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Updated: May 22, 2025

Optimized Analysis of In Vivo and In Vitro Hepatic Steatosis
Published on: March 11, 2017
Bulk transcriptome and single-nucleus RNA sequencing analyses highlight the role of recombination activating 1 in
Xiaohua Luo1, Hongbo Deng1, Qiang Li1
1Department of Liver Transplant, The Second Xiangya Hospital of Central South University, 410011 Changsha, China.
Abstract:
Non-alcoholic fatty liver disease (NAFLD) is a prevalent chronic condition with an incompletely understood pathogenesis. In this study, five candidate genes-RAG1, CKAP2, CENPK, TYMS, and BUB1-were identified as being associated with NAFLD progression through integrative bioinformatics analyses. A predictive model incorporating these genes demonstrated strong robustness and diagnostic accuracy. Single-nucleus RNA sequencing analysis further revealed that RAG1 plays a potential role in hepatocytes of NAFLD patients. Functional experiments using RNA interference to suppress RAG1 expression in HepG2 cells treated with oleic and palmitic acids showed reduced total glyceride and cholesterol levels, mitigated lipid accumulation, and alterations in pathways related to lipid metabolism, inflammation, and fibrosis. Furthermore, adeno-associated virus-specific knockdown of RAG1 in hepatocytes attenuated hepatic steatosis in high-fat diet-fed mice. These findings suggest that investigating the molecular mechanisms of hub genes like RAG1 may advance our understanding of NAFLD pathogenesis and inform therapeutic development.
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