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基于TCGA数据库的前列腺癌患者免疫相关长链非编码RNA的生物信息学分析

[Bioinformatic analysis of immune-related lncRNA based on TCGA database in patients with prostate cancer].

作者信息

Wang Yihe, Wang Yan, DI Feiyao, DI Zeya, Xi Pu, Wen Yibo, Ye Zhuo, Ren Chuanchuan, Wen Jianguo

机构信息

Urodynamic Center, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China.

Department of Obstetrics and Gynecology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.

出版信息

Xi Bao Yu Fen Zi Mian Yi Xue Za Zhi. 2021 Feb;37(2):113-118.

Abstract

Objective To investigate the clinical significance of immune-related long non-coding RNAs (lncRNAs) and their potential role in guiding the treatment of prostate cancer. Methods lncRNAs of prostate cancer were obtained from TCGA database. The immune-related gene sets were downloaded from Molecular Signatures Database. Gene-lncRNA co-expression was confirmed by Pearson correlation analysis, and univariate Cox regression and selected operator regression (Lasso) were performed to identify important and immune-related lncRNAs. "gglot package" and "survival package" of R software were used to evaluate the correlation between the lncRNAs and clinical characteristics and the prognostic value of the lncRNAs. lnc2RNA database was used to analyze the difference of lncRNAs between normal prostate tissue and prostate cancer tissue. Starbase and David database were used to determine the predict function of lncRNAs in prostate cancer. Results AL162586.1, AC138028.4, SLC25A25-AS1, AC002553.1, AC004816.1, LINC00641 and AC027796.4 were key immune-related lncRNAs, and their expression was positively associated with N stage; the expression levels of AL162586.1 and SLC25A25-AS1 increased with higher T stage. The expression levels of SLC25A25-AS1 and LINC00641 were significantly different in tumor tissues from that of normal tissues. The GO enrichment showed that SLC25A25-AS1 was mainly distributed in membrane, had negative regulation of mRNA splicing via spliceosome and by a nucleotide binding. KEGG pathway enrichment showed that targeted genes were mainly involved in spliceosome pathway. Conclusion lncRNA has become a new research direction in prostate cancer and SLC25A25-AS1 may affect the prognosis of patients through splicing pathway.

摘要

目的 探讨免疫相关长链非编码RNA(lncRNA)的临床意义及其在指导前列腺癌治疗中的潜在作用。方法 从TCGA数据库获取前列腺癌的lncRNA。从分子特征数据库下载免疫相关基因集。通过Pearson相关分析确认基因与lncRNA的共表达,并进行单因素Cox回归和选择算子回归(Lasso)以鉴定重要的免疫相关lncRNA。使用R软件的“gglot包”和“survival包”评估lncRNA与临床特征之间的相关性以及lncRNA的预后价值。使用lnc2RNA数据库分析正常前列腺组织和前列腺癌组织中lncRNA的差异。使用Starbase和David数据库确定lncRNA在前列腺癌中的预测功能。结果 AL162586.1、AC138028.4、SLC25A25-AS1、AC002553.1、AC004816.1、LINC00641和AC027796.4是关键的免疫相关lncRNA,其表达与N分期呈正相关;AL162586.1和SLC25A25-AS1的表达水平随T分期升高而增加。SLC25A25-AS1和LINC00641在肿瘤组织中的表达水平与正常组织有显著差异。GO富集显示SLC25A25-AS1主要分布在膜上,通过剪接体对mRNA剪接有负调控作用且与核苷酸结合有关。KEGG通路富集显示靶向基因主要参与剪接体通路。结论 lncRNA已成为前列腺癌研究的新方向,SLC25A25-AS1可能通过剪接途径影响患者预后。

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