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.
引用
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页数:17
相关论文
共 37 条
  • [11] Gene Expression Patterns Associated With Histopathology in Toxic Liver Fibrosis
    Ippolito, Danielle L.
    AbdulHameed, Mohamed Diwan M.
    Tawa, Gregory J.
    Baer, Christine E.
    Permenter, Matthew G.
    McDyre, Bonna C.
    Dennis, William E.
    Boyle, Molly H.
    Hobbs, Cheryl A.
    Streicker, Michael A.
    Snowden, Bobbi S.
    Lewis, John A.
    Wallqvist, Anders
    Stallings, Jonathan D.
    [J]. TOXICOLOGICAL SCIENCES, 2016, 149 (01) : 67 - 88
  • [12] Hypermethylation of DAPK1 is an independent prognostic factor predicting survival in diffuse large B-cell lymphoma
    Kristensen, Lasse Sommer
    Asmar, Fazila
    Dimopoulos, Konstantinos
    Nygaard, Mette Kathrine
    Aslan, Derya
    Hansen, Jakob Werner
    Ralfkiaer, Elisabeth
    Gronbaek, Kirsten
    [J]. ONCOTARGET, 2014, 5 (20) : 9798 - 9810
  • [13] Innovation - The Connectivity Map: a new tool for biomedical research
    Lamb, Justin
    [J]. NATURE REVIEWS CANCER, 2007, 7 (01) : 54 - 60
  • [14] The connectivity map: Using gene-expression signatures to connect small molecules, genes, and disease
    Lamb, Justin
    Crawford, Emily D.
    Peck, David
    Modell, Joshua W.
    Blat, Irene C.
    Wrobel, Matthew J.
    Lerner, Jim
    Brunet, Jean-Philippe
    Subramanian, Aravind
    Ross, Kenneth N.
    Reich, Michael
    Hieronymus, Haley
    Wei, Guo
    Armstrong, Scott A.
    Haggarty, Stephen J.
    Clemons, Paul A.
    Wei, Ru
    Carr, Steven A.
    Lander, Eric S.
    Golub, Todd R.
    [J]. SCIENCE, 2006, 313 (5795) : 1929 - 1935
  • [15] Death-Associated Protein Kinase 1 Phosphorylates Pin1 and Inhibits Its Prolyl Isomerase Activity and Cellular Function
    Lee, Tae Ho
    Chen, Chun-Hau
    Suizu, Futoshi
    Huang, Pengyu
    Schiene-Fischer, Cordelia
    Daum, Sebastian
    Zhang, Yan Jessie
    Goate, Alison
    Chen, Ruey-Hwa
    Zhou, Xiao Zhen
    Lu, Kun Ping
    [J]. MOLECULAR CELL, 2011, 42 (02) : 147 - 159
  • [16] Prediction of Disease-free Survival in Hepatocellular Carcinoma by Gene Expression Profiling
    Lim, Ho-Yeong
    Sohn, Insuk
    Deng, Shibing
    Lee, Jeeyun
    Jung, Sin Ho
    Mao, Mao
    Xu, Jiangchun
    Wang, Kai
    Shi, Stephanie
    Joh, Jae Won
    Choi, Yoon La
    Park, Cheol-Keun
    [J]. ANNALS OF SURGICAL ONCOLOGY, 2013, 20 (12) : 3747 - 3753
  • [17] Tuberous sclerosis-2 (TSC2) regulates the stability of death-associated protein kinase-1 (DAPK) through a lysosome-dependent degradation pathway
    Lin, Yao
    Henderson, Paul
    Pettersson, Susanne
    Satsangi, Jack
    Hupp, Ted
    Stevens, Craig
    [J]. FEBS JOURNAL, 2011, 278 (02) : 354 - 370
  • [18] Matsumoto H, 2003, ANTICANCER RES, V23, P1333
  • [19] Identification of Candidate Small-Molecule Therapeutics to Cancer by Gene-Signature Perturbation in Connectivity Mapping
    McArt, Darragh G.
    Zhang, Shu-Dong
    [J]. PLOS ONE, 2011, 6 (01):
  • [20] β-Catenin Activation in a Novel Liver Progenitor Cell Type Is Sufficient to Cause Hepatocellular Carcinoma and Hepatoblastoma
    Mokkapati, Sharada
    Niopek, Katharina
    Huang, Le
    Cunniff, Kegan J.
    Ruteshouser, E. Cristy
    deCaestecker, Mark
    Finegold, Milton J.
    Huff, Vicki
    [J]. CANCER RESEARCH, 2014, 74 (16) : 4515 - 4525