Co-existence of Network Architectures Supporting the Human Gut Microbiome

Summary: Microbial organisms of the human gut microbiome do not exist in isolation but form complex and diverse interactions to maintain health and reduce risk of disease development. The organization of the gut microbiome is assumed to be a singular assortative network, where interactions between o...

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Main Authors: Caitlin V. Hall, Anton Lord, Richard Betzel, Martha Zakrzewski, Lisa A. Simms, Andrew Zalesky, Graham Radford-Smith, Luca Cocchi
Format: Article
Language:English
Published: Elsevier 2019-12-01
Series:iScience
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004219304821
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spelling doaj-6642701b28d345beba012a632d6b1c8d2020-11-24T21:39:50ZengElsevieriScience2589-00422019-12-0122380391Co-existence of Network Architectures Supporting the Human Gut MicrobiomeCaitlin V. Hall0Anton Lord1Richard Betzel2Martha Zakrzewski3Lisa A. Simms4Andrew Zalesky5Graham Radford-Smith6Luca Cocchi7Clinical Brain Networks Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; School of Biomedical Sciences, University of Queensland, Brisbane, QLD 4006, Australia; Corresponding authorGut Health Lab, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, AustraliaDepartment of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405, USAMedical Genomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, AustraliaGut Health Lab, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, AustraliaMelbourne Neuropsychiatry Centre and Department of Biomedical Engineering, The University of Melbourne, Melbourne, VIC 3010, AustraliaGut Health Lab, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, AustraliaClinical Brain Networks Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; School of Biomedical Sciences, University of Queensland, Brisbane, QLD 4006, AustraliaSummary: Microbial organisms of the human gut microbiome do not exist in isolation but form complex and diverse interactions to maintain health and reduce risk of disease development. The organization of the gut microbiome is assumed to be a singular assortative network, where interactions between operational taxonomic units (OTUs) can readily be clustered into segregated and distinct communities. Here, we leverage recent methodological advances in network modeling to assess whether communities in the human microbiome exhibit a single network structure or whether co-existing mesoscale network architectures are present. We found evidence for core-periphery structures in the microbiome, supported by strong, assortative community interactions. This complex architecture, coupled with previously reported functional roles of OTUs, provides a nuanced understanding of how the microbiome simultaneously promotes high microbial diversity and maintains functional redundancy. : Microbiology; Microbiome; Bioinformatics; Association Analysis Subject Areas: Microbiology, Microbiome, Bioinformatics, Association Analysishttp://www.sciencedirect.com/science/article/pii/S2589004219304821
collection DOAJ
language English
format Article
sources DOAJ
author Caitlin V. Hall
Anton Lord
Richard Betzel
Martha Zakrzewski
Lisa A. Simms
Andrew Zalesky
Graham Radford-Smith
Luca Cocchi
spellingShingle Caitlin V. Hall
Anton Lord
Richard Betzel
Martha Zakrzewski
Lisa A. Simms
Andrew Zalesky
Graham Radford-Smith
Luca Cocchi
Co-existence of Network Architectures Supporting the Human Gut Microbiome
iScience
author_facet Caitlin V. Hall
Anton Lord
Richard Betzel
Martha Zakrzewski
Lisa A. Simms
Andrew Zalesky
Graham Radford-Smith
Luca Cocchi
author_sort Caitlin V. Hall
title Co-existence of Network Architectures Supporting the Human Gut Microbiome
title_short Co-existence of Network Architectures Supporting the Human Gut Microbiome
title_full Co-existence of Network Architectures Supporting the Human Gut Microbiome
title_fullStr Co-existence of Network Architectures Supporting the Human Gut Microbiome
title_full_unstemmed Co-existence of Network Architectures Supporting the Human Gut Microbiome
title_sort co-existence of network architectures supporting the human gut microbiome
publisher Elsevier
series iScience
issn 2589-0042
publishDate 2019-12-01
description Summary: Microbial organisms of the human gut microbiome do not exist in isolation but form complex and diverse interactions to maintain health and reduce risk of disease development. The organization of the gut microbiome is assumed to be a singular assortative network, where interactions between operational taxonomic units (OTUs) can readily be clustered into segregated and distinct communities. Here, we leverage recent methodological advances in network modeling to assess whether communities in the human microbiome exhibit a single network structure or whether co-existing mesoscale network architectures are present. We found evidence for core-periphery structures in the microbiome, supported by strong, assortative community interactions. This complex architecture, coupled with previously reported functional roles of OTUs, provides a nuanced understanding of how the microbiome simultaneously promotes high microbial diversity and maintains functional redundancy. : Microbiology; Microbiome; Bioinformatics; Association Analysis Subject Areas: Microbiology, Microbiome, Bioinformatics, Association Analysis
url http://www.sciencedirect.com/science/article/pii/S2589004219304821
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