A Chemotherapy Response-Related Gene Signature and DNAJC8 as Key Mediators of Hepatocellular Carcinoma Progression and Drug Resistance.

IF 4.2 3区 医学 Q2 ONCOLOGY
Journal of Hepatocellular Carcinoma Pub Date : 2025-03-20 eCollection Date: 2025-01-01 DOI:10.2147/JHC.S506706
Yan Ye, Yanmei Zeng, Shenggang Huang, Chunping Zhu, Qingshui Wang
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引用次数: 0

Abstract

Background: Chemotherapy resistance in hepatocellular carcinoma presents a significant challenge to improved patient outcomes. Identifying genes associated with chemotherapy response can enhance treatment strategies and prognostic models.

Methods: We analyzed the expression of chemotherapy response-related gene in hepatocellular carcinoma using TCGA and GSE109211 cohorts. We constructed a prognostic model using Least Absolute Shrinkage and Selection Operator (LASSO) analysis and assessed its efficacy using Kaplan-Meier survival analysis. Additionally, we evaluated the immune landscape and gene mutation profiles between different chemotherapy response-related gene (CRRG) subtypes. DNAJC8's role in hepatocellular carcinoma cell functions and chemotherapy resistance was further explored through gene knockdown experiments in vitro and in vivo.

Results: Differential expression analysis identified 220 common genes associated with chemotherapy response. The prognostic model incorporating seven key genes efficiently distinguished responders from non-responders and indicated poorer overall survival for the CRRG-high subtype. The CRRG value correlated with tumor stage and grade, and mutation profiles showed distinct patterns between CRRG subtypes. The CRRG-high subtype exhibited an immune-suppressive phenotype with higher expression of PD-L1 and CTLA-4. High DNAJC8 expression was linked to poor prognosis in multiple cohorts. Knocking down DNAJC8 significantly inhibited hepatocellular carcinoma cell proliferation, migration, invasion, and reduced sorafenib IC50.

Conclusion: The seven-gene CRRG model, particularly DNAJC8, holds potential for predicting chemotherapy response and serves as a therapeutic target in hepatocellular carcinoma.

化疗反应相关基因标记和DNAJC8作为肝细胞癌进展和耐药的关键介质。
背景:肝细胞癌的化疗耐药是改善患者预后的一个重大挑战。确定与化疗反应相关的基因可以改善治疗策略和预后模型。方法:采用TCGA和GSE109211队列分析肝细胞癌化疗反应相关基因的表达。我们使用最小绝对收缩和选择算子(LASSO)分析构建了预后模型,并使用Kaplan-Meier生存分析评估了其疗效。此外,我们评估了不同化疗反应相关基因(CRRG)亚型之间的免疫景观和基因突变谱。通过体外和体内基因敲低实验进一步探讨DNAJC8在肝癌细胞功能和化疗耐药中的作用。结果:差异表达分析鉴定出220个与化疗反应相关的常见基因。包含7个关键基因的预后模型有效地区分了应答者和无应答者,并表明crrg -高亚型的总生存率较低。CRRG值与肿瘤分期和分级相关,突变谱在不同的CRRG亚型之间表现出不同的模式。crrg高亚型表现出免疫抑制表型,PD-L1和CTLA-4的表达较高。在多个队列中,高DNAJC8表达与预后不良有关。敲低DNAJC8可显著抑制肝癌细胞增殖、迁移、侵袭,降低索拉非尼IC50。结论:7基因CRRG模型,特别是DNAJC8,具有预测化疗反应的潜力,可作为肝细胞癌的治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
0.50
自引率
2.40%
发文量
108
审稿时长
16 weeks
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