Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, 05401, USA.
Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
Sci Rep. 2024 Jul 3;14(1):15292. doi: 10.1038/s41598-024-64369-x.
Multiple sclerosis (MS) is a chronic autoimmune disease of the central nervous system and a leading cause of neurological disability in young adults. Clinical presentation and disease course are highly heterogeneous. Typically, disease progression occurs over time and is characterized by the gradual accumulation of disability. The risk of developing MS is driven by complex interactions between genetic and environmental factors, including the gut microbiome. How the commensal gut microbiota impacts disease severity and progression over time remains unknown. In a longitudinal study, disability status and associated clinical features in 58 MS patients were tracked over 4.2 ± 0.98 years, and the baseline fecal gut microbiome was characterized via 16S amplicon sequencing. Progressor status, defined as patients with an increase in Expanded Disability Status Scale (EDSS), were correlated with features of the gut microbiome to determine candidate microbiota associated with risk of MS disease progression. We found no overt differences in microbial community diversity and overall structure between MS patients exhibiting disease progression and non-progressors. However, a total of 41 bacterial species were associated with worsening disease, including a marked depletion in Akkermansia, Lachnospiraceae, and Oscillospiraceae, with an expansion of Alloprevotella, Prevotella-9, and Rhodospirillales. Analysis of the metabolic potential of the inferred metagenome from taxa associated with progression revealed enrichment in oxidative stress-inducing aerobic respiration at the expense of microbial vitamin K production (linked to Akkermansia), and a depletion in SCFA metabolism (linked to Oscillospiraceae). Further, as a proof of principle, statistical modeling demonstrated that microbiota composition and clinical features were sufficient to predict disease progression. Additionally, we found that constipation, a frequent gastrointestinal comorbidity among MS patients, exhibited a divergent microbial signature compared with progressor status. These results demonstrate a proof of principle for the utility of the gut microbiome for predicting disease progression in MS in a small well-defined cohort. Further, analysis of the inferred metagenome suggested that oxidative stress, vitamin K, and SCFAs are associated with progression, warranting future functional validation and mechanistic study.
多发性硬化症 (MS) 是一种中枢神经系统的慢性自身免疫性疾病,也是导致年轻人神经功能障碍的主要原因。其临床表现和疾病过程高度异质。通常,疾病随时间进展,其特征是残疾逐渐累积。MS 的发病风险是由遗传和环境因素(包括肠道微生物组)的复杂相互作用驱动的。共生肠道微生物组如何随时间影响疾病的严重程度和进展尚不清楚。在一项纵向研究中,58 名 MS 患者的残疾状况和相关临床特征在 4.2±0.98 年内进行了跟踪,并通过 16S 扩增子测序对基线粪便肠道微生物组进行了特征描述。进展者状态定义为扩展残疾状况量表 (EDSS) 增加的患者,他们的状态与肠道微生物组的特征相关联,以确定与 MS 疾病进展风险相关的候选微生物组。我们发现,在表现出疾病进展和非进展的 MS 患者之间,微生物群落多样性和整体结构没有明显差异。然而,共有 41 种细菌与疾病恶化相关,包括阿克曼氏菌、lachnospiraceae 和 Oscillospiraceae 的明显减少,以及 Alloprevotella、Prevotella-9 和 Rhodospirillales 的扩张。对与进展相关的分类群推断的宏基因组的代谢潜力分析表明,氧化应激诱导的需氧呼吸增加,而微生物维生素 K 产生减少(与阿克曼氏菌相关),短链脂肪酸代谢减少(与 Oscillospiraceae 相关)。此外,作为一个原理证明,统计模型表明微生物群组成和临床特征足以预测疾病进展。此外,我们发现,便秘是 MS 患者常见的胃肠道合并症,其微生物特征与进展者状态不同。这些结果证明了肠道微生物组在一个小型明确队列中预测 MS 疾病进展的实用性。此外,推断的宏基因组分析表明,氧化应激、维生素 K 和 SCFAs 与进展相关,值得进一步进行功能验证和机制研究。