Cholangiocarcinoma-associated genes identified by integrative analysis of gene expression data

被引:11
|
作者
Zhong, Wei [1 ]
Dai, Lianzhi [2 ]
Liu, Jing [1 ]
Zhou, Song [1 ]
机构
[1] Xiamen Univ, Dept Gen Surg, Affiliated Southeast Hosp, 269 Zhanghua Middle Rd, Zhangzhou 363000, Fujian, Peoples R China
[2] Xiamen Univ, Dept Med, Affiliated Southeast Hosp, Zhangzhou 363000, Fujian, Peoples R China
关键词
cholangiocarcinoma; microarray; integrative analysis; differentially expressed genes; MOLECULAR INTERACTION DATABASE; INTRAHEPATIC CHOLANGIOCARCINOMA; HEPATOCELLULAR-CARCINOMA; THERAPEUTIC TARGETS; BREAST-CANCER; DIAGNOSIS; UPDATE; TUMOR; NETWORKANALYST; OSTEOPONTIN;
D O I
10.3892/mmr.2018.8594
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Cholangiocarcinoma (CCA) is characterized by delayed diagnosis and poor survival rate. Research efforts have focused on novel diagnostic technologies for this type of cancer. Transcriptomic microarray technology is a useful research strategy for investigating the molecular properties of CCA. The objective of the present study was to identify candidate biomarkers with high potential for clinical application in CCA using a meta-analysis-based approach. Gene expression profiles of CCA were downloaded from the Gene Expression Omnibus database for integrated analysis. All differentially expressed genes (DEGs) were analyzed by Gene Ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment. Protein-protein interaction (PPI) networks were further constructed, hub proteins were identified and functional modules were extracted. Following integrated analysis of the seven eligible datasets (428 cases and 46 controls), a set of 1,080 DEGs was identified, including 710 upregulated and 370 downregulated genes. Functional enrichment analysis demonstrated that chromosome organization' was a significantly enriched GO term in the biological process category. DNA replication', influenza A', and lysosome' were the top three significantly enriched KEGG pathways. Furthermore, PPI network analysis indicated that the significant hub proteins were histone deacetylase 1, cullin-associated NEDD8-dissociated protein 1, ubiquitin D, early growth response protein 1 and glycogen synthase kinase 3. The majority of these proteins are involved in CCA. These results provided a set of targets that may help researchers to clarify further the underlying mechanisms of CCA tumorigenesis.
引用
收藏
页码:5744 / 5753
页数:10
相关论文
共 50 条
  • [31] Integrative analysis of DNA methylation and gene expression to identify key epigenetic genes in glioblastoma
    Jia, Danyun
    Lin, Wei
    Tang, Hongli
    Cheng, Yifan
    Xu, Kaiwei
    He, Yanshu
    Geng, Wujun
    Dai, Qinxue
    AGING-US, 2019, 11 (15): : 5579 - 5592
  • [32] Identification of Key Genes and Pathways in Pancreatic Cancer Gene Expression Profile by Integrative Analysis
    Lu, Wenzong
    Li, Ning
    Liao, Fuyuan
    GENES, 2019, 10 (08)
  • [33] NOVEL GENES ASSOCIATED WITH MENINGIOMA PROGRESSION IDENTIFIED WITH MICROARRAY-BASED GENE EXPRESSION PROFILING
    Perez-Magan, Elisa
    Ruano, Yolanda
    Melendez, Barbara
    Juarez, Rocio
    Perez-Bautista, Gerardo
    Ribalta, Teresa
    Fiano, Concepcion
    de Lope, Angel Rodriguez
    NEURO-ONCOLOGY, 2009, 11 (05) : 604 - 604
  • [34] Novel estrogen and tamoxifen induced genes identified by SAGE (Serial Analysis of Gene Expression)
    Pankaj Seth
    Ian Krop
    Dale Porter
    Kornelia Polyak
    Oncogene, 2002, 21 : 836 - 843
  • [35] Novel estrogen and tamoxifen induced genes identified by SAGE (Serial Analysis of Gene Expression)
    Seth, P
    Krop, I
    Porter, D
    Polyak, K
    ONCOGENE, 2002, 21 (05) : 836 - 843
  • [36] Prognostic Genes of Breast Cancer Identified by Gene Co-expression Network Analysis
    Tang, Jianing
    Kong, Deguang
    Cui, Qiuxia
    Wang, Kun
    Zhang, Dan
    Gong, Yan
    Wu, Gaosong
    FRONTIERS IN ONCOLOGY, 2018, 8
  • [37] Integrative analysis of gene expression associated with epilepsy in human epilepsy and animal models
    Chen, Hengling
    Xu, Guozheng
    Du, Hao
    Yi, Minhan
    Li, Chenhong
    MOLECULAR MEDICINE REPORTS, 2016, 13 (06) : 4920 - 4926
  • [38] Integrative analysis of epilepsy-associated genes reveals expression-phenotype correlations
    Chi, Wanhao
    Kiskinis, Evangelos
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [39] Integrative analysis of epilepsy-associated genes reveals expression-phenotype correlations
    Wanhao Chi
    Evangelos Kiskinis
    Scientific Reports, 14
  • [40] DBComposer: AN R PACKAGE FOR INTEGRATIVE ANALYSIS AND MANAGEMENT OF GENE EXPRESSION MICROARRAY DATA
    Kong, Lingjia
    Aho, Kaisa-Leena
    Granberg, Kirsi
    Roos, Christophe
    Autio, Reija
    2013 IEEE INTERNATIONAL WORKSHOP ON GENOMIC SIGNAL PROCESSING AND STATISTICS (GENSIPS 2013), 2013, : 92 - 93