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非酒精性脂肪性肝病的转录组学特征及关键分子解析

Translated title of the contribution: Bioinformatics analysis of transcriptomic signatures and key molecules in non-alcoholic fatty liver disease
  • 高姝雅
  • , 姚雨璐
  • , 田垚
  • , 管培中
  • , 申佳琦
  • , 李生斌
  • , 成诚*
  • *Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

Objective  Non-alcoholic fatty liver disease (NAFLD) is a common chronic liver disorder worldwide, with non-alcoholic steatohepatitis (NASH) carrying a high risk of progression to fibrosis, cirrhosis, and hepatocellular carcinoma. This study aimed to identify key molecular events underlying the transition from non-alcoholic fatty liver(NAFL) to NASH by integrating multi-cohort transcriptomic data, thereby providing potential early biomarkers and therapeutic targets. Methods  Four liver tissue RNA-seq datasets from the GEO database (total n=293) were collected and integratd. After quality control and batch correction, 286 high-quality samples were retained (HC=46, NAFL=70, NASH=170). Differentially expressed genes(DEGs) were identified using three analytical pipelines (edgeR, limma-voom, and DESeq2). Functional enrichment was performed through GSEA, GO, and KEGG analyses, followed by consensus pathway screening and validation of pathway activity using single-sample GSEA (ssGSEA). Results  NAFL showed mild disturbances in metabolic homeostasis and low-grade inflammation. In contrast, NASH displayed pronounced activation of pathways related to inflammation, immune response, cell cycle regulation, and extracellular matrix (ECM) remodeling. Comparison of NASH and NAFL highlighted pronounced cell cycle dysregulation, enhanced inflammation, and ECM-related changes. ssGSEA verified progressive activation of E2F targets, G2/M checkpoint, and TNF-α/NF-κB signaling along the disease spectrum. Conclusion   The progression from NAFL to NASH involves a gradual shift from metabolic imbalance to inflammation, cell cycle dysregulation, and ECM remodeling. This study delineates the transcriptomic landscape of NAFLD progression and provides a valuable resource for mechanistic insights and identification of potential therapeutic targets.
Translated title of the contributionBioinformatics analysis of transcriptomic signatures and key molecules in non-alcoholic fatty liver disease
Original languageChinese (Simplified)
Pages (from-to)257-268
Number of pages12
Journal西安交通大学学报 (医学版)
Volume47
Issue number2
DOIs
Publication statusPublished - Mar 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Research Keywords

  • 非酒精性脂肪性肝病 (NAFLD)
  • 非酒精性脂肪性肝炎 (NASH)
  • 转录组学
  • 差异表达基因 (DEGs)
  • non-alcoholic fatty liver disease (NAFLD)
  • non-alcoholic steatohepatitis (NASH)
  • transcriptomics
  • differentially expressed gene (DEGs)

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