Department of Urology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510630, China.
Equal contribution.
Aging (Albany NY). 2020 Aug 29;12(15):15624-15637. doi: 10.18632/aging.103718.
In this study, we analyzed the prediction accuracy of an autophagy-related long non-coding RNA (lncRNA) prognostic signature using bladder urothelial carcinoma (BLCA) patient data from The Cancer Genome Atlas (TCGA) database. Univariate and multivariate Cox regression analyses showed significant correlations between five autophagy-related lncRNAs, LINC02178, AC108449.2, Z83843.1, FAM13A-AS1 and USP30-AS1, and overall survival (OS) among BCLA patients. The risk scores based on the autophagy-related lncRNA prognostic signature accurately distinguished high- and low-risk BCLA patients that were stratified according to age; gender; grade; and AJCC, T, and N stages. The autophagy-related lncRNA signature was an independent prognostic predictor with an AUC value of 0.710. The clinical nomogram with the autophagy-related lncRNA prognostic signature showed a high concordance index of 0.73 and accurately predicted 1-, 3-, and 5-year survival times among BCLA patients in the high- and low-risk groups. The lncRNA-mRNA co-expression network contained 77 lncRNA-mRNA links among 5 lncRNAs and 49 related mRNAs. Gene set enrichment analysis showed that cancer- and autophagy-related pathways were significantly enriched in the high-risk group, and immunoregulatory pathways were enriched in the low-risk group. These findings demonstrate that an autophagy-related lncRNA signature accurately predicts the prognosis of BCLA patients.
在这项研究中,我们使用来自癌症基因组图谱(TCGA)数据库的膀胱癌(BLCA)患者数据,分析了自噬相关长非编码 RNA(lncRNA)预后特征的预测准确性。单因素和多因素 Cox 回归分析显示,五种自噬相关 lncRNA(LINC02178、AC108449.2、Z83843.1、FAM13A-AS1 和 USP30-AS1)与 BLCA 患者的总生存期(OS)之间存在显著相关性。基于自噬相关 lncRNA 预后特征的风险评分准确地区分了根据年龄、性别、分级和 AJCC、T 和 N 分期分层的高风险和低风险 BLCA 患者。自噬相关 lncRNA 特征是一个独立的预后预测因子,AUC 值为 0.710。具有自噬相关 lncRNA 预后特征的临床列线图具有 0.73 的高一致性指数,可准确预测高风险和低风险组 BLCA 患者的 1、3 和 5 年生存率。lncRNA-mRNA 共表达网络包含 5 个 lncRNA 和 49 个相关 mRNA 之间的 77 个 lncRNA-mRNA 联系。基因集富集分析显示,癌症和自噬相关途径在高风险组中显著富集,而免疫调节途径在低风险组中富集。这些发现表明,自噬相关 lncRNA 特征可准确预测 BLCA 患者的预后。