Xu Xue-Jiao, Zheng Peng, Ren Gao-Ping, Liu Mei-Ling, Mu Jun, Guo Jing, Cao Du, Liu Zhao, Meng Hua-Qing, Xie Peng
Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Youyi Road, Yuzhong District, Chongqing, P.R.C. 400016, China.
Mol Biosyst. 2014 Apr;10(4):813-9. doi: 10.1039/c3mb70614a. Epub 2014 Jan 24.
Bipolar disorder (BD) is a common and debilitating mental disorder. However, there are no biomarkers available to aid in the diagnosis of this disorder. Here, we used a gas chromatography-mass spectrometry (GC-MS) based metabonomic method to characterize the urinary metabolic profiling of BD subjects and healthy controls to identify and validate urinary metabolite biomarkers for BD. Multivariate statistical analysis was used to visualize group discrimination and identify differentially expressed urinary metabolites in BD subjects relative to the healthy controls. Multivariate statistical analysis showed that the BD group was significantly distinguishable from the healthy control. Totally, 37 urinary metabolites responsible for discriminating BD subjects from healthy controls were identified. Interestingly, of 37 differential metabolites, 2,4-dihydroxypyrimidine was identified as an effective diagnostic biomarker for BD, yielding an area under the receiver operating characteristic curve (AUC) of 0.889 in the training samples (45 BD subjects and 61 healthy controls) and 0.805 in the test samples (26 BD subjects and 33 healthy controls). Our findings suggest that 2,4-dihydroxypyrimidine is a promising candidate urinary biomarker for BD, which may facilitate development of a urine-based diagnostic test for BD.
双相情感障碍(BD)是一种常见且使人衰弱的精神障碍。然而,目前尚无生物标志物可辅助该疾病的诊断。在此,我们采用基于气相色谱 - 质谱联用(GC - MS)的代谢组学方法,对双相情感障碍患者和健康对照者的尿液代谢谱进行表征,以识别和验证双相情感障碍的尿液代谢物生物标志物。多元统计分析用于直观展示组间差异,并识别双相情感障碍患者相对于健康对照者尿液中差异表达的代谢物。多元统计分析表明,双相情感障碍组与健康对照组有显著差异。总共鉴定出37种负责区分双相情感障碍患者与健康对照者的尿液代谢物。有趣的是,在这37种差异代谢物中,2,4 - 二羟基嘧啶被鉴定为双相情感障碍的有效诊断生物标志物,在训练样本(45名双相情感障碍患者和61名健康对照者)中的受试者工作特征曲线下面积(AUC)为0.889,在测试样本(26名双相情感障碍患者和3名健康对照者)中的AUC为0.805。我们的研究结果表明,2,4 - 二羟基嘧啶是双相情感障碍一种有前景的候选尿液生物标志物,这可能有助于开发基于尿液的双相情感障碍诊断测试。