Lei Chuanyi, Chen Jun, Li Huiling, Fan Tingting, Zheng Xu, Wang Hong, Zhang Nan, Liu Yang, Luo Xiaoqin, Wang Jingyu, Wang Aiguo
Department of Comparative Medicine, Laboratory Animal Center, Dalian Medical University, Dalian 116044, Liaoning, China.
Metabolites. 2020 May 13;10(5):193. doi: 10.3390/metabo10050193.
The activation of the Ras signaling pathway is a crucial process in hepatocarcinogenesis. Till now, no reports have scrutinized the role of dynamic metabolic changes in Ras oncogene-induced transition of the normal and precancerous liver cells to hepatocellular carcinoma in vivo. In the current study, we attempted a comprehensive investigation of Hras12V transgenic mice (Ras-Tg) by concatenating nontargeted metabolomics, transcriptomics analysis, and targeted-metabolomics incorporating [U-C] glucose. A total of 631 peaks were detected, out of which 555 metabolites were screened. Besides, a total of 122 differently expressed metabolites (DEMs) were identified, and they were categorized and subtyped with the help of variation tendency analysis of the normal (W), precancerous (P), and hepatocellular carcinoma (T) liver tissues. Thus, the positive or negative association between metabolites and the hepatocellular carcinoma and Ras oncogene were identified. The bioinformatics analysis elucidated the hepatocarcinogenesis-associated significant metabolic pathways: glycolysis, mitochondrial citrate-malate shuttle, lipid biosynthesis, pentose phosphate pathway (PPP), cholesterol and bile acid biosynthesis, and glutathione metabolism. The key metabolites and enzymes identified in this analysis were further validated. Moreover, we confirmed the PPP, glycolysis, and conversion of pyruvate to cytosol acetyl-CoA by mitochondrial citrate-malate shuttle, in vivo, by incorporating [U-C] glucose. In summary, the current study presented the comprehensive bioinformatics analysis, depicting the Ras oncogene-induced dynamic metabolite variations in hepatocarcinogenesis. A significant finding of our study was that the mitochondrial citrate-malate shuttle plays a crucial role in detoxification of lactic acid, maintenance of mitochondrial integrity, and enhancement of lipid biosynthesis, which, in turn, promotes hepatocarcinogenesis.
Ras信号通路的激活是肝癌发生过程中的一个关键过程。到目前为止,尚无报告详细研究动态代谢变化在Ras癌基因诱导的正常和癌前肝细胞在体内向肝细胞癌转变中的作用。在本研究中,我们通过结合非靶向代谢组学、转录组学分析以及纳入[U-C]葡萄糖的靶向代谢组学,对Hras12V转基因小鼠(Ras-Tg)进行了全面研究。共检测到631个峰,从中筛选出555种代谢物。此外,共鉴定出122种差异表达代谢物(DEM),并借助正常(W)、癌前(P)和肝细胞癌(T)肝组织的变化趋势分析对其进行了分类和亚型划分。由此确定了代谢物与肝细胞癌和Ras癌基因之间的正相关或负相关。生物信息学分析阐明了与肝癌发生相关的重要代谢途径:糖酵解、线粒体柠檬酸-苹果酸穿梭、脂质生物合成、磷酸戊糖途径(PPP)、胆固醇和胆汁酸生物合成以及谷胱甘肽代谢。对该分析中鉴定出的关键代谢物和酶进行了进一步验证。此外,我们通过纳入[U-C]葡萄糖在体内证实了PPP、糖酵解以及线粒体柠檬酸-苹果酸穿梭将丙酮酸转化为胞质乙酰辅酶A的过程。总之,本研究进行了全面的生物信息学分析,描绘了Ras癌基因诱导的肝癌发生过程中的动态代谢物变化。我们研究的一个重要发现是,线粒体柠檬酸-苹果酸穿梭在乳酸解毒、线粒体完整性维持以及脂质生物合成增强中起关键作用,进而促进肝癌发生。