Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, P.R. China.
Department of Oncology, Jingjiang People's Hospital, Jingjiang, Jiangsu, P.R. China.
J Cell Biochem. 2019 Dec;120(12):19496-19508. doi: 10.1002/jcb.29253. Epub 2019 Jul 11.
Pancreatic cancer (Pa) is a malignant tumor of the digestive tract with high degree of malignancy, this study aimed to obtain the hub genes in the tumorigenesis of Pa. Microarray datasets GSE15471, GSE16515, and GSE62452 were downloaded from Gene Expression Omnibus (GEO) database, GEO2R was conducted to screen the differentially expressed genes (DEGs), and functional enrichment analyses were carried out by Database for Annotation, Visualization and Integrated Discovery (DAVID). The protein-protein interaction (PPI) network was constructed with the Search Tool for the Retrieval of Interacting Genes (STRING), and the hub genes were identified by Cytoscape. Totally 205 DEGs were identified, consisting of 51 downregulated genes and 154 upregulated genes enriched in Gene Ontology terms including extracellular matrix (ECM) organization, collagen binding, cell adhesion, and pathways associated with ECM-receptor interaction, focal adhesion, and protein digestion. Two modules in the PPI were chosen and biological process analyses showed that the module genes were mainly enriched in ECM and cell adhesion. Twenty-four hub genes were confirmed, the survival analyses from the cBioPortal online platform revealed that topoisomerase (DNA) II α (TOP2A), periostin (POSTN), plasminogen activator, urokinase (PLAU), and versican (VCAN) may be involved in the carcinogenesis and progression of Pa, and the receiver-operating characteristic curves indicated their diagnostic value for Pa. Among them, TOP2A, POSTN, and PLAU have been previously reported as biomarkers for Pa, and far too little attention has been paid to VCAN. Analysis from R2 online platform showed that Pa patients with high VCAN expression were more sensitive to gemcitabine than those with low level, suggesting that VCAN may be an indicator to guide the use of the chemotherapeutic drug. In vitro experiments also showed that the sensitivity of the VCAN siRNA group to gemcitabine was lower than that of the control group. In conclusion, this study discerned hub genes and pathways related to the development of Pa, and VCAN was identified as a novel biomarker for the diagnose and therapy of Pa.
胰腺癌(Pa)是一种高度恶性的消化道恶性肿瘤。本研究旨在获得肿瘤发生过程中的关键基因。从基因表达综合数据库(GEO)中下载微阵列数据集 GSE15471、GSE16515 和 GSE62452,使用 GEO2R 筛选差异表达基因(DEGs),并通过数据库注释、可视化和综合发现(DAVID)进行功能富集分析。使用搜索工具检索相互作用基因(STRING)构建蛋白质-蛋白质相互作用(PPI)网络,并用 Cytoscape 识别关键基因。共鉴定出 205 个 DEGs,包括 51 个下调基因和 154 个上调基因,这些基因在基因本体术语中富集,包括细胞外基质(ECM)组织、胶原结合、细胞黏附,以及与 ECM-受体相互作用、焦点黏附、蛋白消化相关的途径。选择 PPI 中的两个模块,生物过程分析表明,模块基因主要富集在 ECM 和细胞黏附。确定了 24 个关键基因,cBioPortal 在线平台的生存分析表明,拓扑异构酶(DNA)IIα(TOP2A)、骨桥蛋白(POSTN)、尿激酶型纤溶酶原激活物(PLAU)和软骨素(VCAN)可能参与胰腺癌的发生和发展,受试者工作特征曲线表明它们对胰腺癌具有诊断价值。其中,TOP2A、POSTN 和 PLAU 先前被报道为胰腺癌的生物标志物,但对 VCAN 的关注太少。R2 在线平台的分析表明,VCAN 高表达的胰腺癌患者对吉西他滨的敏感性高于低表达的患者,提示 VCAN 可能是指导化疗药物使用的指标。体外实验也表明,VCAN siRNA 组对吉西他滨的敏感性低于对照组。总之,本研究鉴定了与胰腺癌发展相关的关键基因和途径,并确定 VCAN 是诊断和治疗胰腺癌的新的生物标志物。