Department of Medical Sciences, Clinical Chemistry, Uppsala University, 751 85 Uppsala, Sweden.
Department of Pharmaceutical Biosciences and Science for Life Laboratory, Uppsala University, 751 24 Uppsala, Sweden.
Cells. 2019 Jan 24;8(2):84. doi: 10.3390/cells8020084.
To better understand the pathophysiological differences between secondary progressive multiple sclerosis (SPMS) and relapsing-remitting multiple sclerosis (RRMS), and to identify potential biomarkers of disease progression, we applied high-resolution mass spectrometry (HRMS) to investigate the metabolome of cerebrospinal fluid (CSF). The biochemical differences were determined using partial least squares discriminant analysis (PLS-DA) and connected to biochemical pathways as well as associated to clinical and radiological measures. Tryptophan metabolism was significantly altered, with perturbed levels of kynurenate, 5-hydroxytryptophan, 5-hydroxyindoleacetate, and -acetylserotonin in SPMS patients compared with RRMS and controls. SPMS patients had altered kynurenine compared with RRMS patients, and altered indole-3-acetate compared with controls. Regarding the pyrimidine metabolism, SPMS patients had altered levels of uridine and deoxyuridine compared with RRMS and controls, and altered thymine and glutamine compared with RRMS patients. Metabolites from the pyrimidine metabolism were significantly associated with disability, disease activity and brain atrophy, making them of particular interest for understanding the disease mechanisms and as markers of disease progression. Overall, these findings are of importance for the characterization of the molecular pathogenesis of SPMS and support the hypothesis that the CSF metabolome may be used to explore changes that occur in the transition between the RRMS and SPMS pathologies.
为了更好地理解继发进展型多发性硬化症 (SPMS) 和复发缓解型多发性硬化症 (RRMS) 之间的病理生理学差异,并确定疾病进展的潜在生物标志物,我们应用高分辨率质谱 (HRMS) 分析了脑脊液 (CSF) 的代谢组学。采用偏最小二乘判别分析 (PLS-DA) 确定生化差异,并与生化途径相关联,以及与临床和放射学测量相关联。色氨酸代谢明显改变,与 RRMS 和对照组相比,SPMS 患者的犬尿酸、5-羟色氨酸、5-羟吲哚乙酸和 -乙酰色胺水平失调。与 RRMS 患者相比,SPMS 患者的犬尿氨酸水平改变,与对照组相比,吲哚-3-乙酸水平改变。关于嘧啶代谢,与 RRMS 和对照组相比,SPMS 患者的尿嘧啶和脱氧尿嘧啶水平改变,与 RRMS 患者相比,胸腺嘧啶和谷氨酰胺水平改变。嘧啶代谢物与残疾、疾病活动度和脑萎缩显著相关,这使它们成为理解疾病机制和作为疾病进展标志物的特别关注对象。总的来说,这些发现对于 SPMS 的分子发病机制的特征具有重要意义,并支持 CSF 代谢组学可用于探索 RRMS 和 SPMS 病理之间转变过程中发生的变化的假设。