Identification of an autophagy-related gene expression signature for colorectal cancer

被引:1
作者
Xu, Lijun [1 ]
Qiao, Yuqi [1 ]
Zheng, Qing [1 ]
机构
[1] Shanghai Jiao Tong Univ, Div Gastroenterol & Hepatol, Minist Hlth,Inflammatory Bowel Dis Res Ctr, Shanghai Inst Digest Dis,Renji Hosp,Sch Med,Key L, 160 Pu Jian Ave, Shanghai 200127, Peoples R China
关键词
Autophagy; colorectal cancer; prognostic signature; survival analysis; TCGA;
D O I
10.1080/26895293.2021.1872716
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Autophagy, a major lysosomal degradation process, has been implicated in the pathogenesis of colorectal cancer (CRC). However, it still remains unclear what role all the autophagy-related genes (ARGs) play in CRC prognosis. A univariate Cox analysis was conducted to select ARGs related with overall survival (OS) for CRC cohort of the TCGA database. A multivariate Cox analysis was used to develop an ARGs expression signature, whose risk score stratified CRC patients into two groups. The OS time between the above two groups was estimated using the Kaplan-Meier curve and log-rank test. In order to evaluate the predictive performance of this expression signature and other clinicopathological parameters for CRC prognosis, the area under the curve (AUC) was calculated. Nine out of 20 OS-related ARGs were finally incorporated into this ARGs expression signature, whose risk score stratified CRC patients into either high-risk or low-risk group. The OS time of patients in low-risk group was higher than that in high-risk group and the difference was statistically significant (P < 0.001). The AUC for this risk score was higher than other clinicopathological parameters, including TNM stage. This study presents an ARGs expression signature, which outperforms other clinicopathological parameters in predicting CRC prognosis.
引用
收藏
页码:91 / 101
页数:11
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