4.7 Article

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

Journal

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fcimb.2020.585973

Keywords

metagenome shotgun sequencing; genome-wide association study; dysbiosis; gut microbiome; multiple sclerosis

Funding

  1. Japan Society for the Promotion of Science (JSPS) KAKENHI [19H01021, 20K21834]
  2. Japan Agency for Medical Research and Development (AMED) [JP20ek0109413, JP20km0405211, JP20ek0410075, JP20gm4010006, JP20km0405217]
  3. Takeda Science Foundation
  4. Bioinformatics Initiative of Osaka University Graduate School of Medicine
  5. Grant Program for Next Generation Principal Investigators at Immunology Frontier Research Center (WPI-IFReC)
  6. Osaka University
  7. Grants-in-Aid for Scientific Research [20K21834] Funding Source: KAKEN

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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 x 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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