An autophagy-related long non-coding RNA prognostic signature accurately predicts survival outcomes in bladder urothelial carcinoma patients

被引:0
|
作者
Sun, Zhuolun [1 ]
Jing, Changying [2 ]
Xiao, Chutian [1 ]
Li, Tengcheng [1 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 3, Dept Urol, Guangzhou 510630, Peoples R China
[2] Shandong Univ Tradit Chinese Med, Clin Med Coll 2, Jinan, Shandong, Peoples R China
来源
AGING-US | 2020年 / 12卷 / 15期
关键词
autophagy; bladder urothelial carcinoma; long non-coding RNA; prognostic signature; The Cancer Genome Atlas; DUAL ROLE; CANCER; CELLS; BIOINFORMATICS; RESISTANCE; EXPRESSION;
D O I
暂无
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
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.
引用
收藏
页码:15624 / 15637
页数:14
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