Metabolomic changes in CSF of migraine patients measured with 1H-NMR spectroscopy†

IF 3.743 Q2 Biochemistry, Genetics and Molecular Biology
Ronald Zielman, Rudmer Postma, Aswin Verhoeven, Floor Bakels, Willebrordus P. J. van Oosterhout, Axel Meissner, Arn M. J. M. van den Maagdenberg, Gisela M. Terwindt, Oleg A. Mayboroda and Michel D. Ferrari
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引用次数: 9

Abstract

Background: Migraine is a common episodic brain disorder. Treatment options and diagnosis are hampered by an incomplete understanding of disease pathophysiology and the lack of objective diagnostic markers. The aim of this study was to identify biochemical differences characteristic for different subtypes of migraine in cerebrospinal fluid (CSF) of migraine patients using an exploratory 1H-NMR-based metabolomics approach. Methods: CSF was obtained, in between migraine attacks, via lumbar puncture from patients with hemiplegic migraine, migraine with aura, migraine without aura, and healthy controls. Metabolite concentrations were measured by quantitative 1H-NMR spectroscopy. Multivariate data analysis was used to find the optimal set of predictors, generalized linear models (GLM) were used to ascertain the differential significance of individual metabolites. Results: In CSF samples from 18 patients with hemiplegic migraine, 38 with migraine with aura, 27 migraine without aura, and 43 healthy controls, nineteen metabolites were identified and quantified. Hemiplegic migraine patients could be discriminated from healthy controls using supervised multivariate modelling with 2-hydroxybutyrate and 2-hydroxyisovalerate as the most discriminant metabolites. Univariate GLM analysis showed 2-hydroxybutyrate to be lower in hemiplegic migraine compared with healthy controls; no significant differences were observed for other metabolites. It was not possible to discriminate migraine with and without aura from healthy controls based on their metabolic profile. Conclusions: Using an exploratory 1H-NMR metabolomics analysis we identified metabolites that were able to discriminate hemiplegic migraine patients from healthy controls. The lower levels of 2-hydroxybutyrate found in patients with hemiplegic migraine could indicate a dysregulation of the brain's energy metabolism. An experimental confirmation in vitro or in animal models will be required to confirm or discard this hypothesis. Migraine with and migraine without aura patients did not reveal a metabolic profile different from healthy controls.

Abstract Image

用1H-NMR谱仪测量偏头痛患者脑脊液代谢组学变化
背景:偏头痛是一种常见的发作性脑部疾病。由于对疾病病理生理的不完全了解和缺乏客观的诊断标志,治疗选择和诊断受到阻碍。本研究的目的是利用一种探索性的基于1h - nmr的代谢组学方法,确定偏头痛患者脑脊液中不同亚型偏头痛的生化差异特征。方法:在偏头痛发作之间,通过腰穿刺从偏瘫偏头痛、先兆偏头痛、无先兆偏头痛和健康对照患者中获得脑脊液。用定量1H-NMR测定代谢物浓度。多变量数据分析用于寻找最佳预测因子集,广义线性模型(GLM)用于确定个体代谢物的差异意义。结果:在18例偏瘫偏头痛患者、38例先兆偏头痛患者、27例无先兆偏头痛患者和43例健康对照者的脑脊液样本中,鉴定并量化了19种代谢物。以2-羟基丁酸酯和2-羟基异戊酸酯为最具区别性的代谢物,采用多变量监督模型可以将偏瘫偏头痛患者与健康对照区分开来。单变量GLM分析显示,与健康对照相比,偏瘫偏头痛患者的2-羟基丁酸较低;其他代谢物无显著差异。这是不可能区分偏头痛有或没有先兆与健康对照基于他们的代谢谱。结论:使用探索性的1H-NMR代谢组学分析,我们确定了能够区分偏瘫偏头痛患者和健康对照的代谢物。偏瘫性偏头痛患者体内2-羟基丁酸盐水平较低可能表明大脑能量代谢失调。需要在体外或动物模型中进行实验确认来证实或抛弃这一假设。有先兆偏头痛和无先兆偏头痛患者的代谢特征与健康对照组没有差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular BioSystems
Molecular BioSystems 生物-生化与分子生物学
CiteScore
2.94
自引率
0.00%
发文量
0
审稿时长
2.6 months
期刊介绍: Molecular Omics publishes molecular level experimental and bioinformatics research in the -omics sciences, including genomics, proteomics, transcriptomics and metabolomics. We will also welcome multidisciplinary papers presenting studies combining different types of omics, or the interface of omics and other fields such as systems biology or chemical biology.
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