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Disease Type- and Status-Specific Alteration of CSF Metabolome Coordinated with Clinical Parameters in Inflammatory Demyelinating Diseases of CNS

机译:与中枢神经系统炎性脱髓鞘疾病的临床参数相协调的脑脊液代谢组疾病类型和状态的特定变化

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摘要

Central nervous system (CNS) inflammatory demyelinating diseases (IDDs) are a group of disorders with different aetiologies, characterized by inflammatory lesions. These disorders include multiple sclerosis (MS), neuromyelitis optica spectrum disorder (NMOSD), and idiopathic transverse myelitis (ITM). Differential diagnosis of the CNS IDDs still remains challenging due to frequent overlap of clinical and radiological manifestation, leading to increased demands for new biomarker discovery. Since cerebrospinal fluid (CSF) metabolites may reflect the status of CNS tissues and provide an interfacial linkage between blood and CNS tissues, we explored multi-component biomarker for different IDDs from CSF samples using gas chromatography mass spectrometry-based metabolite profiling coupled to multiplex bioinformatics approach. We successfully constructed the single model with multiple metabolite variables in coordinated regression with clinical characteristics, expanded disability status scale, oligoclonal bands, and protein levels. The multi-composite biomarker simultaneously discriminated four different immune statuses (a total of 145 samples; 54 MS, 49 NMOSD, 30 ITM, and 12 normal controls). Furthermore, systematic characterization of transitional metabolic modulation identified relapse-associated metabolites and proposed insights into the disease network underlying type-specific metabolic dysfunctionality. The comparative analysis revealed the lipids, 1-monopalmitin and 1-monostearin were common indicative for MS, NMOSD, and ITM whereas fatty acids were specific for the relapse identified in all types of IDDs.
机译:中枢神经系统(CNS)炎症性脱髓鞘疾病(IDD)是一组具有不同病因的疾病,其特征在于炎症性病变。这些疾病包括多发性硬化症(MS),视神经脊髓炎频谱疾病(NMOSD)和特发性横纹肌炎(ITM)。由于临床和放射学表现的频繁重叠,CNS IDD的鉴别诊断仍然具有挑战性,导致对新生物标记物发现的需求增加。由于脑脊液(CSF)代谢产物可能反映CNS组织的状态并提供血液与CNS组织之间的界面联系,因此我们使用基于质谱的气相色谱质谱分析和多重生物信息学探索了CSF样品中不同IDD的多组分生物标志物方法。我们成功地构建了具有多个代谢物变量的单一模型,并通过临床特征,扩展的残疾状态量表,寡克隆谱带和蛋白质水平进行了协调回归。多种生物标志物同时区分了四种不同的免疫状态(共145个样品; 54个MS,49个NMOSD,30个ITM和12个正常对照)。此外,过渡代谢调节的系统表征鉴定了与复发相关的代谢物,并提出了对特定类型的代谢功能障碍基础疾病网络的见解。对比分析显示,脂质,1-单棕榈酸酯和1-单硬脂素是MS,NMOSD和ITM的常见指征,而脂肪酸是所有类型IDD中识别出的复发特异性的指标。

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