Unveiling the Therapeutic Potential of Targeting RRM2 in Hepatocellular Carcinoma: An Integrated In Silico and In Vitro Study

Ibrahim, Lobna; Mohamed, Rania Hassan; Tolba, Mahmoud M; Prof. Hamdy, Nadia M.; Elhefnawi, Mahmoud; Radwan, Sara;

Abstract


Hepatocellular carcinoma (HCC) has attracted global and local interest, with alarming current and forecasted statistics. This is mainly due to its late-stage diagnosis, high recurrence rate and potential resistance to conventional therapies. Thus, there is an emerging need to explore new molecular targets and novel treatment strategies to effectively combat HCC. In this study, we analyzed four GEO datasets (GSE112790, GSE62232, GSE60502 and GSE84402) to identify upregulated differentially expressed genes (DEGs) associated with HCC. Enrichment analysis and protein‒protein interaction (PPI) network construction were performed on the overlapping upregulated DEGs to predict and prioritize potential therapeutic targets. Six hub genes (RRM2, TOP2A, CCNB1, CDK1, BIRC5 and PBK) were identified, with RRM2 emerging as the top candidate. The role of RRM2 in HCC was then validated through a literature review, in silico analysis and CRISPR/Cas9-mediated gene disruption, followed by in vitro functional assays in HepG2 cells. RRM2 knockdown resulted in significant reductions in cell viability, proliferation inhibition, migration impairment, G2/M phase cell cycle arrest and apoptosis. Our findings emphasize RRM2 as a critical player in HCC progression. Targeting RRM2 with CRISPR/Cas9 effectively reversed several hallmarks of HCC, offering new opportunities for the development of precise HCC therapeutic options.


Other data

Title Unveiling the Therapeutic Potential of Targeting RRM2 in Hepatocellular Carcinoma: An Integrated In Silico and In Vitro Study
Authors Ibrahim, Lobna; Mohamed, Rania Hassan; Tolba, Mahmoud M; Prof. Hamdy, Nadia M. ; Elhefnawi, Mahmoud; Radwan, Sara 
Keywords Bioinformatic analysis; CRISPR/Cas9; Hepatocellular carcinoma; Liver cancer; RRM2
Issue Date 10-Jun-2025
Journal Functional & integrative genomics 
ISSN 1438793X
DOI 10.1007/s10142-025-01630-0
PubMed ID 40493217
Scopus ID 2-s2.0-105007796067

Recommend this item

Similar Items from Core Recommender Database

Google ScholarTM

Check



Items in Ain Shams Scholar are protected by copyright, with all rights reserved, unless otherwise indicated.