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揭示靶向核糖核苷酸还原酶M2亚基在肝细胞癌中的治疗潜力:一项计算机模拟和体外实验相结合的研究

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

作者信息

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

机构信息

Biochemistry Department, Faculty of Pharmacy, Ain Shams University, Abassia, Cairo, 11566, Egypt.

Biochemistry Department, Faculty of Science, Ain Shams University, Abassia, Cairo, 11566, Egypt.

出版信息

Funct Integr Genomics. 2025 Jun 10;25(1):123. doi: 10.1007/s10142-025-01630-0.

Abstract

UNLABELLED

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.

GRAPHICAL ABSTRACT

[Image: see text]

SUPPLEMENTARY INFORMATION

The online version contains supplementary material available at 10.1007/s10142-025-01630-0.

摘要

未标记

肝细胞癌(HCC)已引起全球和本地的关注,当前和预测的统计数据令人担忧。这主要是由于其晚期诊断、高复发率以及对传统疗法的潜在耐药性。因此,迫切需要探索新的分子靶点和新颖的治疗策略来有效对抗HCC。在本研究中,我们分析了四个GEO数据集(GSE112790、GSE62232、GSE60502和GSE84402),以鉴定与HCC相关的上调差异表达基因(DEG)。对重叠的上调DEG进行富集分析和蛋白质-蛋白质相互作用(PPI)网络构建,以预测潜在的治疗靶点并确定其优先级。鉴定出六个枢纽基因(RRM2、TOP2A、CCNB1、CDK1、BIRC5和PBK),其中RRM2成为顶级候选基因。然后通过文献综述、计算机分析和CRISPR/Cas9介导的基因破坏,随后在HepG2细胞中进行体外功能测定,验证了RRM2在HCC中的作用。RRM2敲低导致细胞活力显著降低、增殖抑制、迁移受损、G2/M期细胞周期停滞和细胞凋亡。我们的研究结果强调RRM2是HCC进展中的关键参与者。用CRISPR/Cas9靶向RRM2有效地逆转了HCC的几个特征,为开发精确的HCC治疗方案提供了新机会。

图形摘要

[图像:见正文]

补充信息

在线版本包含可在10.1007/s10142-025-01630-0获取的补充材料。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8cb4/12152083/9181ab5814cf/10142_2025_1630_Fig1_HTML.jpg

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