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全面研究与细胞周期通路相关的基因,以预测和免疫治疗膀胱癌。

Comprehensive Investigation of Genes Associated with Cell Cycle Pathways for Prognosis and Immunotherapy in Bladder Urothelial Carcinoma.

机构信息

The Department of Urology, Peking University First Hospital, Beijing 100034, China; The Institute of Urology, Peking University, Beijing 100034, China; The National Urological Cancer Center of China, Beijing 100034, China.

Research Department, Genex Health Co. Ltd., Beijing 100195, China.

出版信息

J Environ Pathol Toxicol Oncol. 2022;41(3):1-12. doi: 10.1615/JEnvironPatholToxicolOncol.2022041342.

Abstract

Bladder urothelial carcinoma (BLCA) is estimated to cause approximately 150,000 deaths per year worldwide. The prognosis of BLCA remains dismal, so early detection can have a significant impact on clinical outcomes. Numerous studies have shown that genes can alter the progression of tumors by regulating cell cycle, thus achieving targeted therapy. A comprehensive comparison analysis of expression profiles in BLCA datasets downloaded from Gene Expression Omnibus (GEO) was conducted to identify common differentially expressed genes (DEGs) using R packages. Gene Set Enrichment Analysis (GSEA) of identified DEGs was performed, and a protein-protein interaction (PPI) network was mapped using Cytoscape software. The expression of hub genes was validated in GEPIA2, cBioPortal, and ONCOMINE databases. The potential roles of the cell cycle genes (CCGs) in immunity were also explored. A total of 70 DEGs from GSE13507, GSE37815, and GSE52519 were identified commonly, including 23 up-regulated and 47 down-regulated genes. GSEA and PPI analysis revealed genes in the cell cycle pathway significantly enriched in tumor tissues, and the expression of 12 CCGs was up-regulated. Furthermore, significant differences of the CCGs expression were found in different immune subtypes of BLCA. The expression of CCGs was closely related to CD4+ T cell, memory B cell, eosinophil, monocyte, T helper cell, and many marker genes of immunomodulators. Abundance of tumor-infiltrating lymphocytes were associated with patients' overall survival with BLCA. Increased CCG expression was correlated with better prognosis in BLCA patients, together with higher immune infiltration levels in CD4 T activated memory cell, and CD8 T central cell, respectively. The up-regulated CCGs in BLCA tumor tissues played important roles in immune cell infiltration and could be novel targets for tumor immunotherapy in BLCA.

摘要

膀胱癌(BLCA)估计每年在全球造成约 15 万人死亡。BLCA 的预后仍然很差,因此早期检测对临床结果有重大影响。许多研究表明,基因可以通过调节细胞周期来改变肿瘤的进展,从而实现靶向治疗。使用 R 包对从基因表达综合数据库(GEO)下载的 BLCA 数据集的表达谱进行了全面比较分析,以识别常见的差异表达基因(DEG)。使用 Cytoscape 软件对鉴定的 DEG 进行了基因集富集分析(GSEA),并绘制了蛋白质-蛋白质相互作用(PPI)网络。在 GEPIA2、cBioPortal 和 ONCOMINE 数据库中验证了枢纽基因的表达。还探讨了细胞周期基因(CCG)在免疫中的潜在作用。从 GSE13507、GSE37815 和 GSE52519 中总共鉴定出 70 个 DEG,包括 23 个上调和 47 个下调基因。GSEA 和 PPI 分析表明,细胞周期途径中的基因在肿瘤组织中显著富集,并且 12 个 CCG 的表达上调。此外,不同免疫亚型的 BLCA 中 CCG 的表达存在显著差异。CCG 的表达与 CD4+T 细胞、记忆 B 细胞、嗜酸性粒细胞、单核细胞、T 辅助细胞和许多免疫调节剂的标记基因密切相关。肿瘤浸润淋巴细胞的丰度与 BLCA 患者的总生存期有关。CCG 表达增加与 BLCA 患者的预后较好相关,同时在 CD4 T 激活记忆细胞和 CD8 T 中央细胞中分别存在更高的免疫浸润水平。BLCA 肿瘤组织中上调的 CCG 在免疫细胞浸润中发挥重要作用,可能成为 BLCA 肿瘤免疫治疗的新靶点。

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