A five-gene signature predicts overall survival of patients with papillary renal cell carcinoma

被引:36
作者
Gao, Ze [1 ]
Zhang, Dong [2 ]
Duan, Yi [2 ]
Yan, Lei [1 ]
Fan, Yidong [1 ]
Fang, Zhiqing [1 ]
Liu, Zhaoxu [1 ,3 ,4 ]
机构
[1] Shandong Univ, Dept Urol, Qilu Hosp, Jinan, Shandong, Peoples R China
[2] Shandong Univ, Dept Breast Surg, Qilu Hosp, Jinan, Shandong, Peoples R China
[3] Shandong Univ, Sch Nursing, Jinan, Shandong, Peoples R China
[4] Karolinska Inst, Dept Oncol & Pathol, Stockholm, Sweden
来源
PLOS ONE | 2019年 / 14卷 / 03期
关键词
TUMOR TRANSFORMING GENE; CYCLIN B2 EXPRESSION; UNFAVORABLE PROGNOSIS; PROTEIN-KINASE; MESSENGER-RNA; CANCER; OVEREXPRESSION; IGF2BP3; CALCIUM; TRANSITION;
D O I
10.1371/journal.pone.0211491
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
Background The present study aims to investigate the gene expression changes in papillary renal cell carcinoma(pRCC) and screen several genes and associated pathways of papillary renal cell carcinoma progression. Methods The papillary renal cell carcinoma RNA sequencing (RNA-seq) data set was downloaded from TCGA (The Cancer Genome Atlas). We identified the differentially expressed mRNAs between cancer and normal tissues and performed annotation of differentially expressed mRNAs to figure out the functions and pathways they were enriched in. Then, we constructed a risk score that relied on the 5-mRNA. The optimal value for the patients'classification risk level was identified by ROC analysis. The relationship between mRNA expression and prognosis of papillary renal cell carcinoma was evaluated by univariate Cox regression model. The 5-mRNA based risk score was validated in both complete set and testing set. Result In general, the 5-mRNA (CCNB2, IGF2BP3, KIF18A, PTTG1, and BUB1) were identified and validated, which can predict papillary renal cell carcinoma patient survival. This study revealed the 5-mRNA expression profile and the potential function of a single mRNA as a prognostic target for papillary renal cell carcinoma. Conclusion In addition, these findings may have significant implications for potential treatments options and prognosis for patients with papillary renal cell carcinoma.
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页数:16
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