Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Japan.
Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Suita, Japan.
Front Cell Infect Microbiol. 2020 Dec 11;10:585973. doi: 10.3389/fcimb.2020.585973. eCollection 2020.
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 ( = 26, = 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., . and ). 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 ( = 1.5 × 10). 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.
虽然微生物组在多发性硬化症 (MS) 的病因中起着关键作用,但它的机制仍不清楚。在这里,我们通过全基因组鸟枪法测序对日本人群的复发性缓解型 MS 肠道微生物组(= 26,= 77)进行了全面的宏基因组关联研究(MWAS)。我们的 MWAS 由三个主要的生物信息学分析管道(系统发育分析、功能基因分析和途径分析)组成。系统发育病例对照关联测试显示了 8 个进化枝的差异,其中大多数与免疫系统有关(错误发现率 [FDR] < 0.10;例如,和)。基因关联测试发现,与对照组相比,MS 宏基因组中一种假定的脱氢酶基因(Clo1100_2356)和一种 ABC 转运体相关基因(Mahau_1952)的丰度增加(FDR < 0.1)。对微生物组基因病例对照比较的分子途径分析确定了多个基因本体论术语的富集,其中最显著的富集是在外膜上(= 1.5×10)。通过比较 MS 宏基因组关联研究(MWAS)和 MS 全基因组关联研究(GWAS)结果之间的生物途径富集,确定了微生物组与宿主基因组之间的相互作用(即 MWAS-GWAS 相互作用)。MS 病例和对照组之间的宏基因组 alpha 或 beta 多样性没有明显差异。我们基于鸟枪法测序的 MWAS 突出了 MS 肠道微生物组的新特征及其与宿主基因组的相互作用,这有助于我们理解微生物组在 MS 病理生理学中的作用。