Jeon Jin Pyeong, Yun Taeho, Jin Xing, Cho Won-Sang, Son Young-Je, Bang Jae Seung, Kang Hyun-Seung, Oh Chang Wan, Kim Jeong Eun, Park Sunghyouk
From the Department of Neurosurgery (JPJ), Hallym University College of Medicine, Chuncheon; College of Pharmacy (TY, XJ, SP), Seoul National University; and Department of Neurosurgery (JEK, W-SC, Y-JS, JSB, H-SK, CWO), Seoul National University College of Medicine, Seoul, Korea.
Medicine (Baltimore). 2015 May;94(17):e629. doi: 10.1097/MD.0000000000000629.
Although metabolomics has been increasingly used to observe metabolic pattern and disease-specific metabolic markers, metabolite profiling for moyamoya disease (MMD) has not yet been done in adults. This study investigated cerebrospinal fluid (CSF) metabolites specific to bilateral MMD (B-MMD) and compared them to those of unilateral MMD (U-MMD) or atherosclerotic stenosis with hydrogen-1 nuclear magnetic resonance spectroscopy to identify metabolic biomarkers associated with MMD in adults.CSF samples of B-MMD (n = 29), U-MMD (n = 11), and atherosclerotic cerebrovascular disease (ACVD) (n = 8) were recruited. Principal component analysis, partial least square discriminant analysis, and orthogonal projections to latent structure discriminant analysis (OPLS-DA) were done for the comparisons. Diagnostic performance was acquired by prediction of 1 left-out sample from the distinction model constructed with the rest of the samples.B-MMD showed an increase in glutamine (P < 0.001) and taurine (P = 0.004), and a decrease in glucose (P < 0.001), citrate (P = 0.002), and myo-inositol (P = 0.006) than those in ACVD. U-MMD showed a higher level of glutamine (P = 0.005) and taurine (P = 0.034), and a lower level of glutamate (P < 0.004) than those in ACVD. No difference at the metabolite level was observed between B-MMD and U-MMD. Cross-validation with the OPLS-DA model showed a high accuracy for the prediction of MMD.The results of the study suggest that a metabolomics approach may be helpful in confirming MMD and providing a better understanding of MMD pathogenesis. Elevated glutamine in the CSF may be associated with MMD pathogenesis, which was different from ACVD.
尽管代谢组学已越来越多地用于观察代谢模式和疾病特异性代谢标志物,但尚未对成人烟雾病(MMD)进行代谢物谱分析。本研究采用氢-1核磁共振波谱法研究双侧MMD(B-MMD)特有的脑脊液(CSF)代谢物,并将其与单侧MMD(U-MMD)或动脉粥样硬化狭窄患者的代谢物进行比较,以确定与成人MMD相关的代谢生物标志物。招募了B-MMD(n = 29)、U-MMD(n = 11)和动脉粥样硬化性脑血管病(ACVD)(n = 8)的CSF样本。进行主成分分析、偏最小二乘判别分析和正交投影到潜在结构判别分析(OPLS-DA)以进行比较。通过从其余样本构建的区分模型预测1个留一法样本获得诊断性能。与ACVD相比,B-MMD的谷氨酰胺(P < 0.001)和牛磺酸(P = 0.004)增加,葡萄糖(P < 0.001)、柠檬酸盐(P = 0.002)和肌醇(P = 0.006)减少。与ACVD相比,U-MMD的谷氨酰胺(P = 0.005)和牛磺酸(P = 0.034)水平较高,谷氨酸(P < 0.004)水平较低。在B-MMD和U-MMD之间未观察到代谢物水平的差异。OPLS-DA模型的交叉验证显示对MMD的预测具有较高的准确性。该研究结果表明,代谢组学方法可能有助于确诊MMD并更好地理解MMD的发病机制。CSF中谷氨酰胺升高可能与MMD发病机制有关,这与ACVD不同。