Identification of DNA Damage Repair-Associated Prognostic Biomarkers for Prostate Cancer Using Transcriptomic Data Analysis

被引:7
作者
Teng, Pai-Chi [1 ]
Huang, Shu-Pin [2 ,3 ,4 ,5 ]
Liu, Chia-Hsin [6 ]
Lin, Ting-Yi [7 ]
Cho, Yi-Chun [6 ]
Lai, Yo-Liang [8 ,9 ]
Wang, Shu-Chi [10 ]
Yeh, Hsin-Chih [2 ,11 ]
Chuu, Chih-Pin [12 ]
Chen, Deng-Neng [13 ]
Cheng, Wei-Chung [6 ,8 ,14 ,15 ]
Li, Chia-Yang [16 ]
机构
[1] Taipei City Hosp, Renai Branch, Taipei 10629, Taiwan
[2] Kaohsiung Med Univ, Coll Med, Sch Med, Dept Urol, Kaohsiung 80708, Taiwan
[3] Kaohsiung Med Univ, Kaohsiung Med Univ Hosp, Dept Urol, Kaohsiung 80708, Taiwan
[4] Kaohsiung Med Univ, Grad Inst Clin Med, Coll Med, Kaohsiung 80708, Taiwan
[5] Kaohsiung Med Univ, Coll Med, PhD Program Environm & Occupat Med, Kaohsiung 80708, Taiwan
[6] China Med Univ, Res Ctr Canc Biol, Taichung 40403, Taiwan
[7] Taipei Vet Gen Hosp, Dept Med Res, Taipei 11217, Taiwan
[8] China Med Univ, Grad Inst Biomed Sci, Taichung 40403, Taiwan
[9] China Med Univ Hosp, Dept Radiat Oncol, Taichung 40403, Taiwan
[10] Kaohsiung Med Univ, Dept Med Lab Sci & Biotechnol, Kaohsiung 80708, Taiwan
[11] Kaohsiung Municipal Tatung Hosp, Dept Urol, Kaohsiung 80145, Taiwan
[12] Natl Hlth Res Inst, Inst Cellular & Syst Med, Miaoli 35053, Taiwan
[13] Natl Pingtung Univ Sci & Technol, Dept Management Informat Syst, Pingtung 91201, Taiwan
[14] China Med Univ, PhD Program Canc Biol & Drug Discovery, Taichung 40403, Taiwan
[15] Acad Sinica, Taichung 40403, Taiwan
[16] Kaohsiung Med Univ, Coll Med, Grad Inst Med, Kaohsiung 80708, Taiwan
关键词
prostate cancer (PC); DNA damage repair (DDR); DDR-based transcriptomic biomarker; prognostic marker; cancer survival; HOMOLOGOUS RECOMBINATION; INCREASED SURVIVAL; GENE; EXPRESSION; INHIBITORS; THERAPY; TMPRSS2; FUSION; KEGG; TDT;
D O I
10.3390/ijms222111771
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In the recent decade, the importance of DNA damage repair (DDR) and its clinical application have been firmly recognized in prostate cancer (PC). For example, olaparib was just approved in May 2020 to treat metastatic castration-resistant PC with homologous recombination repair-mutated genes; however, not all patients can benefit from olaparib, and the treatment response depends on patient-specific mutations. This highlights the need to understand the detailed DDR biology further and develop DDR-based biomarkers. In this study, we establish a four-gene panel of which the expression is significantly associated with overall survival (OS) and progression-free survival (PFS) in PC patients from the TCGA-PRAD database. This panel includes DNTT, EXO1, NEIL3, and EME2 genes. Patients with higher expression of the four identified genes have significantly worse OS and PFS. This significance also exists in a multivariate Cox regression model adjusting for age, PSA, TNM stages, and Gleason scores. Moreover, the expression of the four-gene panel is highly correlated with aggressiveness based on well-known PAM50 and PCS subtyping classifiers. Using publicly available databases, we successfully validate the four-gene panel as having the potential to serve as a prognostic and predictive biomarker for PC specifically based on DDR biology.
引用
收藏
页数:14
相关论文
共 50 条
[41]   Pan-cancer analysis of genomic and transcriptomic data reveals the prognostic relevance of human proteasome genes in different cancer types [J].
Larsson, Peter ;
Pettersson, Daniella ;
Engqvist, Hanna ;
Ronnerman, Elisabeth Werner ;
Forssell-Aronsson, Eva ;
Kovacs, Aniko ;
Karlsson, Per ;
Helou, Khalil ;
Parris, Toshima Z. .
BMC CANCER, 2022, 22 (01)
[42]   Identification of novel biomarkers correlated with prostate cancer progression by an integrated bioinformatic analysis [J].
Ma, Zhifang ;
Wang, Jianming ;
Ding, Lingyan ;
Chen, Yujun .
MEDICINE, 2020, 99 (28) :E21158
[43]   SPOP Deregulation Improves the Radiation Response of Prostate Cancer Models by Impairing DNA Damage Repair [J].
El Bezawy, Rihan ;
Tripari, Martina ;
Percio, Stefano ;
Cicchetti, Alessandro ;
Tortoreto, Monica ;
Stucchi, Claudio ;
Tinelli, Stella ;
Zuco, Valentina ;
Doldi, Valentina ;
Gandellini, Paolo ;
Valdagni, Riccardo ;
Zaffaroni, Nadia .
CANCERS, 2020, 12 (06)
[44]   Identification of Prostate Cancer Risk Genetics Biomarkers Based on Intergraded Bioinformatics Analysis [J].
Liang, Xiangdong ;
Wang, Yanchao ;
Pei, Long ;
Tan, Xiaoliang ;
Dong, Chunhui .
FRONTIERS IN SURGERY, 2022, 9
[45]   Identification of prognostic biomarkers of prostate cancer with long non-coding RNA-mediated competitive endogenous RNA network [J].
Ye, Guomei ;
Guo, Liqiang ;
Xing, Yanfei ;
Sun, Wendong ;
Yuan, Mingzhen .
EXPERIMENTAL AND THERAPEUTIC MEDICINE, 2019, 17 (04) :3035-3040
[46]   Prognostic Model Associated with Necroptosis in Colorectal Cancer based on Transcriptomic Analysis and Experimental Validation [J].
Huang, Yuying ;
Li, Licheng ;
Kang, Zhongmin ;
Luo, Huali ;
Lin, Xiaojing ;
Zhao, Shu ;
Zhang, Qizhu ;
Li, Qinshan ;
Liu, Honglin ;
Li, Mengxing .
FRONTIERS IN BIOSCIENCE-LANDMARK, 2024, 29 (03)
[47]   Prognostic Value of the Expression of DNA Repair-Related Biomarkers Mediated by Alcohol in Gastric Cancer Patients [J].
Zhang, Yiyin ;
Wu, Hongyang ;
Yang, Feng ;
Ning, Jie ;
Li, Min ;
Zhao, Chenchen ;
Zhong, Shuping ;
Gu, Kangsheng ;
Wang, Hua .
AMERICAN JOURNAL OF PATHOLOGY, 2018, 188 (02) :367-377
[48]   Identification of Hub Genes as Potential Prognostic Biomarkers in Cervical Cancer Using Comprehensive Bioinformatics Analysis and Validation Studies [J].
Xue, Han ;
Sun, Zhaojun ;
Wu, Weiqing ;
Du, Dong ;
Liao, Shuping .
CANCER MANAGEMENT AND RESEARCH, 2021, 13 :117-131
[49]   Analysis of DNA Repair-Related Prognostic Function and Mechanism in Gastric Cancer [J].
Wang, Liqiang ;
Lu, Jianping ;
Song, Ying ;
Bai, Jing ;
Sun, Wenjing ;
Yu, Jingcui ;
Cai, Mengdi ;
Fu, Songbin .
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 10
[50]   Alterations in DNA damage response and repair genes as potential biomarkers for immune checkpoint blockade in gastrointestinal cancer [J].
Wang, Yujiao ;
Jiao, Xi ;
Li, Shuang ;
Chen, Huan ;
Wei, Xin ;
Liu, Chang ;
Gong, Jifang ;
Zhang, Xiaotian ;
Wang, Xicheng ;
Peng, Zhi ;
Qi, Changsong ;
Wang, Zhenghang ;
Wang, Yanni ;
Zhuo, Na ;
Zou, Jianling ;
Zhang, Henghui ;
Li, Jian ;
Shen, Lin ;
Lu, Zhihao .
CANCER BIOLOGY & MEDICINE, 2022, 19 (08) :1139-1149