Inserm, Unité 1193, Villejuif, F-94800, France.
Univ Paris-Sud, UMR-S1193, Villejuif, F-94800, France.
Sci Rep. 2017 Apr 24;7:46658. doi: 10.1038/srep46658.
Nonalcoholic steatohepatitis (NASH) is a condition which can progress to cirrhosis and hepatocellular carcinoma. Markers for NASH diagnosis are still lacking. We performed a comprehensive lipidomic analysis on human liver biopsies including normal liver, nonalcoholic fatty liver and NASH. Random forests-based machine learning approach allowed characterizing a signature of 32 lipids discriminating NASH with 100% sensitivity and specificity. Furthermore, we validated this signature in an independent group of NASH patients. Then, metabolism dysregulations were investigated in both patients and murine models. Alterations of elongase and desaturase activities were observed along the fatty acid synthesis pathway. The decreased activity of the desaturase FADS1 appeared as a bottleneck, leading upstream to an accumulation of fatty acids and downstream to a deficiency of long-chain fatty acids resulting to impaired phospholipid synthesis. In NASH, mass spectrometry imaging on tissue section revealed the spreading into the hepatic parenchyma of selectively accumulated fatty acids. Such lipids constituted a highly toxic mixture to human hepatocytes. In conclusion, this study characterized a specific and sensitive lipid signature of NASH and positioned FADS1 as a significant player in accumulating toxic lipids during NASH progression.
非酒精性脂肪性肝炎(NASH)可发展为肝硬化和肝细胞癌。目前仍缺乏 NASH 的诊断标志物。我们对包括正常肝、非酒精性脂肪肝和 NASH 在内的人类肝活检组织进行了全面的脂质组学分析。基于随机森林的机器学习方法可以对 32 种脂质进行特征化,从而以 100%的灵敏度和特异性区分 NASH。此外,我们在另一组 NASH 患者中验证了这一特征。然后,我们在患者和小鼠模型中研究了代谢紊乱。在脂肪酸合成途径中观察到延伸酶和去饱和酶活性的改变。去饱和酶 FADS1 的活性降低似乎是一个瓶颈,导致上游脂肪酸积累,下游长链脂肪酸缺乏,从而导致磷脂合成受损。在 NASH 中,对组织切片的质谱成像揭示了选择性积累的脂肪酸在肝实质中的扩散。这些脂质构成了对人肝细胞高度毒性的混合物。总之,本研究描述了 NASH 的一种特异性和敏感性脂质特征,并将 FADS1 定位为 NASH 进展过程中积累毒性脂质的重要参与者。