Department of Environmental Health Sciences, Graduate School of Public Health, Seoul National University, Republic of Korea.
Center for Human and Environmental Microbiome, Institute of Health and Environment, Seoul National University, Republic of Korea.
Gut Microbes. 2022 Jan-Dec;14(1):2078612. doi: 10.1080/19490976.2022.2078612.
Nonalcoholic fatty liver disease (NAFLD) is associated with high carbohydrate (HC) intake. We investigated whether the relationship between carbohydrate intake and NAFLD is mediated by interactions between gut microbial modulation, impaired insulin response, and hepatic lipogenesis (DNL). Stool samples were collected from 204 Korean subjects with biopsy-proven NAFLD (n = 129) and without NAFLD (n = 75). The gut microbiome profiles were analyzed using 16S rRNA amplicon sequencing. Study subjects were grouped by the NAFLD activity score (NAS) and percentage energy intake from dietary carbohydrate. Hepatic DNL-related transcripts were also analyzed (n = 90). Data from the Korean healthy twin cohort (n = 682), a large sample of individuals without NAFLD, were used for comparison and validation. A HC diet rather than a low carbohydrate diet was associated with the altered gut microbiome diversity according to the NAS. Unlike individuals from the twin cohort without NAFLD, the abundances of and were significantly different among the NAS subgroups in NAFLD subjects who consumed an HC diet. The addition of these two microbial families, along with , significantly improved the diagnostic performance of the predictive model, which was based on the body mass index, age, and sex to predict nonalcoholic steatohepatitis in the HC group. In the HC group, two crucial regulators of DNL ( and ) were differentially expressed among the NAS subgroups. In particular, kernel causality analysis revealed a causal effect of the abundance of on upregulation and of the surrogate markers of insulin resistance on NAFLD activity in the HC group. Consuming an HC diet is associated with alteration in the gut microbiome, impaired glucose homeostasis, and upregulation of hepatic DNL genes, altogether contributing to NAFLD pathogenesis.
非酒精性脂肪性肝病 (NAFLD) 与高碳水化合物 (HC) 摄入有关。我们研究了碳水化合物摄入与 NAFLD 之间的关系是否受肠道微生物调节、胰岛素反应受损和肝内脂肪生成 (DNL) 之间相互作用的影响。从 204 名经肝活检证实患有 NAFLD(n=129)和无 NAFLD(n=75)的韩国受试者中收集粪便样本。使用 16S rRNA 扩增子测序分析肠道微生物组谱。根据 NAFLD 活动评分 (NAS) 和饮食中碳水化合物的能量百分比摄入,将研究对象分为两组。还分析了与肝内 DNL 相关的转录本(n=90)。使用来自韩国健康双胞胎队列的数据(n=682),这是一个没有 NAFLD 的大量个体样本,用于比较和验证。根据 NAS,HC 饮食而不是低碳水化合物饮食与肠道微生物多样性的改变有关。与来自无 NAFLD 的双胞胎队列的个体不同,在摄入 HC 饮食的 NAFLD 受试者中,和 的丰度在 NAS 亚组之间存在显著差异。这两个微生物家族的添加,以及 ,显著改善了预测模型的诊断性能,该模型基于体重指数、年龄和性别,以预测 HC 组中的非酒精性脂肪性肝炎。在 HC 组中,DNL 的两个关键调节因子(和)在 NAS 亚组之间表达不同。特别是,核心因果分析显示,在 HC 组中, abundance of 的丰度对 的上调以及胰岛素抵抗的替代标志物对 NAFLD 活性具有因果关系。摄入 HC 饮食与肠道微生物群的改变、葡萄糖稳态受损和肝内 DNL 基因的上调有关,这些共同导致 NAFLD 的发病机制。