与氧化应激相关的预后特征可预测经动脉化疗栓塞术后肝细胞癌的治疗反应和疗效

IF 4.2 3区 医学 Q2 ONCOLOGY Journal of Hepatocellular Carcinoma Pub Date : 2024-08-13 eCollection Date: 2024-01-01 DOI:10.2147/JHC.S465592
Hui Ma, Ting Yu, Zhong-Chen Li, Lan Zhang, Rong-Xin Chen, Zheng-Gang Ren
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引用次数: 0

摘要

目的:氧化应激在促进肿瘤耐缺氧和耐化疗药物方面发挥着关键作用。然而,氧化应激相关基因(OSRGs)在经动脉化疗栓塞(TACE)治疗的肝细胞癌(HCC)中的预后作用尚未得到充分探讨:我们使用了GSE104580队列中的转录组数据,其中包含标记为TACE治疗应答者或非应答者的患者,以确定与TACE应答相关的差异表达OSRGs(TR-OSRGs)。我们在 HCC 患者训练队列(TCGA-LIHC)中使用最小绝对缩减和选择操作者 Cox 和逐步 Cox 回归分析,根据 TR-OSRGs 创建了 TR-OSRG 预后特征。我们在两个接受 TACE 治疗的 HCC 患者外部队列(GSE14520-TACE 和 ZS-TACE-37)中验证了这一预后特征。最后,我们基于 Cox 回归分析构建了一个预后提名图模型,用于预测 HCC 患者的生存概率:结果:我们创建了 TR-OSRG 预后特征,并证明它是治疗反应和 TACE 治疗后 HCC 结局的可靠独立预后因素。基于该特征的风险评分与肿瘤分期和分级相关。风险评分较高的患者的肿瘤样本显示出更多的免疫细胞浸润,免疫检查点基因的表达也显著增加。我们还根据TR-OSRG预后特征和临床参数为HCC患者制定了一个提名图;该提名图是预测患者生存期的一个有用的定量分析工具:结论:TR-OSRGs特征在预测接受TACE治疗的HCC患者的治疗反应和预后方面表现良好。
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An Oxidative Stress-Related Prognostic Signature Predicts Treatment Response and Outcomes for Hepatocellular Carcinoma After Transarterial Chemoembolization.

Purpose: Oxidative stress plays a critical role in promoting tumor resistance to hypoxia and chemotherapeutic drugs. However, the prognostic role of oxidative stress-related genes (OSRGs) in hepatocellular carcinoma (HCC) treated with transarterial chemoembolization (TACE) has not been fully explored.

Methods: We used transcriptome data from the GSE104580 cohort containing patients marked as responders or nonresponders to TACE therapy to identify differentially expressed OSRGs associated with TACE response (TR-OSRGs). We created a TR-OSRG prognostic signature based on TR-OSRGs using least absolute shrinkage and selection operator Cox and stepwise Cox regression analyses in a training cohort of patients with HCC (TCGA-LIHC). We verified this prognostic signature in two external cohorts of patients who received TACE for HCC (GSE14520-TACE and ZS-TACE-37). Finally, we constructed a prognostic nomogram model for predicting survival probability of patients with HCC based on Cox regression analysis.

Results: The TR-OSRG prognostic signature was created and shown to be a robust independent prognostic factor for treatment response and outcomes for HCC after TACE therapy. Risk scores based on this signature correlated with tumor stage and grade. Tumor samples from patients with higher risk scores exhibited more infiltration of immune cells and significantly increased expression of immune checkpoint genes. We also developed a nomogram for patients with HCC based on the TR-OSRG prognostic signature and clinical parameters; this nomogram was a useful quantitative analysis tool for predicting patient survival.

Conclusion: The TR-OSRGs signature exhibited good performance in predicting treatment response and outcomes in patients with HCC treated with TACE.

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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
期刊最新文献
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