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基于傅里叶变换红外光谱结合多元分析对脑脊液进行的复发性多发性硬化症诊断。

Relapsing-Remitting Multiple Sclerosis diagnosis from cerebrospinal fluids via Fourier transform infrared spectroscopy coupled with multivariate analysis.

机构信息

Department of Biological Sciences, Middle East Technical University, 06800, Ankara, Turkey.

Izmir Tepecik Education and Research Hospital, Neurology Clinic, 35180, Izmir, Turkey.

出版信息

Sci Rep. 2018 Jan 18;8(1):1025. doi: 10.1038/s41598-018-19303-3.

Abstract

Multiple sclerosis (MS) is a chronic, progressive, inflammatory and degenerative disease of central nervous system. Here, we aimed to develop a method for differential diagnosis of Relapsing-Remitting MS (RRMS) and clinically isolated syndrome (CIS) patients, as well as to identify CIS patients who will progress to RRMS, from cerebrospinal fluid (CSF) by infrared (IR) spectroscopy and multivariate analysis. Spectral analyses demonstrated significant differences in the molecular contents, especially in the lipids and Z conformation of DNA of CSF from CIS, CIS to RRMS transformed (TCIS) and RRMS groups. These changes enables the discrimination of diseased groups and controls (individuals with no neurological disease) from each other using hierarchical cluster and principal component analysis. Some CIS samples were consistently clustered in RRMS class, which may indicate that these CIS patients potentially will transform to RRMS over time. Z-DNA band at 795 cm that is existent only in diseased groups and significant increase in carbonyl amount, decrease in amideI/amide II and lipid/protein ratios observed only for RRMS groups can be used as diagnostic biomarkers. The results of the present study shed light on the early diagnosis of RRMS by IR spectroscopy complemented with multivariate analysis tools.

摘要

多发性硬化症(MS)是一种中枢神经系统的慢性、进行性、炎症性和退行性疾病。在这里,我们旨在通过红外(IR)光谱和多元分析,从脑脊液(CSF)中开发一种用于区分缓解-复发型多发性硬化症(RRMS)和临床孤立综合征(CIS)患者的方法,以及确定将进展为 RRMS 的 CIS 患者。光谱分析表明 CSF 中分子含量存在显著差异,尤其是 CIS、CIS 向 RRMS 转化(TCIS)和 RRMS 组中的脂质和 Z 构象 DNA。这些变化使得可以使用层次聚类和主成分分析将患病组和对照组(无神经系统疾病的个体)彼此区分开来。一些 CIS 样本始终聚类在 RRMS 类中,这可能表明这些 CIS 患者随着时间的推移可能会转化为 RRMS。仅存在于患病组中的 795cm 处的 Z-DNA 带以及仅在 RRMS 组中观察到的羰基数量增加、酰胺 I/酰胺 II 和脂质/蛋白质比值降低,可以用作诊断生物标志物。本研究结果表明,通过红外光谱结合多元分析工具可以早期诊断 RRMS。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/107e/5773569/290456719d07/41598_2018_19303_Fig1_HTML.jpg

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