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The Human Gut Microbiome is Structured to Optimize Molecular Interaction Networks

Microbiome studies estimate the functions of bacterial flora in situ on the basis of species composition and gene function; however, estimation of interspecies interaction networks is challenging. This study aimed to develop a method to predict the interaction networks among bacterial species from h...

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Detalles Bibliográficos
Autores principales: Ling, Yiwei, Watanabe, Yu, Okuda, Shujiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6700418/
https://www.ncbi.nlm.nih.gov/pubmed/31452856
http://dx.doi.org/10.1016/j.csbj.2019.07.011
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author Ling, Yiwei
Watanabe, Yu
Okuda, Shujiro
author_facet Ling, Yiwei
Watanabe, Yu
Okuda, Shujiro
author_sort Ling, Yiwei
collection PubMed
description Microbiome studies estimate the functions of bacterial flora in situ on the basis of species composition and gene function; however, estimation of interspecies interaction networks is challenging. This study aimed to develop a method to predict the interaction networks among bacterial species from human gut metagenome data using bioinformatics methods. Our proposed method revealed that adjacent gene pairs involved in bacterial interspecies interactions are localized at boundary regions and encode membrane proteins mediating interactions between the intracellular and extracellular environments, e.g., transporters and channel proteins, and those mediating interactions between metabolic pathways. Actual human gut metagenome data displayed numerous such highly reliable interspecies interaction gene pairs in comparison with random simulated metagenome data sets, suggesting that the species composition of the actual microbiome facilitated more robust interspecific interactions. The present results indicate that molecular interaction networks in human gut flora are organized by a combination of interaction networks common to all individuals and group-specific interaction networks.
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spelling pubmed-67004182019-08-26 The Human Gut Microbiome is Structured to Optimize Molecular Interaction Networks Ling, Yiwei Watanabe, Yu Okuda, Shujiro Comput Struct Biotechnol J Research Article Microbiome studies estimate the functions of bacterial flora in situ on the basis of species composition and gene function; however, estimation of interspecies interaction networks is challenging. This study aimed to develop a method to predict the interaction networks among bacterial species from human gut metagenome data using bioinformatics methods. Our proposed method revealed that adjacent gene pairs involved in bacterial interspecies interactions are localized at boundary regions and encode membrane proteins mediating interactions between the intracellular and extracellular environments, e.g., transporters and channel proteins, and those mediating interactions between metabolic pathways. Actual human gut metagenome data displayed numerous such highly reliable interspecies interaction gene pairs in comparison with random simulated metagenome data sets, suggesting that the species composition of the actual microbiome facilitated more robust interspecific interactions. The present results indicate that molecular interaction networks in human gut flora are organized by a combination of interaction networks common to all individuals and group-specific interaction networks. Research Network of Computational and Structural Biotechnology 2019-07-29 /pmc/articles/PMC6700418/ /pubmed/31452856 http://dx.doi.org/10.1016/j.csbj.2019.07.011 Text en © 2019 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Ling, Yiwei
Watanabe, Yu
Okuda, Shujiro
The Human Gut Microbiome is Structured to Optimize Molecular Interaction Networks
title The Human Gut Microbiome is Structured to Optimize Molecular Interaction Networks
title_full The Human Gut Microbiome is Structured to Optimize Molecular Interaction Networks
title_fullStr The Human Gut Microbiome is Structured to Optimize Molecular Interaction Networks
title_full_unstemmed The Human Gut Microbiome is Structured to Optimize Molecular Interaction Networks
title_short The Human Gut Microbiome is Structured to Optimize Molecular Interaction Networks
title_sort human gut microbiome is structured to optimize molecular interaction networks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6700418/
https://www.ncbi.nlm.nih.gov/pubmed/31452856
http://dx.doi.org/10.1016/j.csbj.2019.07.011
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