DAPK1 as an independent prognostic marker in liver cancer

被引:21
作者
Li, Ling [1 ,2 ]
Guo, Libin [3 ,4 ]
Wang, Qingshui [3 ,4 ]
Liu, Xiaolong [2 ]
Zeng, Yongyi [2 ]
Wen, Qing [5 ]
Zhang, Shudong [6 ]
Kwok, Hang Fai [3 ]
Lin, Yao [4 ]
Liu, Jingfeng [1 ,2 ]
机构
[1] Fujian Med Univ, Affiliated Hosp 1, Hepatopancreatobiliary Surg Dept, Fuzhou, Fujian, Peoples R China
[2] Fujian Med Univ, Mengchao Hepatobiliary Hosp, United Innovat Mengchao Hepatobiliary Technol Key, Fuzhou, Fujian, Peoples R China
[3] Univ Macau, Fac Hlth Sci, Taipa, Macau, Peoples R China
[4] Fujian Normal Univ, Coll Life Sci, Fuzhou, Fujian, Peoples R China
[5] Queens Univ Belfast, Sch Med Dent & Biomed Sci, Ctr Canc Res & Cell Biol, Belfast, Antrim, North Ireland
[6] Univ Ulster, Biomed Sci Res Inst, Northern Ireland Ctr Stratified Med, Coleraine, Londonderry, North Ireland
来源
PEERJ | 2017年 / 5卷
基金
中国国家自然科学基金;
关键词
Liver cancer; IHC; Survival; DAPK1; Prognosis; PROTEIN-KINASE; 1; GENE-EXPRESSION SIGNATURES; HEPATOCELLULAR-CARCINOMA; CONNECTIVITY MAP; DOWN-REGULATION; GASTRIC-CANCER; DEATH; METHYLATION; CARCINOGENESIS; SURVIVAL;
D O I
10.7717/peerj.3568
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
The death-associated protein kinase 1 (DAPK1) can act as an oncogene or a tumor suppressor gene depending on the cellular context as well as external stimuli. Our study aims to investigate the prognostic significance of DAPK1 in liver cancer in both mRNA and protein levels. The mRNA expression of DAPK1 was extracted from the Gene Expression Omnibus database in three independent liver cancer datasets while protein expression of DAPK1 was detected by immunohistochemistry in our Chinese liver cancer patient cohort. The associations between DAPK1 expression and clinical characteristics were tested. DAPK1 mRNA expression was down-regulated in liver cancer. Low levels of DAPK1 mRNA were associated with shorter survival in a liver cancer patient cohort (n = 115; p = 0.041), while negative staining of DAPK1 protein was significantly correlated with shorter time to progression (p = 0.002) and overall survival (p = 0.02). DAPK1 was an independent prognostic marker for both time to progression and overall survival by multivariate analysis. Liver cancer with the b-catenin mutation has a lower DAPK1 expression, suggesting that DAPK1 may be regulated under the b-catenin pathway. In addition, we also identified genes that are co-regulated with DAPK1. DAPK1 expression was positively correlated with IRF2, IL7R, PCOLCE and ZBTB16, and negatively correlated with SLC16A3 in both liver cancer datasets. Among these genes, PCOLCE and ZBTB16 were significantly down-regulated, while SLC16A3 was significantly upregulated in liver cancer. By using connectivity mapping of these co-regulated genes, we have identified amcinonide and sulpiride as potential small molecules that could potentially reverse DAPK1/PCOLCE/ZBTB16/SLC16A3 expression. Our study demonstrated for the first time that both DAPK1 mRNA and protein expression levels are important prognostic markers in liver cancer, and have identified genes that may contribute to DAPK1-mediated liver carcinogenesis.
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页数:17
相关论文
共 37 条
  • [1] The tumor suppressor DAP kinase is a target of RSK-mediated survival signaling
    Anjum, R
    Roux, PP
    Ballif, BA
    Gygi, SP
    Blenis, J
    [J]. CURRENT BIOLOGY, 2005, 15 (19) : 1762 - 1767
  • [2] Death-Associated Protein Kinase (DAPK) Promoter Methylation and Response to Neoadjuvant Radiochemotherapy in Esophageal Cancer
    Brabender, Jan
    Arbab, Dariusch
    Huan, Xi
    Vallboehmer, Daniel
    Grimminger, Peter
    Ling, Frederike
    Neiss, Susanne
    Bollschweiler, Elfriede
    Schneider, Paul M.
    Hoelscher, Arnulf H.
    Metzger, Ralf
    [J]. ANNALS OF SURGICAL ONCOLOGY, 2009, 16 (05) : 1378 - 1383
  • [3] Bidirectional signals transduced by DAPK-ERK interaction promote the apoptotic effect of DAPK
    Chen, CH
    Wang, WJ
    Kuo, JC
    Tsai, HC
    Lin, JR
    Chang, ZF
    Chen, RH
    [J]. EMBO JOURNAL, 2005, 24 (02) : 294 - 304
  • [4] IDENTIFICATION OF A NOVEL SERINE THREONINE KINASE AND A NOVEL 15-KD PROTEIN AS POTENTIAL MEDIATORS OF THE GAMMA-INTERFERON-INDUCED CELL-DEATH
    DEISS, LP
    FEINSTEIN, E
    BERISSI, H
    COHEN, O
    KIMCHI, A
    [J]. GENES & DEVELOPMENT, 1995, 9 (01) : 15 - 30
  • [5] Detection of hypermethylated genes in women with and without cervical neoplasia
    Feng, QH
    Balasubramanian, A
    Hawes, SE
    Toure, P
    Sow, PS
    Dem, A
    Dembele, B
    Critchlow, CW
    Xi, LF
    Lu, H
    McIntosh, MW
    Young, AM
    Kiviat, NB
    [J]. JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2005, 97 (04): : 273 - 282
  • [6] DNA methylation in tumor and matched normal tissues from non-small cell lung cancer patients
    Feng, Qinghua
    Hawes, Stephen E.
    Stern, Joshua E.
    Wiens, Linda
    Lu, Hiep
    Dong, Zhao Ming
    Jordanj, C. Diana
    Kiviatl, Nancy B.
    Vesselle, Hubert
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2008, 17 (03) : 645 - 654
  • [7] An IFN-γ-stimulated ATF6-C/EBP-β-signaling pathway critical for the expression of Death Associated Protein Kinase 1 and induction of autophagy
    Gade, Padmaja
    Ramachandran, Girish
    Maachani, Uday B.
    Rizzo, Mark A.
    Okada, Tetsuya
    Prywes, Ron
    Cross, Alan S.
    Mori, Kazutoshi
    Kalvakolanu, Dhananjaya V.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (26) : 10316 - 10321
  • [8] Non-transplant therapies for patients with hepatocellular carcinoma and Child-Pugh-Turcotte class B cirrhosis
    Granito, Alessandro
    Bolondi, Luigi
    [J]. LANCET ONCOLOGY, 2017, 18 (02) : E101 - E112
  • [9] Downregulation of PLZF in human hepatocellular carcinoma and its clinical significance
    Hui, Anselm Wang-Hei
    Lau, Hon-Wai
    Cao, Cyanne Ye
    Zhou, Jun-Wei
    Lai, Paul Bo-San
    Tsui, Stephen Kwok-Wing
    [J]. ONCOLOGY REPORTS, 2015, 33 (01) : 397 - 402
  • [10] DAP kinase links the control of apoptosis to metastasis
    Inbal, B
    Cohen, O
    PolakCharcon, S
    Kopolovic, J
    Vadai, E
    Eisenbach, L
    Kimchi, A
    [J]. NATURE, 1997, 390 (6656) : 180 - 184