Ji Caili, Ding Li, Jia Fumin, Zhang Zhiyong, Long Cong
Department of Clinical Laboratory, Jingjiang People's Hospital Affiliated to Yangzhou University, Taizhou, Jiangsu, 214504, People's Republic of China.
College of Animal Science and Technology, Anhui Agricultural University, Hefei, 230036, People's Republic of China.
Degener Neurol Neuromuscul Dis. 2024 Dec 21;14:115-130. doi: 10.2147/DNND.S491211. eCollection 2024.
Multiple sclerosis (MS) is a chronic autoimmune disease affecting the central nervous system (CNS). While extensively studied, its molecular subtypes and mechanisms remain poorly understood, hindering the identification of effective therapeutic targets.
We used ConsensusClusterPlus to analyze transcriptome data from 215 MS patient samples, identifying distinct molecular subtypes. Differential expression analysis and variability assessments were conducted to further characterize these subtypes. Additionally, circular RNAs (circRNAs) and microRNAs (miRNAs) were screened for potential ceRNA interactions.
Three molecular subtypes were identified: MS- (C1), MS- (C2), and MS- (C3). Each subtype was involved in key MS-related pathways (as annotated by KEGG), but the core genes regulating these pathways differed significantly among the subtypes. Subtype C3 exhibited neurodegenerative pathway enrichment, increased immune activity, and immune cell infiltration, suggesting a more severe disease course. Further analysis revealed 18 differentially expressed circRNAs and 22 miRNAs, with and as hub targets in C3.
Differential activation of immune pathways across MS subtypes suggests specific gene expression drives disease heterogeneity. We propose a circ_0045537/miR-196a-5p/ axis in subtype C3, modulating microtubule dynamics and worsening MS severity.
多发性硬化症(MS)是一种影响中枢神经系统(CNS)的慢性自身免疫性疾病。尽管已进行了广泛研究,但其分子亚型和机制仍知之甚少,这阻碍了有效治疗靶点的识别。
我们使用ConsensusClusterPlus分析了215例MS患者样本的转录组数据,确定了不同的分子亚型。进行差异表达分析和变异性评估以进一步表征这些亚型。此外,筛选环状RNA(circRNA)和微小RNA(miRNA)以寻找潜在的ceRNA相互作用。
确定了三种分子亚型:MS-(C1)、MS-(C2)和MS-(C3)。每个亚型都参与了关键的MS相关途径(由KEGG注释),但调节这些途径的核心基因在各亚型之间存在显著差异。C3亚型表现出神经退行性途径富集、免疫活性增加和免疫细胞浸润,提示疾病进程更严重。进一步分析发现18种差异表达的circRNA和22种miRNA,其中 和 是C3中的枢纽靶点。
MS各亚型免疫途径的差异激活表明特定的基因表达驱动疾病异质性。我们提出在C3亚型中存在circ_0045537/miR-196a-5p/ 轴,调节微管动力学并加重MS严重程度。