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

酒精性肝病 转录组 酒精性肝炎 慢性酒精中毒 肝硬化 计算生物学 医学 生物 基因 遗传学 基因表达 内科学
作者
Ki-Hoon Park,Hwa-Jin Lee,Ji Hyun Lee,Dong Keon Yon,Young Il Choi,Hyung-Joo Chung,Junyang Jung,Na Young Jeong
出处
期刊:Omics A Journal of Integrative Biology [Mary Ann Liebert, Inc.]
卷期号:28 (11): 537-547 被引量:1
标识
DOI:10.1089/omi.2024.0168
摘要

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.
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