Geng Chunmei, Cui Changmeng, Guo Yujin, Wang Changshui, Zhang Jun, Han Wenxiu, Jin Feng, Chen Dan, Jiang Pei
Jining First People's Hospital, Jining Medical University, Jining, China.
Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, China.
Front Neurosci. 2020 Apr 21;14:308. doi: 10.3389/fnins.2020.00308. eCollection 2020.
Metabolomics is increasingly used to observe metabolic patterns and disease-specific metabolic biomarkers. However, serum metabolite analysis of moyamoya disease (MMD) is rarely reported. We investigated serum metabolites in MMD and compared them with those of healthy controls (HCs) using a non-targeted gas chromatography-mass spectrometry (GC-MS) approach to identify metabolic biomarkers associated with MMD. Forty-one patients with MMD diagnosed by cerebral angiography and 58 HCs were recruited for our study. Comparative analyses (univariate, multivariate, correlation, heatmaps, receiver operating characteristi curves) were performed between MMD patients and HCs. Twenty-five discriminating serum metabolic biomarkers between MMD patients and HCs were identified. Compared with HCs, MMD patients had higher levels of phenol, 2-hydroxybutyric acid, L-isoleucine, L-serine, glycerol, pelargonic acid, L-methionine, myristic acid, pyroglutamic acid, palmitic acid, palmitoleic acid, stearic acid, octadecanamide, monoglyceride (MG) (16:0/0:0/0:0), and MG (0:0/18:0/0:0), and lower levels of L-alanine, L-valine, urea, succinic acid, L-phenylalanine, L-threonine, L-tyrosine, edetic acid, and oleamide. These metabolic biomarkers are involved in several pathways and are closely associated with the metabolism of amino acids, lipids, carbohydrates, and carbohydrate translation. A GC-MS-based metabolomics approach could be useful in the clinical diagnosis of MMD. The identified biomarkers may be helpful to develop an objective diagnostic method for MMD and improve our understanding of MMD pathogenesis.
代谢组学越来越多地用于观察代谢模式和疾病特异性代谢生物标志物。然而,烟雾病(MMD)的血清代谢物分析鲜有报道。我们采用非靶向气相色谱 - 质谱联用(GC-MS)方法研究了MMD患者的血清代谢物,并将其与健康对照(HCs)的血清代谢物进行比较,以鉴定与MMD相关的代谢生物标志物。本研究招募了41例经脑血管造影诊断为MMD的患者和58例HCs。对MMD患者和HCs进行了比较分析(单变量、多变量、相关性、热图、受试者工作特征曲线)。确定了MMD患者和HCs之间25种有鉴别意义的血清代谢生物标志物。与HCs相比,MMD患者的苯酚、2-羟基丁酸、L-异亮氨酸、L-丝氨酸、甘油、壬酸、L-甲硫氨酸、肉豆蔻酸、焦谷氨酸、棕榈酸、棕榈油酸、硬脂酸、十八烷酰胺、甘油单酯(MG)(16:0/0:0/0:0)和MG(0:0/18:0/0:0)水平较高,而L-丙氨酸、L-缬氨酸、尿素、琥珀酸、L-苯丙氨酸、L-苏氨酸、L-酪氨酸、依地酸和油酰胺水平较低。这些代谢生物标志物涉及多个途径,与氨基酸、脂质、碳水化合物和碳水化合物翻译的代谢密切相关。基于GC-MS的代谢组学方法可能有助于MMD的临床诊断。所鉴定的生物标志物可能有助于开发MMD的客观诊断方法,并增进我们对MMD发病机制的理解。