Molecular Pathways Involved in Prostate Carcinogenesis: Insights from Public Microarray Datasets

被引:15
作者
Baetke, Sarah C. [1 ,2 ]
Adriaens, Michiel E. [1 ,3 ]
Seigneuric, Renaud [4 ,5 ]
Evelo, Chris T. [1 ]
Eijssen, Lars M. T. [1 ]
机构
[1] Maastricht Univ, Dept Bioinformat BiGCaT, Maastricht, Netherlands
[2] Rhein Westfal TH Aachen, Helmholtz Inst Biomed Engn, Dept Expt Mol Imaging, Aachen, Germany
[3] Univ Amsterdam, Acad Med Ctr, Heart Failure Res Ctr, Dept Expt Cardiol, NL-1105 AZ Amsterdam, Netherlands
[4] Univ Bourgogne, Dijon, France
[5] Fac Med & Pharm Dijon, IFR 100, UMR 866, INSERM, Dijon, France
关键词
EPITHELIAL-MESENCHYMAL TRANSITION; CANCER; CHOLESTEROL; CELLS; METABOLISM; SIGNATURES; EXPRESSION; MODEL;
D O I
10.1371/journal.pone.0049831
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Prostate cancer is currently the most frequently diagnosed malignancy in men and the second leading cause of cancer-related deaths in industrialized countries. Worldwide, an increase in prostate cancer incidence is expected due to an increased life-expectancy, aging of the population and improved diagnosis. Although the specific underlying mechanisms of prostate carcinogenesis remain unknown, prostate cancer is thought to result from a combination of genetic and environmental factors altering key cellular processes. To elucidate these complex interactions and to contribute to the understanding of prostate cancer progression and metastasis, analysis of large scale gene expression studies using bioinformatics approaches is used to decipher regulation of core processes. Methodology/Principal Findings: In this study, a standardized quality control procedure and statistical analysis (http://www.arrayanalysis.org/) were applied to multiple prostate cancer datasets retrieved from the ArrayExpress data repository and pathway analysis using PathVisio (http://www.pathvisio.org/) was performed. The results led to the identification of three core biological processes that are strongly affected during prostate carcinogenesis: cholesterol biosynthesis, the process of epithelial-to-mesenchymal transition and an increased metabolic activity. Conclusions: This study illustrates how a standardized bioinformatics evaluation of existing microarray data and subsequent pathway analysis can quickly and cost-effectively provide essential information about important molecular pathways and cellular processes involved in prostate cancer development and disease progression. The presented results may assist in biomarker profiling and the development of novel treatment approaches.
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页数:11
相关论文
共 34 条
[1]   Fatty acid synthase: A metabolic oncogene in prostate cancer? [J].
Baron, A ;
Migita, T ;
Tang, D ;
Loda, M .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2004, 91 (01) :47-53
[2]   Molecular alterations in primary prostate cancer after androgen ablation therapy [J].
Best, CJM ;
Gillespie, JW ;
Yi, YJ ;
Chandramouli, GVR ;
Perlmutter, MA ;
Gathright, Y ;
Erickson, HS ;
Georgevich, L ;
Tangrea, MA ;
Duray, PH ;
González, S ;
Velasco, A ;
Linehan, WM ;
Matusik, RJ ;
Price, DK ;
Figg, WD ;
Emmert-Buck, MR ;
Chuaqui, RF .
CLINICAL CANCER RESEARCH, 2005, 11 (19) :6823-6834
[3]  
Carew JS, 2002, PNAS, V1, P1
[4]   Evolving gene/transcript definitions significantly alter the interpretation of GeneChip data [J].
Dai, MH ;
Wang, PL ;
Boyd, AD ;
Kostov, G ;
Athey, B ;
Jones, EG ;
Bunney, WE ;
Myers, RM ;
Speed, TP ;
Akil, H ;
Watson, SJ ;
Meng, F .
NUCLEIC ACIDS RESEARCH, 2005, 33 (20) :e175.1-e175.9
[5]   Altered metabolism and mitochondrial genome in prostate cancer [J].
Dakubo, GD ;
Parr, RL ;
Costello, LC ;
Franklin, RB ;
Thayer, RE .
JOURNAL OF CLINICAL PATHOLOGY, 2006, 59 (01) :10-16
[6]   Prostate cancer: a serious disease suitable for prevention [J].
Fitzpatrick, John M. ;
Schulman, Claude ;
Zlotta, Alexandre R. ;
Schroder, Fritz H. .
BJU INTERNATIONAL, 2009, 103 (07) :864-870
[7]   Metabolic alterations and targeted therapies in prostate cancer [J].
Flavin, Richard ;
Zadra, Giorgia ;
Loda, Massimo .
JOURNAL OF PATHOLOGY, 2011, 223 (02) :283-294
[8]   Cholesterol and prostate cancer [J].
Freeman, MR ;
Solomon, KR .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2004, 91 (01) :54-69
[9]   Bioconductor: open software development for computational biology and bioinformatics [J].
Gentleman, RC ;
Carey, VJ ;
Bates, DM ;
Bolstad, B ;
Dettling, M ;
Dudoit, S ;
Ellis, B ;
Gautier, L ;
Ge, YC ;
Gentry, J ;
Hornik, K ;
Hothorn, T ;
Huber, W ;
Iacus, S ;
Irizarry, R ;
Leisch, F ;
Li, C ;
Maechler, M ;
Rossini, AJ ;
Sawitzki, G ;
Smith, C ;
Smyth, G ;
Tierney, L ;
Yang, JYH ;
Zhang, JH .
GENOME BIOLOGY, 2004, 5 (10)
[10]   Analysis of gene expression in prostate cancer epithelial and interstitial stromal cells using laser capture microdissection [J].
Gregg, Jennifer L. ;
Brown, Kathleen E. ;
Mintz, Eric M. ;
Piontkivska, Helen ;
Fraizer, Gail C. .
BMC CANCER, 2010, 10