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A Metagenome-Wide Association Study of Gut Microbiome in Patients With Multiple Sclerosis Revealed Novel Disease Pathology

While microbiome plays key roles in the etiology of multiple sclerosis (MS), its mechanism remains elusive. Here, we conducted a comprehensive metagenome-wide association study (MWAS) of the relapsing-remitting MS gut microbiome (n(case) = 26, n(control) = 77) in the Japanese population, by using wh...

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Autores principales: Kishikawa, Toshihiro, Ogawa, Kotaro, Motooka, Daisuke, Hosokawa, Akiko, Kinoshita, Makoto, Suzuki, Ken, Yamamoto, Kenichi, Masuda, Tatsuo, Matsumoto, Yuki, Nii, Takuro, Maeda, Yuichi, Nakamura, Shota, Inohara, Hidenori, Mochizuki, Hideki, Okuno, Tatsusada, Okada, Yukinori
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7759502/
https://www.ncbi.nlm.nih.gov/pubmed/33363050
http://dx.doi.org/10.3389/fcimb.2020.585973
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author Kishikawa, Toshihiro
Ogawa, Kotaro
Motooka, Daisuke
Hosokawa, Akiko
Kinoshita, Makoto
Suzuki, Ken
Yamamoto, Kenichi
Masuda, Tatsuo
Matsumoto, Yuki
Nii, Takuro
Maeda, Yuichi
Nakamura, Shota
Inohara, Hidenori
Mochizuki, Hideki
Okuno, Tatsusada
Okada, Yukinori
author_facet Kishikawa, Toshihiro
Ogawa, Kotaro
Motooka, Daisuke
Hosokawa, Akiko
Kinoshita, Makoto
Suzuki, Ken
Yamamoto, Kenichi
Masuda, Tatsuo
Matsumoto, Yuki
Nii, Takuro
Maeda, Yuichi
Nakamura, Shota
Inohara, Hidenori
Mochizuki, Hideki
Okuno, Tatsusada
Okada, Yukinori
author_sort Kishikawa, Toshihiro
collection PubMed
description While microbiome plays key roles in the etiology of multiple sclerosis (MS), its mechanism remains elusive. Here, we conducted a comprehensive metagenome-wide association study (MWAS) of the relapsing-remitting MS gut microbiome (n(case) = 26, n(control) = 77) in the Japanese population, by using whole-genome shotgun sequencing. Our MWAS consisted of three major bioinformatic analytic pipelines (phylogenetic analysis, functional gene analysis, and pathway analysis). Phylogenetic case-control association tests showed discrepancies of eight clades, most of which were related to the immune system (false discovery rate [FDR] < 0.10; e.g., Erysipelatoclostridium_sp. and Gemella morbillorum). Gene association tests found an increased abundance of one putative dehydrogenase gene (Clo1100_2356) and one ABC transporter related gene (Mahau_1952) in the MS metagenome compared with controls (FDR < 0.1). Molecular pathway analysis of the microbiome gene case-control comparisons identified enrichment of multiple Gene Ontology terms, with the most significant enrichment on cell outer membrane (P = 1.5 × 10(−7)). Interaction between the metagenome and host genome was identified by comparing biological pathway enrichment between the MS MWAS and the MS genome-wide association study (GWAS) results (i.e., MWAS-GWAS interaction). No apparent discrepancies in alpha or beta diversities of metagenome were found between MS cases and controls. Our shotgun sequencing-based MWAS highlights novel characteristics of the MS gut microbiome and its interaction with host genome, which contributes to our understanding of the microbiome’s role in MS pathophysiology.
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spelling pubmed-77595022020-12-26 A Metagenome-Wide Association Study of Gut Microbiome in Patients With Multiple Sclerosis Revealed Novel Disease Pathology Kishikawa, Toshihiro Ogawa, Kotaro Motooka, Daisuke Hosokawa, Akiko Kinoshita, Makoto Suzuki, Ken Yamamoto, Kenichi Masuda, Tatsuo Matsumoto, Yuki Nii, Takuro Maeda, Yuichi Nakamura, Shota Inohara, Hidenori Mochizuki, Hideki Okuno, Tatsusada Okada, Yukinori Front Cell Infect Microbiol Cellular and Infection Microbiology While microbiome plays key roles in the etiology of multiple sclerosis (MS), its mechanism remains elusive. Here, we conducted a comprehensive metagenome-wide association study (MWAS) of the relapsing-remitting MS gut microbiome (n(case) = 26, n(control) = 77) in the Japanese population, by using whole-genome shotgun sequencing. Our MWAS consisted of three major bioinformatic analytic pipelines (phylogenetic analysis, functional gene analysis, and pathway analysis). Phylogenetic case-control association tests showed discrepancies of eight clades, most of which were related to the immune system (false discovery rate [FDR] < 0.10; e.g., Erysipelatoclostridium_sp. and Gemella morbillorum). Gene association tests found an increased abundance of one putative dehydrogenase gene (Clo1100_2356) and one ABC transporter related gene (Mahau_1952) in the MS metagenome compared with controls (FDR < 0.1). Molecular pathway analysis of the microbiome gene case-control comparisons identified enrichment of multiple Gene Ontology terms, with the most significant enrichment on cell outer membrane (P = 1.5 × 10(−7)). Interaction between the metagenome and host genome was identified by comparing biological pathway enrichment between the MS MWAS and the MS genome-wide association study (GWAS) results (i.e., MWAS-GWAS interaction). No apparent discrepancies in alpha or beta diversities of metagenome were found between MS cases and controls. Our shotgun sequencing-based MWAS highlights novel characteristics of the MS gut microbiome and its interaction with host genome, which contributes to our understanding of the microbiome’s role in MS pathophysiology. Frontiers Media S.A. 2020-12-11 /pmc/articles/PMC7759502/ /pubmed/33363050 http://dx.doi.org/10.3389/fcimb.2020.585973 Text en Copyright © 2020 Kishikawa, Ogawa, Motooka, Hosokawa, Kinoshita, Suzuki, Yamamoto, Masuda, Matsumoto, Nii, Maeda, Nakamura, Inohara, Mochizuki, Okuno and Okada http://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
Kishikawa, Toshihiro
Ogawa, Kotaro
Motooka, Daisuke
Hosokawa, Akiko
Kinoshita, Makoto
Suzuki, Ken
Yamamoto, Kenichi
Masuda, Tatsuo
Matsumoto, Yuki
Nii, Takuro
Maeda, Yuichi
Nakamura, Shota
Inohara, Hidenori
Mochizuki, Hideki
Okuno, Tatsusada
Okada, Yukinori
A Metagenome-Wide Association Study of Gut Microbiome in Patients With Multiple Sclerosis Revealed Novel Disease Pathology
title A Metagenome-Wide Association Study of Gut Microbiome in Patients With Multiple Sclerosis Revealed Novel Disease Pathology
title_full A Metagenome-Wide Association Study of Gut Microbiome in Patients With Multiple Sclerosis Revealed Novel Disease Pathology
title_fullStr A Metagenome-Wide Association Study of Gut Microbiome in Patients With Multiple Sclerosis Revealed Novel Disease Pathology
title_full_unstemmed A Metagenome-Wide Association Study of Gut Microbiome in Patients With Multiple Sclerosis Revealed Novel Disease Pathology
title_short A Metagenome-Wide Association Study of Gut Microbiome in Patients With Multiple Sclerosis Revealed Novel Disease Pathology
title_sort metagenome-wide association study of gut microbiome in patients with multiple sclerosis revealed novel disease pathology
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7759502/
https://www.ncbi.nlm.nih.gov/pubmed/33363050
http://dx.doi.org/10.3389/fcimb.2020.585973
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