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一种用于研究多发性硬化症新脑脊液生物标志物的综合代谢组学方法。

An integrated metabolomics approach for the research of new cerebrospinal fluid biomarkers of multiple sclerosis.

作者信息

Pieragostino Damiana, D'Alessandro Michele, di Ioia Maria, Rossi Claudia, Zucchelli Mirco, Urbani Andrea, Di Ilio Carmine, Lugaresi Alessandra, Sacchetta Paolo, Del Boccio Piero

机构信息

Department of Medical, Oral and Biotechnological Sciences, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy.

出版信息

Mol Biosyst. 2015 Jun;11(6):1563-72. doi: 10.1039/c4mb00700j.

DOI:10.1039/c4mb00700j
PMID:25690641
Abstract

Multiple Sclerosis (MuS) is a disease caused due to an autoimmune attack against myelin components in which non proteic mediators may play a role. Recent research in metabolomics and lipidomics has been driven by rapid advances in technologies such as mass spectrometry and computational methods. They can be used to study multifactorial disorders like MuS, highlighting the effects of disease on metabolic profiling, regardless of the multiple trigger factors. We coupled MALDI-TOF-MS untargeted lipidomics and targeted LC-MS/MS analysis of acylcarnitines and aminoacids to compare cerebrospinal fluid metabolites in 13 MuS subjects and in 12 patients with Other Neurological Diseases (OND). After data processing and statistical evaluation, we found 10 metabolites that significantly (p < 0.05) segregate the two clinical groups. The most relevant result was the alteration of phospholipids levels in MuS and the correlation between some of them with clinical data. In particular lysophosphatidylcholines (m/z = 522.3 Da, 524.3 Da) and an unidentified peak at m/z = 523.0 Da correlated to the Link index, lysophosphatidylinositol (m/z = 573.3 Da) correlated to EDSS and phosphatidylinositol (m/z = 969.6 Da) correlated to disease duration. We also found high levels of glutamate in MuS. In conclusion, our integrated mass spectrometry approach showed high potentiality to find metabolic alteration in cerebrospinal fluid. These data, if confirmed in a wider clinical study, could open the door for the discovery of novel candidate biomarkers of MuS.

摘要

多发性硬化症(MuS)是一种由于自身免疫攻击髓磷脂成分而引起的疾病,其中非蛋白质介质可能起作用。代谢组学和脂质组学的最新研究受到质谱和计算方法等技术快速发展的推动。它们可用于研究像MuS这样的多因素疾病,突出疾病对代谢谱的影响,而不考虑多种触发因素。我们将基质辅助激光解吸电离飞行时间质谱(MALDI-TOF-MS)非靶向脂质组学与酰基肉碱和氨基酸的靶向液相色谱-串联质谱(LC-MS/MS)分析相结合,以比较13例MuS患者和12例其他神经系统疾病(OND)患者的脑脊液代谢物。经过数据处理和统计评估,我们发现有10种代谢物能显著(p < 0.05)区分这两个临床组。最相关的结果是MuS中磷脂水平的改变以及其中一些与临床数据的相关性。特别是溶血磷脂酰胆碱(m/z = 522.3 Da,524.3 Da)和m/z = 523.0 Da处的一个未鉴定峰与林克指数相关,溶血磷脂酰肌醇(m/z = 573.3 Da)与扩展残疾状态量表(EDSS)相关,磷脂酰肌醇(m/z = 969.6 Da)与疾病持续时间相关。我们还发现MuS患者脑脊液中谷氨酸水平较高。总之,我们的综合质谱方法在发现脑脊液代谢改变方面显示出很高的潜力。这些数据如果在更广泛的临床研究中得到证实,可能会为发现MuS的新型候选生物标志物打开大门。

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