Identification and validation of a five apoptosis-related genes signature for prediction of disease-free survival for testicular germ cell tumors

被引:3
|
作者
Zeng, Tengyue [1 ]
Yao, Liangyu [1 ]
Zhao, Kai [1 ]
Cong, Rong [1 ]
Meng, Xianghu [1 ]
Song, Ninghong [1 ,2 ]
机构
[1] Nanjing Med Univ, Dept Urol, Affiliated Hosp 1, 300 Guangzhou Rd, Nanjing 210029, Peoples R China
[2] Nanjing Med Univ, Dept Urol, Affiliated Kizilsu Kirghiz Autonomous Prefecture, Artux, Peoples R China
基金
中国国家自然科学基金;
关键词
Apoptosis; disease-free survival (DFS); prognosis; signature; testicular germ cell tumor (TCGT); NEURON-SPECIFIC ENOLASE; UP-REGULATION; CANCER; MARKER; EXPRESSION; THERAPY; STAGE;
D O I
10.21037/tau-20-1247
中图分类号
R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
摘要
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.
引用
收藏
页码:1250 / 1272
页数:23
相关论文
共 50 条
  • [41] Prediction of disease-free survival by the PET/CT radiomic signature in non-small cell lung cancer patients undergoing surgery
    Kirienko, Margarita
    Cozzi, Luca
    Antunovic, Lidija
    Lozza, Lisa
    Fogliata, Antonella
    Voulaz, Emanuele
    Rossi, Alexia
    Chiti, Arturo
    Sollini, Martina
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 (02) : 207 - 217
  • [42] A three-lncRNA signature predicts overall survival and disease-free survival in patients with esophageal squamous cell carcinoma
    Huang, Guo-Wei
    Xue, Yu-Jie
    Wu, Zhi-Yong
    Xu, Xiu-E
    Wu, Jian-Yi
    Cao, Hui-Hui
    Zhu, Ying
    He, Jian-Zhong
    Li, Chun-Quan
    Li, En-Min
    Xu, Li-Yan
    BMC CANCER, 2018, 18
  • [43] Both cell proliferation and apoptosis significantly predict shortened disease-free survival in hepatocellular carcinoma
    Ito, Y
    Matsuura, N
    Sakon, M
    Takeda, T
    Umeshita, K
    Nagano, H
    Nakamori, S
    Dono, K
    Tsujimoto, M
    Nakahara, M
    Nakao, K
    Monden, M
    BRITISH JOURNAL OF CANCER, 1999, 81 (04) : 747 - 751
  • [44] Both cell proliferation and apoptosis significantly predict shortened disease-free survival in hepatocellular carcinoma
    Y Ito
    N Matsuura
    M Sakon
    T Takeda
    K Umeshita
    H Nagano
    S Nakamori
    K Dono
    M Tsujimoto
    M Nakahara
    K Nakao
    M Monden
    British Journal of Cancer, 1999, 81 : 747 - 751
  • [45] A three-lncRNA signature predicts overall survival and disease-free survival in patients with esophageal squamous cell carcinoma
    Guo-Wei Huang
    Yu-Jie Xue
    Zhi-Yong Wu
    Xiu-E Xu
    Jian-Yi Wu
    Hui-Hui Cao
    Ying Zhu
    Jian-Zhong He
    Chun-Quan Li
    En-Min Li
    Li-Yan Xu
    BMC Cancer, 18
  • [46] An Immune Cell Signature Is Associated With Disease-Free Survival and Adjuvant Chemosensitivity of Patients With Resectable Gastric Cancer
    Yan, Hongfei
    Chen, Yang
    Yang, Zichang
    Li, Zhi
    Che, Xiaofang
    Xiao, Jiawen
    Liu, Yunpeng
    Qu, Xiujuan
    FRONTIERS IN IMMUNOLOGY, 2021, 11
  • [47] Prediction of the Survival Status, Immunotherapy Response, and Medication of Lung Adenocarcinoma Patients Based on Hypoxia- and Apoptosis-Related Genes
    Shi, Ziliang
    Sang, Zi
    Xiao, Junmeng
    Hou, Jianbin
    Geng, Mingfei
    HORMONE AND METABOLIC RESEARCH, 2025, 57 (01) : 55 - 66
  • [48] POLYMORPHISMS IN THE APOPTOSIS-RELATED GENES AND SURVIVAL OF PATIENTS WITH EARLY STAGE NON-SMALL CELL LUNG CANCER
    Kang, H. G.
    Jeon, H.
    Yoo, S. S.
    Park, J. Y.
    JOURNAL OF THORACIC ONCOLOGY, 2010, 5 (05) : S60 - S60
  • [49] Identification and validation of neurotrophic factor-related genes signature in HNSCC to predict survival and immune landscapes
    Peng, Gaoge
    Chi, Hao
    Gao, Xinrui
    Zhang, Jinhao
    Song, Guobin
    Xie, Xixi
    Su, Ke
    Song, Binyu
    Yang, Jinyan
    Gu, Tao
    Li, Yunyue
    Xu, Ke
    Li, Han
    Liu, Yunfei
    Tian, Gang
    FRONTIERS IN GENETICS, 2022, 13
  • [50] Genetic variants of cell cycle pathway genes predict disease-free survival of hepatocellular carcinoma
    Liu, Shun
    Yang, Tian-Bo
    Nan, Yue-Li
    Li, An-Hua
    Pan, Dong-Xiang
    Xu, Yang
    Li, Shu
    Li, Ting
    Zeng, Xiao-Yun
    Qiu, Xiao-Qiang
    CANCER MEDICINE, 2017, 6 (07): : 1512 - 1522