Chan Robin B, Perotte Adler J, Zhou Bowen, Liong Christopher, Shorr Evan J, Marder Karen S, Kang Un J, Waters Cheryl H, Levy Oren A, Xu Yimeng, Shim Hong Bin, Pe'er Itsik, Di Paolo Gilbert, Alcalay Roy N
Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York, United States of America.
Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Medical Center, New York, New York, United States of America.
PLoS One. 2017 Feb 17;12(2):e0172348. doi: 10.1371/journal.pone.0172348. eCollection 2017.
Parkinson's disease (PD) is a common neurodegenerative disease whose pathological hallmark is the accumulation of intracellular α-synuclein aggregates in Lewy bodies. Lipid metabolism dysregulation may play a significant role in PD pathogenesis; however, large plasma lipidomic studies in PD are lacking. In the current study, we analyzed the lipidomic profile of plasma obtained from 150 idiopathic PD patients and 100 controls, taken from the 'Spot' study at Columbia University Medical Center in New York. Our mass spectrometry based analytical panel consisted of 520 lipid species from 39 lipid subclasses including all major classes of glycerophospholipids, sphingolipids, glycerolipids and sterols. Each lipid species was analyzed using a logistic regression model. The plasma concentrations of two lipid subclasses, triglycerides and monosialodihexosylganglioside (GM3), were different between PD and control participants. GM3 ganglioside concentration had the most significant difference between PD and controls (1.531±0.037 pmol/μl versus 1.337±0.040 pmol/μl respectively; p-value = 5.96E-04; q-value = 0.048; when normalized to total lipid: p-value = 2.890E-05; q-value = 2.933E-03). Next, we used a collection of 20 GM3 and glucosylceramide (GlcCer) species concentrations normalized to total lipid to perform a ROC curve analysis, and found that these lipids compare favorably with biomarkers reported in previous studies (AUC = 0.742 for males, AUC = 0.644 for females). Our results suggest that higher plasma GM3 levels are associated with PD. GM3 lies in the same glycosphingolipid metabolic pathway as GlcCer, a substrate of the enzyme glucocerebrosidase, which has been associated with PD. These findings are consistent with previous reports implicating lower glucocerebrosidase activity with PD risk.
帕金森病(PD)是一种常见的神经退行性疾病,其病理标志是路易小体中细胞内α-突触核蛋白聚集体的积累。脂质代谢失调可能在PD发病机制中起重要作用;然而,缺乏针对PD的大规模血浆脂质组学研究。在本研究中,我们分析了从纽约哥伦比亚大学医学中心的“Spot”研究中获取的150例特发性PD患者和100例对照者的血浆脂质组图谱。我们基于质谱的分析面板包括来自39个脂质亚类的520种脂质,包括所有主要类别的甘油磷脂、鞘脂、甘油脂和固醇。使用逻辑回归模型分析每种脂质。PD患者和对照者之间的两种脂质亚类——甘油三酯和单唾液酸二己糖神经节苷脂(GM3)的血浆浓度存在差异。GM3神经节苷脂浓度在PD患者和对照者之间差异最为显著(分别为1.531±0.037 pmol/μl和1.337±0.040 pmol/μl;p值 = 5.96E-04;q值 = 0.048;归一化至总脂质时:p值 = 2.890E-05;q值 = 2.933E-03)。接下来,我们使用一组归一化至总脂质的20种GM3和葡萄糖神经酰胺(GlcCer)物种浓度进行ROC曲线分析,发现这些脂质与先前研究中报道的生物标志物相比具有优势(男性的AUC = 0.742,女性的AUC = 0.644)。我们的结果表明,较高的血浆GM3水平与PD相关。GM3与GlcCer位于相同的糖鞘脂代谢途径中,GlcCer是葡糖脑苷脂酶的底物,而葡糖脑苷脂酶已与PD相关。这些发现与先前关于较低的葡糖脑苷脂酶活性与PD风险相关的报道一致。