NAFLD Research Center, Department of Medicine, La Jolla, California.
Université Lyon 1, Hospices Civils de Lyon, Lyon, France.
Hepatology. 2018 Sep;68(3):918-932. doi: 10.1002/hep.29892. Epub 2018 May 20.
Previous studies have shown that gut-microbiome is associated with nonalcoholic fatty liver disease (NAFLD). We aimed to examine if serum metabolites, especially those derived from the gut-microbiome, have a shared gene-effect with hepatic steatosis and fibrosis. This is a cross-sectional analysis of a prospective discovery cohort including 156 well-characterized twins and families with untargeted metabolome profiling assessment. Hepatic steatosis was assessed using magnetic-resonance-imaging proton-density-fat-fraction (MRI-PDFF) and fibrosis using MR-elastography (MRE). A twin additive genetics and unique environment effects (AE) model was used to estimate the shared gene-effect between metabolites and hepatic steatosis and fibrosis. The findings were validated in an independent prospective validation cohort of 156 participants with biopsy-proven NAFLD including shotgun metagenomics sequencing assessment in a subgroup of the cohort. In the discovery cohort, 56 metabolites including 6 microbial metabolites had a significant shared gene-effect with both hepatic steatosis and fibrosis after adjustment for age, sex and ethnicity. In the validation cohort, 6 metabolites were associated with advanced fibrosis. Among them, only one microbial metabolite, 3-(4-hydroxyphenyl)lactate, remained consistent and statistically significantly associated with liver fibrosis in the discovery and validation cohort (fold-change of higher-MRE versus lower-MRE: 1.78, P < 0.001 and of advanced versus no advanced fibrosis: 1.26, P = 0.037, respectively). The share genetic determination of 3-(4-hydroxyphenyl)lactate with hepatic steatosis was R :0.57,95%CI:0.27-0.80, P < 0.001 and with fibrosis was R :0.54,95%CI:0.036-1, P = 0.036. Pathway reconstruction linked 3-(4-hydroxyphenyl)lactate to several human gut-microbiome species. In the validation cohort, 3-(4-hydroxyphenyl)lactate was significantly correlated with the abundance of several gut-microbiome species, belonging only to Firmicutes, Bacteroidetes and Proteobacteria phyla, previously reported as associated with advanced fibrosis. Conclusion: This proof of concept study provides evidence of a link between the gut-microbiome and 3-(4-hydroxyphenyl)lactate that shares gene-effect with hepatic steatosis and fibrosis. (Hepatology 2018).
先前的研究表明,肠道微生物群与非酒精性脂肪性肝病(NAFLD)有关。我们旨在研究血清代谢产物,尤其是来自肠道微生物群的代谢产物,是否与肝脂肪变性和纤维化具有共同的基因效应。这是一项对包括 156 例特征明确的双胞胎和家族的前瞻性发现队列进行的横断面分析,对其进行了非靶向代谢组学分析。使用磁共振成像质子密度脂肪分数(MRI-PDFF)评估肝脂肪变性,使用磁共振弹性成像(MRE)评估纤维化。采用双加性遗传和独特环境效应(AE)模型来估计代谢产物与肝脂肪变性和纤维化之间的共同基因效应。在包括活检证实的 NAFLD 在内的 156 例参与者的独立前瞻性验证队列中,使用 shotgun 宏基因组测序评估了队列中的亚组,对这些发现进行了验证。在发现队列中,在调整年龄、性别和种族后,56 种代谢产物,包括 6 种微生物代谢产物,与肝脂肪变性和纤维化均具有显著的共同基因效应。在验证队列中,有 6 种代谢产物与晚期纤维化有关。其中,只有一种微生物代谢产物 3-(4-羟苯基)乳酸,在发现和验证队列中与肝纤维化均具有一致性和统计学意义的关联(较高 MRE 与较低 MRE 的折叠变化:1.78,P<0.001;进展性与非进展性纤维化的折叠变化:1.26,P=0.037)。3-(4-羟苯基)乳酸与肝脂肪变性的遗传决定率为 R:0.57,95%CI:0.27-0.80,P<0.001,与纤维化的遗传决定率为 R:0.54,95%CI:0.036-1,P=0.036。途径重建将 3-(4-羟苯基)乳酸与几种人类肠道微生物群物种联系起来。在验证队列中,3-(4-羟苯基)乳酸与几种仅属于厚壁菌门、拟杆菌门和变形菌门的肠道微生物群物种的丰度显著相关,这些物种先前被报道与晚期纤维化有关。结论:本概念验证研究提供了肠道微生物群与 3-(4-羟苯基)乳酸之间存在关联的证据,该关联与肝脂肪变性和纤维化具有共同的基因效应。(《肝脏病学》2018 年)。