Gene Expression Profiling Analysis of Castration-Resistant Prostate Cancer

被引:0
作者
Wang, Xuelei [1 ]
Wen, Jiling [1 ]
Li, Rongbing [1 ]
Qiu, Guangming [1 ]
Zhou, Lan [1 ]
Wen, Xiaofei [1 ]
机构
[1] Tongji Univ, Sch Med, East Hosp, Dept Urol, Shanghai 200092, Peoples R China
来源
MEDICAL SCIENCE MONITOR | 2015年 / 21卷
关键词
Genes; abl; Neurology; Prostatic Neoplasms; ANDROGEN RECEPTOR; GROWTH; CAVEOLIN-1; MUTATIONS; REGULATOR; DATABASE;
D O I
暂无
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background: Prostate cancer is a global health issue. Usually, men with metastatic disease will progress to castration-resistant prostate cancer (CRPC). We aimed to identify the differentially expressed genes (DEGs) in tumor samples from non-castrated and castrated men from LNCaP Orthotopic xenograft models of prostate cancer and to study the mechanisms of CRPC. Material/Methods: In this work, GSE46218 containing 4 samples from non-castrated men and 4 samples from castrated men was downloaded from Gene Expression Omnibus. We identified DEGs using limma Geoquery in R, the Robust Multiarray Average (RMA) method in Bioconductor, and Bias methods, followed by constructing an integrated regulatory network involving DEGs, miRNAs, and TFs using Cytoscape. Then, we analyzed network motifs of the integrated gene regulatory network using FANMOD. We selected regulatory modules corresponding to network motifs from the integrated regulatory network by Perl script. We preformed gene ontology (GO) and pathway enrichment analysis of DEGs in the regulatory modules using DAVID. Results: We identified total 443 DEGs. We built an integrated regulatory network, found three motifs (motif 1, motif 2 and motif 3), and got two function modules (module 1 corresponded to motif 1, and module 2 corresponded to motif 2). Several GO terms (such as regulation of cell proliferation, positive regulation of macromolecule metabolic process, phosphorylation, and phosphorus metabolic process) and two pathways (pathway in cancer and Melanoma) were enriched. Furthermore, some significant DEGs (such as CAV1, LYN, FGFR3 and FGFR3) were related to CPRC development. Conclusions: These genes might play important roles in the development and progression of CRPC.
引用
收藏
页码:205 / 212
页数:8
相关论文
共 30 条
[1]   Upregulated FGFR1 expression is associated with the transition of hormone-naive to castrate-resistant prostate cancer [J].
Armstrong, K. ;
Ahmad, I. ;
Kalna, G. ;
Tan, S. S. ;
Edwards, J. ;
Robson, C. N. ;
Leung, H. Y. .
BRITISH JOURNAL OF CANCER, 2011, 105 (09) :1362-1369
[2]  
Bennett N, 2009, IUBMB LIFE, V61, P961, DOI [10.1002/IUB.244, 10.1002/iub.244]
[3]  
Dahlman KB, 2012, PLOS ONE, V7, P405
[4]   Factors controlling fibroblast growth factor receptor-1's cytoplasmic trafficking and its regulation as revealed by FRAP analysis [J].
Dunham-Ems, SM ;
Pudavar, HE ;
Myers, JM ;
Maher, PA ;
Prasad, PN ;
Stachowiak, MK .
MOLECULAR BIOLOGY OF THE CELL, 2006, 17 (05) :2223-2235
[5]  
Giri D, 1999, CLIN CANCER RES, V5, P1063
[6]   Lyn is a target gene for prostate cancer:: Sequence-based inhibition induces regression of human tumor xenografts [J].
Goldenberg-Furmanov, M ;
Stein, I ;
Pikarsky, E ;
Rubin, H ;
Kasem, S ;
Wygoda, M ;
Weinstein, I ;
Reuveni, H ;
Ben-Sasson, SA .
CANCER RESEARCH, 2004, 64 (03) :1058-1066
[7]   FGFR3 mutations in prostate cancer: association with low-grade tumors [J].
Hernandez, Silvia ;
de Muga, Silvia ;
Agell, Laia ;
Juanpere, Nuria ;
Esgueva, Raquel ;
Lorente, Jose A. ;
Mojal, Sergi ;
Serrano, Sergio ;
Lloreta, Josep .
MODERN PATHOLOGY, 2009, 22 (06) :848-856
[8]   MicroRNA miR-548d Is a Superior Regulator in Pancreatic Cancer [J].
Heyn, Holger ;
Schreek, Sabine ;
Buurman, Reena ;
Focken, Tim ;
Schlegelberger, Brigitte ;
Beger, Carmela .
PANCREAS, 2012, 41 (02) :218-221
[9]  
Ho A, 2014, MED SCI MONITOR, V20, P818, DOI 10.12659/MSM.890062
[10]   Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources [J].
Huang, Da Wei ;
Sherman, Brad T. ;
Lempicki, Richard A. .
NATURE PROTOCOLS, 2009, 4 (01) :44-57