Unique and Shared Molecular Mechanisms of Alcoholic and Non-Alcoholic Liver Cirrhosis Identified Through Transcriptomics Data Integration

OMICS. 2024 Nov;28(11):537-547. doi: 10.1089/omi.2024.0168. Epub 2024 Oct 17.

Abstract

Liver cirrhosis is a severe chronic disease that results from various etiological factors and leads to substantial morbidity and mortality. Alcoholic cirrhosis (AC) and non-AC (NAC) arise from prolonged and excessive consumption of alcohol and metabolic syndromes, respectively. Precise molecular mechanisms of AC and NAC are yet to be comprehensively understood for diagnostics and therapeutic advances to materialize. This study reports novel findings to this end by utilizing high-throughput RNA sequencing and microarray data from the Gene Expression Omnibus (GEO). We performed a meta-analysis of transcriptomics data to identify the differentially expressed genes specific to AC and NAC. Functional enrichment and protein-protein interaction network analyses uncovered novel hub genes and transcription factors (TFs) critical to AC and NAC. We found that AC is primarily driven by metabolic dysregulation and oxidative stress, with key TFs such as RELA, NFKB1, and STAT3. NAC was characterized by fibrosis and tissue remodeling associated with metabolic dysfunction, with TFs including USF1, MYCN, and HIF1A. Key hub genes such as ESR1, JUN, FOS, and PKM in AC, and CD8A, MAPK3, CCND1, and CXCR4 in NAC were identified, along with their associated TFs, pointing to potential therapeutic targets. Our results underscore the unique and shared molecular mechanisms that underlie AC and NAC and inform the efforts toward precision medicine and improved patient outcomes in liver cirrhosis.

Keywords: alcoholic cirrhosis; differentially expressed genes; liver disease; nonalcoholic cirrhosis; protein–protein interaction networks; transcriptomics.

MeSH terms

  • Computational Biology / methods
  • Gene Expression Profiling* / methods
  • Gene Expression Regulation
  • Gene Regulatory Networks
  • Humans
  • Liver Cirrhosis* / genetics
  • Liver Cirrhosis* / metabolism
  • Liver Cirrhosis, Alcoholic / genetics
  • Oxidative Stress / genetics
  • Protein Interaction Maps / genetics
  • Transcription Factors / genetics
  • Transcription Factors / metabolism
  • Transcriptome* / genetics

Substances

  • Transcription Factors