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

被引:8
|
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
  • [21] Mutational Signature Analysis for Detection of DNA Damage Repair Deficiency in Prostate Cancer
    Burdak-Rothkamm, S.
    Alawi, M.
    Droste, C.
    Petersen, C.
    Rothkamm, K.
    JOURNAL OF PATHOLOGY, 2021, 255 : S46 - S46
  • [22] Identification of a Transcriptomic Prognostic Signature by Machine Learning Using a Combination of Small Cohorts of Prostate Cancer
    Vittrant, Benjamin
    Leclercq, Mickael
    Martin-Magniette, Marie-Laure
    Collins, Colin
    Bergeron, Alain
    Fradet, Yves
    Droit, Arnaud
    FRONTIERS IN GENETICS, 2020, 11
  • [23] Ouabain Induces DNA Damage in Human Osteosarcoma U-2 OS Cells and Alters the Expression of DNA Damage and DNA Repair-associated Proteins
    Yang, Jiun-long
    Yang, Mei-due
    Chen, Jaw-chyun
    Lu, Kung-wen
    Huang, Yi-ping
    Peng, Shu-fen
    Chueh, Fu-shin
    Liu, Kuo-ching
    Lin, Tzu-shun
    Chen, Po-yuan
    Chen, Wei-jen
    IN VIVO, 2021, 35 (05): : 2687 - 2696
  • [24] Casticin induces DNA damage and inhibits DNA repair-associated protein expression in B16F10 mouse melanoma cancer cells
    Shih, Yung-Luen
    Chou, Jason
    Yeh, Ming-Yang
    Chou, Hsiao-Min
    Chou, Hsiu-Chen
    Lu, Hsu-Feng
    Shang, Hung-Sheng
    Chueh, Fu-Shin
    Chu, Yung-Lin
    Hsueh, Shu-Ching
    Chung, Jing-Gung
    ONCOLOGY REPORTS, 2016, 36 (04) : 2094 - 2100
  • [25] Identification and external validation of a prognostic signature associated with DNA repair genes in gastric cancer
    Chen, Shimin
    Liu, Wenbo
    Huang, Yu
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [26] Identification and external validation of a prognostic signature associated with DNA repair genes in gastric cancer
    Shimin Chen
    Wenbo Liu
    Yu Huang
    Scientific Reports, 11
  • [27] Identification of prognostic gene biomarkers for metastatic skin cancer using data mining
    Liu, Gang
    Li, Chen
    Zhen, Haiyan
    Zhang, Zhigang
    Sha, Yongzhong
    BIOMEDICAL REPORTS, 2020, 13 (01) : 22 - 30
  • [28] Implications of DNA damage repair alterations for the management of prostate cancer
    Lozano, Rebeca
    Olmos, David
    Castro, Elena
    CURRENT OPINION IN UROLOGY, 2022, 32 (03) : 302 - 310
  • [29] DNA damage repair: An emerging strategy in metastatic prostate cancer
    Loriot, Yohann
    Meynard, Guillaume
    Klajer, Elodie
    Bolognini, Clement
    Gassian, Noemie
    Thiery-Vuillemin, Antoine
    BULLETIN DU CANCER, 2018, 105 (10) : 944 - 954
  • [30] 27 HYDROXYCHOLESTEROL AND DNA DAMAGE REPAIR: IMPLICATIONS IN PROSTATE CANCER
    Galvan, Cecilia G.
    Friedrich, Nadine A.
    Das, Sanjay
    Daniels, James P.
    Freeman, Michael R.
    Suzuki, Ryusuke
    Sanders, Sergio
    Pollan, Sara
    Dambal, Shweta
    Freedland, Stephen J.
    JOURNAL OF UROLOGY, 2023, 209 : E275 - E275