Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783627122553651200 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7759502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kishikawatoshihiro ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT ogawakotaro ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT motookadaisuke ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT hosokawaakiko ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT kinoshitamakoto ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT suzukiken ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT yamamotokenichi ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT masudatatsuo ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT matsumotoyuki ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT niitakuro ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT maedayuichi ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT nakamurashota ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT inoharahidenori ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT mochizukihideki ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT okunotatsusada ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT okadayukinori ametagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT kishikawatoshihiro metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT ogawakotaro metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT motookadaisuke metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT hosokawaakiko metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT kinoshitamakoto metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT suzukiken metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT yamamotokenichi metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT masudatatsuo metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT matsumotoyuki metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT niitakuro metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT maedayuichi metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT nakamurashota metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT inoharahidenori metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT mochizukihideki metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT okunotatsusada metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology AT okadayukinori metagenomewideassociationstudyofgutmicrobiomeinpatientswithmultiplesclerosisrevealednoveldiseasepathology |