Li Ling, Guo Libin, Wang Qingshui, Liu Xiaolong, Zeng Yongyi, Wen Qing, Zhang Shudong, Kwok Hang Fai, Lin Yao, Liu Jingfeng
Hepatopancreatobiliary Surgery Department, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian Province, China.
United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China.
PeerJ. 2017 Jul 19;5:e3568. doi: 10.7717/peerj.3568. eCollection 2017.
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 ( = 115; = 0.041), while negative staining of DAPK1 protein was significantly correlated with shorter time to progression ( = 0.002) and overall survival ( = 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.
死亡相关蛋白激酶1(DAPK1)可根据细胞环境以及外部刺激充当癌基因或肿瘤抑制基因。我们的研究旨在从mRNA和蛋白质水平研究DAPK1在肝癌中的预后意义。从三个独立的肝癌数据集中的基因表达综合数据库中提取DAPK1的mRNA表达,而在我们的中国肝癌患者队列中通过免疫组织化学检测DAPK1的蛋白质表达。检测DAPK1表达与临床特征之间的关联。肝癌中DAPK1 mRNA表达下调。低水平的DAPK1 mRNA与肝癌患者队列中的较短生存期相关(n = 115;P = 0.041),而DAPK1蛋白的阴性染色与较短的疾病进展时间(P = 0.002)和总生存期(P = 0.02)显著相关。通过多变量分析,DAPK1是疾病进展时间和总生存期的独立预后标志物。具有β-连环蛋白突变的肝癌具有较低的DAPK1表达,表明DAPK1可能在β-连环蛋白途径下受到调控。此外,我们还鉴定了与DAPK1共同调控的基因。在两个肝癌数据集中,DAPK1表达与IRF2、IL7R、PCOLCE和ZBTB16呈正相关,与SLC16A3呈负相关。在这些基因中,PCOLCE和ZBTB16在肝癌中显著下调,而SLC16A3在肝癌中显著上调。通过对这些共同调控基因的连接图谱分析,我们确定氨曲安奈德和舒必利为可能逆转DAPK1/PCOLCE/ZBTB16/SLC16A3表达的潜在小分子。我们的研究首次证明,DAPK1的mRNA和蛋白质表达水平都是肝癌重要的预后标志物,并鉴定了可能导致DAPK1介导的肝癌发生的基因。