Prognostic significance of exportin-5 in hepatocellular carcinoma

IF 2.5 4区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY World Journal of Gastrointestinal Oncology Pub Date : 2024-07-15 DOI:10.4251/wjgo.v16.i7.3069
Hao Li, Fei Li, Bo-Shen Wang, Bao-Li Zhu
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Abstract

BACKGROUND Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related deaths worldwide. As liver cancer often presents no noticeable symptoms in its early stages, most patients are diagnosed at an advanced stage, complicating treatment. Therefore, the identification of new biomarkers is crucial for the early detection and treatment of HCC. Research on exportin-5 (XPO5) could offer new avenues for early diagnosis and improve treatment strategies. AIM To explore the role of XPO5 in HCC progression and its potential as a prognostic biomarker. METHODS This study assessed XPO5 mRNA expression in HCC using The Cancer Genome Atlas, TIMER, and International Cancer Genome Consortium databases, correlating it with clinical profiles and disease progression. We performed in vitro experiments to examine the effect of XPO5 on liver cell growth. Gene Set Enrichment Analysis, Kyoto Encyclopedia of Genes and Genomes, and Gene Ontology were used to elucidate the biological roles and signaling pathways. We also evaluated XPO5’s impact on immune cell infiltration and validated its prognostic potential using machine learning. RESULTS XPO5 was significantly upregulated in HCC tissues, correlating with tumor grade, T-stage, and overall survival, indicating poor prognosis. Enrichment analyses linked high XPO5 expression with tumor immunity, particularly CD4 T cell memory activation and macrophage M0 infiltration. Drug sensitivity tests identified potential therapeutic agents such as MG-132, paclitaxel, and WH-4-023. Overexpression of XPO5 in HCC cells, compared to normal liver cells, was confirmed by western blotting and quantitative real-time polymerase chain reaction. The lentiviral transduction-mediated knockdown of XPO5 significantly reduced cell proliferation and metastasis. Among the various machine learning algorithms, the C5.0 decision tree algorithm achieved accuracy rates of 95.5% in the training set and 92.0% in the validation set. CONCLUSION Our analysis shows that XPO5 expression is a reliable prognostic indicator for patients with HCC and is significantly associated with immune cell infiltration.
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肝细胞癌中 exportin-5 的预后意义
背景 肝细胞癌(HCC)是全球第三大癌症致死病因。由于肝癌早期通常没有明显症状,大多数患者在晚期才被确诊,从而使治疗变得更加复杂。因此,鉴定新的生物标志物对于早期检测和治疗 HCC 至关重要。对 exportin-5(XPO5)的研究可为早期诊断和改善治疗策略提供新途径。目的 探讨 XPO5 在 HCC 进展中的作用及其作为预后生物标志物的潜力。方法 本研究利用癌症基因组图谱、TIMER 和国际癌症基因组联盟数据库评估了 XPO5 在 HCC 中的 mRNA 表达,并将其与临床特征和疾病进展相关联。我们进行了体外实验,研究 XPO5 对肝细胞生长的影响。我们利用基因组富集分析、京都基因和基因组百科全书以及基因本体论来阐明其生物学作用和信号通路。我们还评估了 XPO5 对免疫细胞浸润的影响,并利用机器学习验证了其预后潜力。结果 XPO5 在 HCC 组织中明显上调,与肿瘤分级、T 分期和总生存期相关,表明预后不良。富集分析将 XPO5 的高表达与肿瘤免疫,尤其是 CD4 T 细胞记忆激活和巨噬细胞 M0 浸润联系起来。药物敏感性测试确定了潜在的治疗药物,如MG-132、紫杉醇和WH-4-023。与正常肝细胞相比,XPO5在HCC细胞中的过表达已通过Western印迹和定量实时聚合酶链反应得到证实。慢病毒转导介导的 XPO5 基因敲除显著减少了细胞增殖和转移。在各种机器学习算法中,C5.0 决策树算法在训练集中的准确率达到 95.5%,在验证集中的准确率达到 92.0%。结论 我们的分析表明,XPO5 的表达是 HCC 患者可靠的预后指标,并且与免疫细胞浸润显著相关。
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
World Journal of Gastrointestinal Oncology
World Journal of Gastrointestinal Oncology Medicine-Gastroenterology
CiteScore
4.20
自引率
3.30%
发文量
1082
期刊介绍: The World Journal of Gastrointestinal Oncology (WJGO) is a leading academic journal devoted to reporting the latest, cutting-edge research progress and findings of basic research and clinical practice in the field of gastrointestinal oncology.
期刊最新文献
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