Integrative multiomic analysis identifies distinct molecular subtypes of NAFLD in a Chinese population

生物 人口 计算生物学 遗传学 中国人口 医学 基因 进化生物学 基因型 环境卫生
作者
Jingjing Ding,Huaizheng Liu,Xiaoxun Zhang,Nan Zhao,Ying Peng,Junping Shi,Jinjun Chen,Xiaoling Chi,Ling Li,Mengni Zhang,Wen‐Yue Liu,Liangjun Zhang,Jiafeng Ouyang,Qian Yuan,Min Liao,Ya Tan,Mingqiao Li,Ziqian Xu,Wan Tang,Chuan‐Ming Xie,Yi Li,Qiong Pan,Ying Xu,Shi‐Ying Cai,Christopher D. Byrne,Giovanni Targher,Xinshou Ouyang,Liqun Zhang,Zhongyong Jiang,Ming‐Hua Zheng,Fengjun Sun,Jin Chai
出处
期刊:Science Translational Medicine [American Association for the Advancement of Science (AAAS)]
卷期号:16 (772)
标识
DOI:10.1126/scitranslmed.adh9940
摘要

Nonalcoholic fatty liver disease (NAFLD) has become a common health care burden worldwide. The high heterogeneity of NAFLD remains elusive and impairs outcomes of clinical diagnosis and pharmacotherapy. Several NAFLD classifications have been proposed on the basis of clinical, genetic, alcoholic, or serum metabolic analyses. Yet, accurately predicting the progression of NAFLD to cirrhosis or hepatocellular carcinoma (HCC) in patients remains a challenge. Here, on the basis of a Chinese cohort of patients, we classified NAFLD into three distinct molecular subtypes (NAFLD-mSI, NAFLD-mSII, and NAFLD-mSIII) using integrative multiomics including whole-genome sequencing (WGS), proteomics, phosphoproteomics, lipidomics, and metabolomics across a broad range of liver, blood, and urine specimens. We found that NAFLD-mSI had higher expression of CYP1A2 and CYP3A4, which alleviate hepatic steatosis through mediating free fatty acid/bile acid–mTOR–FXR/PPARα signaling. NAFLD-mSII displayed an elevated risk of liver cirrhosis along with increased hepatic infiltration of M1 and M2 macrophages because of lipid-triggered hepatic CCL2 and CRP production. NAFLD-mSIII exhibited a potential risk for HCC development by increased transcription of CEBPB- and ERCC3-regulated oncogenes because of activation of the EGF-EGFR/CHKA/PI3K-PDK1-AKT cascade. Next, we validated the existence of these three NAFLD molecular subtypes in an external cohort comprising 92 patients with NAFLD across three different Chinese hospitals. These findings may aid in understanding the molecular features underlying NAFLD heterogeneity, thereby facilitating clinical diagnosis and treatment strategies with the aim of preventing the development of liver cirrhosis and HCC.
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