Liu Xiaoyan, Zhang Mingxin, Liu Xiang, Sun Haidan, Guo Zhengguang, Tang Xiaoyue, Wang Zhan, Li Jing, He Lu, Zhang Wenli, Wang Yajie, Li Hanzhong, Fan Lihua, Tsang Shirley X, Zhang Yushi, Sun Wei
Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China.
Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Beijing, China.
Front Oncol. 2020 Aug 18;10:1507. doi: 10.3389/fonc.2020.01507. eCollection 2020.
Plasma metabolomics and lipidomics have been commonly used for biomarker discovery. Studies in white and Japanese populations suggested that gender and age can affect circulating plasma metabolite profiles; however, the metabolomics characteristics in Chinese population has not been surveyed. In our study, we applied liquid chromatography-mass spectrometry-based approach to analyze Chinese plasma metabolome and lipidome in a cohort of 534 healthy adults (aging from 15 to 79). Fatty-acid metabolism was found to be gender- and age-dependent in Chinese, similar with metabolomics characteristics in Japanese and white populations. Differently, lipids, such as TGs and DGs, were found to be gender-independent in Chinese population. Moreover, nicotinate and nicotinamide metabolism was found to be specifically age-related in Chinese. The application of plasma metabolome and lipidome for renal cell carcinoma diagnosis (143 RCC patients and 34 benign kidney tumor patients) showed good accuracy, with an area under the curve (AUC) of 0.971 for distinction from healthy control, and 0.839 for distinction from the benign. Bile acid metabolism was found to be related to RCC probably combination with intestinal microflora. Definition of the variation and characteristics of Chinese normal plasma metabolome and lipidome might provide a basis for disease biomarker analysis.
血浆代谢组学和脂质组学已被广泛用于生物标志物的发现。针对白种人和日本人群的研究表明,性别和年龄会影响循环血浆代谢物谱;然而,中国人群的代谢组学特征尚未得到研究。在我们的研究中,我们应用基于液相色谱-质谱联用的方法,对534名年龄在15至79岁之间的健康成年人的血浆代谢组和脂质组进行了分析。在中国人群中,脂肪酸代谢呈现出性别和年龄依赖性,这与日本和白种人群的代谢组学特征相似。不同的是,在中国人群中,甘油三酯(TGs)和甘油二酯(DGs)等脂质与性别无关。此外,在中国人群中,烟酸和烟酰胺代谢与年龄具有特异性相关。血浆代谢组和脂质组在肾细胞癌诊断中的应用(143例肾细胞癌患者和34例肾良性肿瘤患者)显示出良好的准确性,区分健康对照的曲线下面积(AUC)为0.971,区分良性肿瘤的AUC为0.839。胆汁酸代谢可能与肾细胞癌有关,可能是与肠道微生物群共同作用的结果。明确中国正常人群血浆代谢组和脂质组的变异及特征,可能为疾病生物标志物分析提供依据。