome III criteria (median age 8.0 years; range 4.2–17.8) were analyzed by IS-pro, a PCR-based microbiota profiling method. Outcome was compared with intestinal microbiota profiles of 61 healthy children (median 8.6 years; range 4.1–17.9). Microbiota dissimilarity was depicted by principal coordinate analysis (PCoA), diversity was calculated by Shannon diversity index. To determine the most discriminative species, cross validated logistic ridge regression was performed. RESULTS: Applying total microbiota profiles (all phyla together) or per phylum analysis, no disease-specific separation was observed by PCoA and by calculation of diversity indices. By ridge regression, however, functional constipation and controls could be discriminated with 82% accuracy. Most discriminative species were Bacteroides fragilis, Bacteroides ovatus, Bifidobacterium longum, Parabacteroides species (increased in functional constipation) and Alistipes finegoldii (decreased in functional constipation). CONCLUSIONS: None of the commonly used unsupervised statistical methods allowed for microbiota-based discrimination of children with functional constipation and controls. By ridge regression, however, both groups could be discriminated with 82% accuracy. Optimization of microbiota-based interventions in constipated children warrants further characterization of microbial signatures linked to clinical subgroups of functional constipation. |
format | Online Article Text |
id | pubmed-5070844 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-50708442016-10-27 Characterization of Microbiota in Children with Chronic Functional Constipation de Meij, Tim G. J. de Groot, Evelien F. J. Eck, Anat Budding, Andries E. Kneepkens, C. M. Frank Benninga, Marc A. van Bodegraven, Adriaan A. Savelkoul, Paul H. M. PLoS One Research Article OBJECTIVES: Disruption of the intestinal microbiota is considered an etiological factor in pediatric functional constipation. Scientifically based selection of potential beneficial probiotic strains in functional constipation therapy is not feasible due to insufficient knowledge of microbiota composition in affected subjects. The aim of this study was to describe microbial composition and diversity in children with functional constipation, compared to healthy controls. STUDY DESIGN: Fecal samples from 76 children diagnosed with functional constipation according to the Rome III criteria (median age 8.0 years; range 4.2–17.8) were analyzed by IS-pro, a PCR-based microbiota profiling method. Outcome was compared with intestinal microbiota profiles of 61 healthy children (median 8.6 years; range 4.1–17.9). Microbiota dissimilarity was depicted by principal coordinate analysis (PCoA), diversity was calculated by Shannon diversity index. To determine the most discriminative species, cross validated logistic ridge regression was performed. RESULTS: Applying total microbiota profiles (all phyla together) or per phylum analysis, no disease-specific separation was observed by PCoA and by calculation of diversity indices. By ridge regression, however, functional constipation and controls could be discriminated with 82% accuracy. Most discriminative species were Bacteroides fragilis, Bacteroides ovatus, Bifidobacterium longum, Parabacteroides species (increased in functional constipation) and Alistipes finegoldii (decreased in functional constipation). CONCLUSIONS: None of the commonly used unsupervised statistical methods allowed for microbiota-based discrimination of children with functional constipation and controls. By ridge regression, however, both groups could be discriminated with 82% accuracy. Optimization of microbiota-based interventions in constipated children warrants further characterization of microbial signatures linked to clinical subgroups of functional constipation. Public Library of Science 2016-10-19 /pmc/articles/PMC5070844/ /pubmed/27760208 http://dx.doi.org/10.1371/journal.pone.0164731 Text en © 2016 de Meij et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article de Meij, Tim G. J. de Groot, Evelien F. J. Eck, Anat Budding, Andries E. Kneepkens, C. M. Frank Benninga, Marc A. van Bodegraven, Adriaan A. Savelkoul, Paul H. M. Characterization of Microbiota in Children with Chronic Functional Constipation |
title | Characterization of Microbiota in Children with Chronic Functional Constipation |
title_full | Characterization of Microbiota in Children with Chronic Functional Constipation |
title_fullStr | Characterization of Microbiota in Children with Chronic Functional Constipation |
title_full_unstemmed | Characterization of Microbiota in Children with Chronic Functional Constipation |
title_short | Characterization of Microbiota in Children with Chronic Functional Constipation |
title_sort | characterization of microbiota in children with chronic functional constipation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5070844/ https://www.ncbi.nlm.nih.gov/pubmed/27760208 http://dx.doi.org/10.1371/journal.pone.0164731 |
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