Jin Li, Xiaoqin Liu, Tran T. Tran, Miryoung Lee, Robert Y. L. Tsai
{"title":"从单纯脂肪变性到晚期纤维化的脂肪肝进展过程中的 DNA 甲基化和靶基因表达","authors":"Jin Li, Xiaoqin Liu, Tran T. Tran, Miryoung Lee, Robert Y. L. Tsai","doi":"10.1111/liv.70040","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Background and Aim</h3>\n \n <p>Metabolic dysfunction-associated steatotic liver diseases (MASLD), also known as non-alcoholic fatty liver diseases (NAFLD), have become a leading risk factor for hepatocellular carcinoma (HCC) in Western countries. NAFLD progresses from simple steatosis to HCC, with advanced liver fibrosis (ALF) and metabolic dysfunction-associated steatohepatitis (MASH) or non-alcoholic steatohepatitis (NASH) representing the two preceding high-risk stages.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>We analysed changes in the DNA methylation landscape from simple steatosis to ALF or NASH and determined their relevance in gene regulation and HCC survival. Methylomic datasets generated from applying the Illumina 450K BeadChip on human MASLD/NAFLD liver samples were analysed using integrative data analyses to identify differentially methylated regions (DMRs) associated with ALF (F3/4 vs. F0/1) or non-fibrotic NASH (NASH-F0/1 vs. NAFLD-F0/1).</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>Gene Set Enrichment Analysis (GSEA) of genes associated with fibrosis-DMRs showed enrichment in xenobiotic metabolism, UV response and hypoxia pathways. Expression of 25 DMR-associated genes showed significant associations with HCC survival outcomes, including 16 genes with fibrosis-DMRs and 2 with NASH-DMRs mapped to their promoter regions. Binding motifs of seven transcription factors (TFs) were enriched in fibrosis-DMRs. Four DMR-associated genes (ESR1, TYW3, CLGN and TUBB) displayed an inverse relationship between promoter methylation and gene expression during human MASLD progression, which was further validated in a mouse MASLD model.</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>We propose a model in which changes in promoter DNA methylation during NAFLD progression regulate gene expression, impacting HCC survival outcomes.</p>\n </section>\n </div>","PeriodicalId":18101,"journal":{"name":"Liver International","volume":"45 3","pages":""},"PeriodicalIF":6.0000,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"DNA Methylation and Target Gene Expression in Fatty Liver Progression From Simple Steatosis to Advanced Fibrosis\",\"authors\":\"Jin Li, Xiaoqin Liu, Tran T. Tran, Miryoung Lee, Robert Y. L. Tsai\",\"doi\":\"10.1111/liv.70040\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <h3> Background and Aim</h3>\\n \\n <p>Metabolic dysfunction-associated steatotic liver diseases (MASLD), also known as non-alcoholic fatty liver diseases (NAFLD), have become a leading risk factor for hepatocellular carcinoma (HCC) in Western countries. NAFLD progresses from simple steatosis to HCC, with advanced liver fibrosis (ALF) and metabolic dysfunction-associated steatohepatitis (MASH) or non-alcoholic steatohepatitis (NASH) representing the two preceding high-risk stages.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Methods</h3>\\n \\n <p>We analysed changes in the DNA methylation landscape from simple steatosis to ALF or NASH and determined their relevance in gene regulation and HCC survival. Methylomic datasets generated from applying the Illumina 450K BeadChip on human MASLD/NAFLD liver samples were analysed using integrative data analyses to identify differentially methylated regions (DMRs) associated with ALF (F3/4 vs. F0/1) or non-fibrotic NASH (NASH-F0/1 vs. NAFLD-F0/1).</p>\\n </section>\\n \\n <section>\\n \\n <h3> Results</h3>\\n \\n <p>Gene Set Enrichment Analysis (GSEA) of genes associated with fibrosis-DMRs showed enrichment in xenobiotic metabolism, UV response and hypoxia pathways. Expression of 25 DMR-associated genes showed significant associations with HCC survival outcomes, including 16 genes with fibrosis-DMRs and 2 with NASH-DMRs mapped to their promoter regions. Binding motifs of seven transcription factors (TFs) were enriched in fibrosis-DMRs. Four DMR-associated genes (ESR1, TYW3, CLGN and TUBB) displayed an inverse relationship between promoter methylation and gene expression during human MASLD progression, which was further validated in a mouse MASLD model.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Conclusions</h3>\\n \\n <p>We propose a model in which changes in promoter DNA methylation during NAFLD progression regulate gene expression, impacting HCC survival outcomes.</p>\\n </section>\\n </div>\",\"PeriodicalId\":18101,\"journal\":{\"name\":\"Liver International\",\"volume\":\"45 3\",\"pages\":\"\"},\"PeriodicalIF\":6.0000,\"publicationDate\":\"2025-02-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Liver International\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/liv.70040\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GASTROENTEROLOGY & HEPATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Liver International","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/liv.70040","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
DNA Methylation and Target Gene Expression in Fatty Liver Progression From Simple Steatosis to Advanced Fibrosis
Background and Aim
Metabolic dysfunction-associated steatotic liver diseases (MASLD), also known as non-alcoholic fatty liver diseases (NAFLD), have become a leading risk factor for hepatocellular carcinoma (HCC) in Western countries. NAFLD progresses from simple steatosis to HCC, with advanced liver fibrosis (ALF) and metabolic dysfunction-associated steatohepatitis (MASH) or non-alcoholic steatohepatitis (NASH) representing the two preceding high-risk stages.
Methods
We analysed changes in the DNA methylation landscape from simple steatosis to ALF or NASH and determined their relevance in gene regulation and HCC survival. Methylomic datasets generated from applying the Illumina 450K BeadChip on human MASLD/NAFLD liver samples were analysed using integrative data analyses to identify differentially methylated regions (DMRs) associated with ALF (F3/4 vs. F0/1) or non-fibrotic NASH (NASH-F0/1 vs. NAFLD-F0/1).
Results
Gene Set Enrichment Analysis (GSEA) of genes associated with fibrosis-DMRs showed enrichment in xenobiotic metabolism, UV response and hypoxia pathways. Expression of 25 DMR-associated genes showed significant associations with HCC survival outcomes, including 16 genes with fibrosis-DMRs and 2 with NASH-DMRs mapped to their promoter regions. Binding motifs of seven transcription factors (TFs) were enriched in fibrosis-DMRs. Four DMR-associated genes (ESR1, TYW3, CLGN and TUBB) displayed an inverse relationship between promoter methylation and gene expression during human MASLD progression, which was further validated in a mouse MASLD model.
Conclusions
We propose a model in which changes in promoter DNA methylation during NAFLD progression regulate gene expression, impacting HCC survival outcomes.
期刊介绍:
Liver International promotes all aspects of the science of hepatology from basic research to applied clinical studies. Providing an international forum for the publication of high-quality original research in hepatology, it is an essential resource for everyone working on normal and abnormal structure and function in the liver and its constituent cells, including clinicians and basic scientists involved in the multi-disciplinary field of hepatology. The journal welcomes articles from all fields of hepatology, which may be published as original articles, brief definitive reports, reviews, mini-reviews, images in hepatology and letters to the Editor.