Background: More and more studies have paid attention to the role of apoptosis in tumorigenesis. A variety of apoptosis-related genes (ARGs) are related to tumor progression and resistance to chemotherapy drugs. Therefore, this study aims to establish a prognostic marker for ARG-based testicular germ cell tumors (TCGT). Methods: TCGT sequencing data and clinical information were downloaded from The Cancer Genome Atlas (TCGA) database and GEO database. The sequencing data of normal tissues came from the GTEx database. Through univariate COX, LASSO, and multiple COX regression analyses, we screened out key ARGs related to prognosis and constructed a risk signature and a prognostic nomogram. Finally, we performed internal and external verification to verify the signature we have established. Results: Five ARGs, including CHGA, LPCAT1, PPP1CA, PSMB5, UBR2 were selected out and utilized to establish a novel signature. Based on this signature, TCGT patients were divided into high-risk groups and low-risk groups. The results showed that the disease-free survival (DFS) of patients in the high-risk group was lower than that in the low-risk group (P=0.02268). The subsequent univariate and multivariate Cox regression analysis further proved that the features we established are valuable independent prognostic factors (P<0.05). Also, a prognostic nomogram was created to visualize the relationship between various prognostic-related factors and the 1-, 3-, and 5-year DFS of TCGT in the TCGA cohort. Conclusions: We constructed a new nomogram based on ARGs to predict the risk of testicular tumor recurrence. It can help clinicians better and more intuitively predict the survival of patients.
机构:
Air Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Northwest Univ, Coll Life Sci, Lab Funct Glyc, Xian 710069, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Tang, Zhen
Zhang, Zhi
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Guyuan Peoples Hosp, Dept Orthoped Surg, Guyuan, Ningxia, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Zhang, Zhi
Zhao, Jungang
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Air Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Zhao, Jungang
Zhang, Fan
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Northwest Univ, Coll Life Sci, Lab Funct Glyc, Xian 710069, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Zhang, Fan
Zhang, Yiran
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Air Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Zhang, Yiran
Wen, Yanhua
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Air Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Wen, Yanhua
Li, Miaozhen
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Air Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Li, Miaozhen
Sun, Jin
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Air Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Sun, Jin
Shi, Lei
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机构:
Fourth Mil Med Univ, Xijing Hosp, Dept Orthopaed, Xian 710032, Shaanxi, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Shi, Lei
Chen, Wentian
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Northwest Univ, Coll Life Sci, Lab Funct Glyc, Xian 710069, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Chen, Wentian
Li, Zheng
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Northwest Univ, Coll Life Sci, Lab Funct Glyc, Xian 710069, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Li, Zheng
Guo, Zheng
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Air Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China
Guo, Zheng
Liu, Yingxiang
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Air Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R ChinaAir Force Med Univ, Affiliated Hosp 2, Orthoped Oncol Inst, Dept Orthoped Surg, 569 Xinsi Rd, Xian 710038, Peoples R China