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E2F转录因子在人前列腺癌中的差异表达及其功能和预后作用

Differential Expression of E2F Transcription Factors and Their Functional and Prognostic Roles in Human Prostate Cancer.

作者信息

Han Zhaodong, Mo Rujun, Cai Shanghua, Feng Yuanfa, Tang Zhenfeng, Ye Jianheng, Liu Ren, Cai Zhiduan, Zhu Xuejin, Deng Yulin, Zou Zhihao, Wu Yongding, Cai Zhouda, Liang Yuxiang, Zhong Weide

机构信息

Department of Urology, Guangdong Key Laboratory of Clinical Molecular Medicine and Diagnostics, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China.

Department of Urology, Affiliated Dongguan Hospital, Southern Medical University, Dongguan, China.

出版信息

Front Cell Dev Biol. 2022 Apr 21;10:831329. doi: 10.3389/fcell.2022.831329. eCollection 2022.

Abstract

Given the tumor heterogeneity, most of the current prognostic indicators cannot accurately evaluate the prognosis of patients with prostate cancer, and thus, the best opportunity to intervene in the progression of this disease is missed. E2F transcription factors (E2Fs) have been reported to be involved in the growth of various cancers. Accumulating studies indicate that prostate cancer (PCa) carcinogenesis is attributed to aberrant E2F expression or E2F alteration. However, the expression patterns and prognostic value of the eight E2Fs in prostate cancer have yet to be explored. In this study, The Cancer Genome Atlas (TCGA), Kaplan-Meier Plotter, Metascape, the Kyoto Encyclopedia of Genes and Genomes (KEGG), CIBERSORT, and cBioPortal and bioinformatic analysis were used to investigate E2Fs in patients with PCa. Our results showed that the expression of E2F1-3, E2F5, and E2F6 was higher in prostate cancer tissues than in benign tissues. Furthermore, elevated E2F1-3 and E2F5 expression levels were associated with a higher Gleason score (GS), advanced tumor stage, and metastasis. Survival analysis suggested that high transcription levels of E2F1-3, E2F5, E2F6, and E2F8 were associated with a higher risk of biochemical recurrence. In addition, we developed a prognostic model combining E2F1, E2F6, Gleason score, and the clinical stage that may accurately predict a biochemical recurrence-free survival. Functional enrichment analysis revealed that the E2F family members and their neighboring genes were mainly enriched in cell cycle-related pathways. Somatic mutations in different subgroups were also investigated, and immune components were predicted. Further experiments are warranted to clarify the biological associations between Pca-related E2F family genes, which may influence prognosis via the cell cycle pathway.

摘要

鉴于肿瘤的异质性,目前大多数预后指标无法准确评估前列腺癌患者的预后,因此错过了干预该疾病进展的最佳时机。据报道,E2F转录因子(E2Fs)参与了多种癌症的生长。越来越多的研究表明,前列腺癌(PCa)的致癌作用归因于E2F的异常表达或E2F改变。然而,八种E2Fs在前列腺癌中的表达模式和预后价值尚未得到探索。在本研究中,利用癌症基因组图谱(TCGA)、Kaplan-Meier Plotter、Metascape、京都基因与基因组百科全书(KEGG)、CIBERSORT、cBioPortal以及生物信息学分析来研究PCa患者中的E2Fs。我们的结果显示,E2F1-3、E2F5和E2F6在前列腺癌组织中的表达高于良性组织。此外,E2F1-3和E2F5表达水平升高与更高的Gleason评分(GS)、晚期肿瘤分期和转移相关。生存分析表明,E2F1-3、E2F5、E2F6和E2F8的高转录水平与生化复发风险较高相关。此外,我们开发了一种结合E2F1、E2F6、Gleason评分和临床分期的预后模型,该模型可能准确预测无生化复发生存。功能富集分析显示,E2F家族成员及其邻近基因主要富集在细胞周期相关途径中。还研究了不同亚组中的体细胞突变,并预测了免疫成分。有必要进行进一步的实验来阐明与Pca相关的E2F家族基因之间的生物学关联,这些基因可能通过细胞周期途径影响预后。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fdb/9068940/6422c9902464/fcell-10-831329-g001.jpg

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