Suppr超能文献

探讨ABCC5临床评分模型在肝细胞癌中的预后疗效及机制。

To explore the prognostic efficacy and mechanism of ABCC5 clinical scoring model in hepatocellular carcinoma.

作者信息

Deng Yu, Yang Ning, Huang Chengyu, Long Meiting, Wu Junming, Mo Ke, Li Zijun

机构信息

Department of General Practice, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, China.

Experimental Center of Baiqian Gene (BIOQGene), YuanDong International Academy of Life Sciences, Hong Kong, Hong Kong SAR, China.

出版信息

Front Oncol. 2025 Aug 11;15:1519533. doi: 10.3389/fonc.2025.1519533. eCollection 2025.

Abstract

OBJECTIVE

The study found that ATP-binding cassette subfamily C member 5 (ABCC5) is highly expressed in hepatocellular carcinoma (HCC). It aims to explore ABCC5 role and prognostic value in HCC and uses the DrugBank database to identify potential therapeutic drugs targeting ABCC5, assessing its potential as a biomarker and treatment target for HCC.

METHODS

RNA-seq and clinical data from TCGA-LIHC and GSE76427 were analyzed to identify ABCC5-associated differentially expressed genes and miRNAs. Weighted gene co-expression network analysis (WGCNA) revealed co-expression modules, and survival analysis assessed prognostic significance. Experimental validation included qRT-PCR, Western blot, migration assays, and drug response studies using the ABCC5 inhibitor zidovudine (ZDV).

RESULT

ABCC5 was significantly overexpressed in HCC ( < 0.001) and correlated with poor overall ( = 0.008) and recurrence-free survival ( < 0.0001). WGCNA identified the MEturquoise module (enriched in cell cycle and p53 pathways) strongly linked to ABCC5 (r = 0.54). Immune infiltration analysis showed ABCC5 high-expression associated with Treg accumulation (immune suppression) and reduced mast cells. ZDV suppressed ABCC5 expression (~50%), activated p53 signaling (p53↑2.0-fold), and inhibited HCC migration and proliferation more effectively than the ABCC5-specific inhibitor MK-571. Somatic mutations (5% missense) and methylation (cg14480679, r = -0.43) further implicated ABCC5 in HCC progression. The ABCC5-based prognostic model, validated by calibration curves, independently predicted survival ( < 0.0001).

CONCLUSION

This study constructed an ABCC5 clinical model and discovered that ABCC5 can serve as both a prognostic biomarker and therapeutic target for HCC. Multi-omics analysis and experimental validation confirmed that ABCC5 drives HCC progression by participating in immune microenvironment reprogramming, affecting cell cycle progression, and regulating the p53 signaling pathway. The research not only identified potential diagnostic markers and therapeutic targets, but the established prognostic model also provides new insights for investigating HCC pathogenesis and clinical translation.

摘要

目的

该研究发现三磷酸腺苷结合盒亚家族C成员5(ABCC5)在肝细胞癌(HCC)中高表达。旨在探讨ABCC5在HCC中的作用及预后价值,并利用DrugBank数据库鉴定靶向ABCC5的潜在治疗药物,评估其作为HCC生物标志物和治疗靶点的潜力。

方法

分析来自TCGA-LIHC和GSE76427的RNA测序和临床数据,以鉴定与ABCC5相关的差异表达基因和微小RNA(miRNA)。加权基因共表达网络分析(WGCNA)揭示共表达模块,生存分析评估预后意义。实验验证包括qRT-PCR、蛋白质印迹法、迁移实验以及使用ABCC5抑制剂齐多夫定(ZDV)进行的药物反应研究。

结果

ABCC5在HCC中显著过表达(<0.001),并与总体预后不良(=0.008)和无复发生存期缩短(<0.0001)相关。WGCNA鉴定出与ABCC5密切相关(r = 0.54)的MEturquoise模块(富含细胞周期和p53信号通路)。免疫浸润分析显示ABCC5高表达与调节性T细胞(Treg)积聚(免疫抑制)和肥大细胞减少有关。ZDV抑制ABCC5表达(约50%),激活p53信号(p53升高2.0倍),并且比ABCC5特异性抑制剂MK-571更有效地抑制HCC迁移和增殖。体细胞突变(5%错义突变)和甲基化(cg14480679,r = -0.43)进一步表明ABCC5参与HCC进展。经校准曲线验证的基于ABCC5的预后模型可独立预测生存情况(<0.0001)。

结论

本研究构建了ABCC5临床模型,并发现ABCC5可作为HCC的预后生物标志物和治疗靶点。多组学分析和实验验证证实,ABCC5通过参与免疫微环境重编程、影响细胞周期进程和调节p53信号通路来驱动HCC进展。该研究不仅鉴定了潜在的诊断标志物和治疗靶点,而且所建立的预后模型也为研究HCC发病机制和临床转化提供了新见解。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验