Identification and Validation of a Prognostic Signature for Prostate Cancer Based on Ferroptosis-Related Genes

被引:41
作者
Liu, Huan [1 ]
Gao, Lei [2 ]
Xie, Tiancheng [1 ]
Li, Jie [3 ]
Zhai, Ting-shuai [1 ]
Xu, Yunfei [1 ]
机构
[1] Tongji Univ, Shanghai Peoples Hosp 10, Dept Urol, Sch Med, Shanghai, Peoples R China
[2] Hebei Med Univ, Dept Urol, Hosp 2, Shijiazhuang, Hebei, Peoples R China
[3] Jingan Dist Zhabei Cent Hosp, Dept Orthoped, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
ferroptosis; recurrence free survival; TFRC; gene signature; prostate cancer; DNA METHYLATION; CELL-DEATH; EXPRESSION; MORTALITY; INHIBITION; RESISTANCE; LUNG;
D O I
10.3389/fonc.2021.623313
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Ferroptosis, an iron-dependent form of selective cell death, is involved in the development of many cancers. However, ferroptosis related genes (FRGs) in prostate cancer (PCa) are not been well studied. In this study, we collected the mRNA expression profiles and clinical information of PCa patients from TCGA and MSKCC databases. The univariate, LASSO, and multivariate Cox regression analyses were performed to construct a prognostic signature. Seven FRGs, AKR1C3, ALOXE3, ATP5MC3, CARS1, MT1G, PTGS2, and TFRC, were included to establish a risk model, which was validated in the MSKCC dataset. The results showed that the high-risk group was apparently correlated with copy number alteration load, tumor burden mutation, immune cell infiltration, mRNAsi, immunotherapy, and bicalutamide response. Moreover, we found that TFRC overexpression induced the proliferation and invasion of PCa cell lines in vitro. These results demonstrate that this risk model can accurately predict prognosis, suggesting that FRGs are promising prognostic biomarkers and potential drug targets in PCa patients.
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收藏
页数:14
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