Identification of new hub genes associated with bladder carcinoma via bioinformatics analysis

被引:24
作者
Jia, Zhuomin [1 ]
Ai, Xing [1 ]
Sun, Fengling [1 ]
Zang, Tong [1 ]
Guan, Yawei [1 ]
Gao, Feng [1 ]
机构
[1] Beijing PLA, Mil Gen Hosp, Dept Urol, Beijing 100700, Peoples R China
来源
TUMORI JOURNAL | 2015年 / 101卷 / 01期
关键词
Bladder carcinoma; Differentially expressed genes; Gene ontology; Hub gene; Protein-protein interactions network; CANCER; EXPRESSION; PROTEINS; PROGRESSION; PATHWAYS; BURDEN; GROWTH; CDC20; P21; PRB;
D O I
10.5301/tj.5000196
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Aims and Background: Bladder carcinoma (BC) is one of the most common malignant cancers worldwide. Several genes related to the mechanism of BC have been studied in recent years, but the current understanding of BC is still rather limited. This study aimed to find new differentially expressed genes (DEGs) associated with the occurrence and development of BC. Methods: In this work, we downloaded gene expression data from Gene Expression Omnibus under accession number GSE27448, which included 10 GeneChips from urinary BC tissues and 5 from normal tissues. DEGs were identified by the LIMMA package in R. Then the protein-protein interactions (PPIs) networks were analyzed with the database of Search Tool for the Retrieval of Interacting Genes, and gene ontology (GO) was applied to explore the underlying function of the DEGs using the Database for Annotation, Visualization and Integrated Discovery. Results: A total of 2,068 DEGs were found between BC and normal tissues. These genes were involved in 49 functional clusters. The top 10 highest degree nodes, such as POLR2F/2H (DNA directed RNA polymerase II polypeptide F/polypeptide H) and RPS14/15 (ribosomal protein S14/S15), were proven to be hub nodes in the PPIs network. ITGA7 (integrin, alpha 7), GRB14 (growth factor receptor-bound protein 14), CDC20 (cell division cycle 20) and PSMB1 (proteasome subunit, beta type, 1) were significant DEGs identified in the functional clusters. Conclusions: Genes such as POLR2F/2H, RPS14/15, ITGA7, GRB14, CDC20 and PSMB1 were forecast to play important roles in the occurrence and progression of BC.
引用
收藏
页码:117 / 122
页数:6
相关论文
共 48 条
[1]  
[Anonymous], 2020, CA Cancer J Clin, DOI DOI 10.3322/CAAC.21590
[2]  
Antonacopoulou AG, 2008, ANTICANCER RES, V28, P1221
[3]   GRB-7 facilitates HER-2/Neu-mediated signal transduction and tumor formation [J].
Bai, Tao ;
Luoh, Shiuh-Wen .
CARCINOGENESIS, 2008, 29 (03) :473-479
[4]   Integrins [J].
Barczyk, Malgorzata ;
Carracedo, Sergio ;
Gullberg, Donald .
CELL AND TISSUE RESEARCH, 2010, 339 (01) :269-280
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   A comparison of normalization methods for high density oligonucleotide array data based on variance and bias [J].
Bolstad, BM ;
Irizarry, RA ;
Åstrand, M ;
Speed, TP .
BIOINFORMATICS, 2003, 19 (02) :185-193
[7]   Regulation and functional roles of Grb14 [J].
Cariou, B ;
Bereziat, V ;
Moncoq, K ;
Kasus-Jacobi, A ;
Perdereau, D ;
Le Marcis, V ;
Burnol, AF .
FRONTIERS IN BIOSCIENCE-LANDMARK, 2004, 9 :1626-1636
[8]   Combined effects of p53, p21, and pRb expression in the progression of bladder transitional cell carcinoma [J].
Chatterjee, SJ ;
Datar, R ;
Youssefzadeh, D ;
George, B ;
Goebell, PJ ;
Stein, JP ;
Young, LL ;
Shi, SR ;
Gee, C ;
Groshen, S ;
Skinner, DG ;
Cote, RJ .
JOURNAL OF CLINICAL ONCOLOGY, 2004, 22 (06) :1007-1013
[9]   Molecular alterations associated with bladder cancer initiation and progression [J].
Cordon-Cardo, Carlos .
SCANDINAVIAN JOURNAL OF UROLOGY AND NEPHROLOGY, 2008, 42 :154-165
[10]   Ribosomal Proteins RPL37, RPS15 and RPS20 Regulate the Mdm2-p53-MdmX Network [J].
Daftuar, Lilyn ;
Zhu, Yan ;
Jacq, Xavier ;
Prives, Carol .
PLOS ONE, 2013, 8 (07)