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, Chuanming 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
{"title":"多组学整合分析确定了中国人群非酒精性脂肪肝的不同分子亚型","authors":"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, Chuanming 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","doi":"10.1126/scitranslmed.adh9940","DOIUrl":null,"url":null,"abstract":"<div >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.</div>","PeriodicalId":21580,"journal":{"name":"Science Translational Medicine","volume":"16 772","pages":""},"PeriodicalIF":15.8000,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integrative multiomic analysis identifies distinct molecular subtypes of NAFLD in a Chinese population\",\"authors\":\"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, Chuanming 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\",\"doi\":\"10.1126/scitranslmed.adh9940\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div >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.</div>\",\"PeriodicalId\":21580,\"journal\":{\"name\":\"Science Translational Medicine\",\"volume\":\"16 772\",\"pages\":\"\"},\"PeriodicalIF\":15.8000,\"publicationDate\":\"2024-11-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Science Translational Medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.science.org/doi/10.1126/scitranslmed.adh9940\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Science Translational Medicine","FirstCategoryId":"3","ListUrlMain":"https://www.science.org/doi/10.1126/scitranslmed.adh9940","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
Integrative multiomic analysis identifies distinct molecular subtypes of NAFLD in a Chinese population
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.
期刊介绍:
Science Translational Medicine is an online journal that focuses on publishing research at the intersection of science, engineering, and medicine. The goal of the journal is to promote human health by providing a platform for researchers from various disciplines to communicate their latest advancements in biomedical, translational, and clinical research.
The journal aims to address the slow translation of scientific knowledge into effective treatments and health measures. It publishes articles that fill the knowledge gaps between preclinical research and medical applications, with a focus on accelerating the translation of knowledge into new ways of preventing, diagnosing, and treating human diseases.
The scope of Science Translational Medicine includes various areas such as cardiovascular disease, immunology/vaccines, metabolism/diabetes/obesity, neuroscience/neurology/psychiatry, cancer, infectious diseases, policy, behavior, bioengineering, chemical genomics/drug discovery, imaging, applied physical sciences, medical nanotechnology, drug delivery, biomarkers, gene therapy/regenerative medicine, toxicology and pharmacokinetics, data mining, cell culture, animal and human studies, medical informatics, and other interdisciplinary approaches to medicine.
The target audience of the journal includes researchers and management in academia, government, and the biotechnology and pharmaceutical industries. It is also relevant to physician scientists, regulators, policy makers, investors, business developers, and funding agencies.