JCI Insight. 2017 Oct 5;2(19):95302. doi: 10.1172/jci.insight.95302.
Our goal was to identify changes in the metabolome in multiple sclerosis (MS) and how vitamin D supplementation alters metabolic profiles in MS patients and healthy controls.
We applied global untargeted metabolomics to plasma from a cross-sectional cohort of age- and sex-matched MS patients and controls and a second longitudinal cohort of MS patients and healthy controls who received 5,000 IU cholecalciferol daily for 90 days. We applied partial least squares discriminant analysis, weighted correlation network analysis (WGCNA), and pathway analysis to the metabolomics data. Generalized estimating equations models were used to assess change in WGCNA-identified module scores or metabolite pathways with vitamin D supplementation.
Utilizing multiple analytical techniques, we identified metabolic alterations in oxidative stress (γ-glutamyl amino acid, glutathione) and xenobiotic metabolism (benzoate, caffeine) in MS patients compared with healthy controls in the first cohort. In the vitamin D supplementation cohort, we identified two sets of metabolites altered differentially between MS patients and healthy controls with vitamin D supplementation. The first included markers of oxidative stress and protein oxidation (P = 0.006), while the second contained lysolipids and fatty acids (P = 0.03).
Using metabolomics, we identified alterations in oxidative stress and xenobiotic metabolism in MS patients and subsequently demonstrated a reduction of oxidative stress markers with vitamin D supplementation in healthy controls but not in MS patients. We demonstrate the utility of metabolomics in identifying aberrant metabolic processes and in monitoring the ability of therapeutic interventions to correct these abnormalities.
ClinicalTrials.gov NCT01667796.
This study was supported by NIH grant K23 NS067055, grants from the Race to Erase MS, the National Multiple Sclerosis Society, the American Academy of Neurology, and North American Research Committee on Multiple Sclerosis.
我们的目标是确定多发性硬化症(MS)患者代谢组学的变化,以及维生素 D 补充如何改变 MS 患者和健康对照者的代谢特征。
我们应用全局非靶向代谢组学方法分析了年龄和性别匹配的 MS 患者和对照组的横断面队列以及接受 5000IU 胆钙化醇每日补充 90 天的 MS 患者和健康对照组的第二个纵向队列的血浆。我们应用偏最小二乘判别分析、加权相关网络分析(WGCNA)和途径分析对代谢组学数据进行分析。广义估计方程模型用于评估维生素 D 补充对 WGCNA 鉴定的模块评分或代谢物途径的变化。
利用多种分析技术,我们在第一组队列中发现 MS 患者的氧化应激(γ-谷氨酰氨基酸、谷胱甘肽)和异生物质代谢(苯甲酸、咖啡因)代谢改变。在维生素 D 补充组中,我们发现维生素 D 补充的 MS 患者和健康对照者之间有两组代谢物存在差异。第一组包括氧化应激和蛋白质氧化标志物(P=0.006),而第二组包含溶血磷脂和脂肪酸(P=0.03)。
通过代谢组学,我们在 MS 患者中发现了氧化应激和异生物质代谢的改变,随后证明了维生素 D 补充可以降低健康对照者的氧化应激标志物,但不能降低 MS 患者的氧化应激标志物。我们证明了代谢组学在识别异常代谢过程和监测治疗干预纠正这些异常的能力。
ClinicalTrials.gov NCT01667796。
本研究由 NIH 授予的 K23 NS067055 资助,以及 Race to Erase MS、国家多发性硬化症协会、美国神经病学学会和北美多发性硬化症研究委员会的资助。