Cross-species global and subset gene expression profiling identifies genes involved in prostate cancer response to selenium

被引:22
作者
Schlicht, M
Matysiak, B
Brodzeller, T
Wen, XY
Liu, H
Zhou, GH
Dhir, R
Hessner, MJ
Tonellato, P
Suckow, M
Pollard, M
Datta, MW
机构
[1] Med Coll Wisconsin, Dept Pathol, Milwaukee, WI 53226 USA
[2] Emory Univ, Sch Med, Dept Pathol, Winship Canc Inst, Atlanta, GA 30322 USA
[3] Med Coll Wisconsin, Bioinformat Program, Milwaukee, WI 53226 USA
[4] Med Coll Wisconsin, Human & Mol Genet Ctr, Milwaukee, WI 53226 USA
[5] Univ Pittsburgh, Med Ctr, Dept Pathol, Pittsburgh, PA 15242 USA
[6] Med Coll Wisconsin, Dept Pediat, Milwaukee, WI 53226 USA
[7] Med Coll Wisconsin, Dept Physiol, Milwaukee, WI 53226 USA
[8] Univ Notre Dame, Lobund Labs, Walther Canc Ctr, Notre Dame, IN 46556 USA
关键词
D O I
10.1186/1471-2164-5-58
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Gene expression technologies have the ability to generate vast amounts of data, yet there often resides only limited resources for subsequent validation studies. This necessitates the ability to perform sorting and prioritization of the output data. Previously described methodologies have used functional pathways or transcriptional regulatory grouping to sort genes for further study. In this paper we demonstrate a comparative genomics based method to leverage data from animal models to prioritize genes for validation. This approach allows one to develop a disease-based focus for the prioritization of gene data, a process that is essential for systems that lack significant functional pathway data yet have defined animal models. This method is made possible through the use of highly controlled spotted cDNA slide production and the use of comparative bioinformatics databases without the use of cross-species slide hybridizations. Results: Using gene expression profiling we have demonstrated a similar whole transcriptome gene expression patterns in prostate cancer cells from human and rat prostate cancer cell lines both at baseline expression levels and after treatment with physiologic concentrations of the proposed chemopreventive agent Selenium. Using both the human PC3 and rat PAII prostate cancer cell lines have gone on to identify a subset of one hundred and fifty-four genes that demonstrate a similar level of differential expression to Selenium treatment in both species. Further analysis and data mining for two genes, the Insulin like Growth Factor Binding protein 3, and Retinoic X Receptor alpha, demonstrates an association with prostate cancer, functional pathway links, and protein-protein interactions that make these genes prime candidates for explaining the mechanism of Selenium's chemopreventive effect in prostate cancer. These genes are subsequently validated by western blots showing Selenium based induction and using tissue microarrays to demonstrate a significant association between downregulated protein expression and tumorigenesis, a process that is the reverse of what is seen in the presence of Selenium. Conclusions: Thus the outlined process demonstrates similar baseline and selenium induced gene expression profiles between rat and human prostate cancers, and provides a method for identifying testable functional pathways for the action of Selenium's chemopreventive properties in prostate cancer.
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页数:11
相关论文
共 47 条
  • [1] INSULIN-LIKE GROWTH FACTOR-I (IGF-I) AND RETINOIC ACID MODULATION OF IGF-BINDING PROTEINS (IGFBPS) - IGFBP-2, IGFBP-3, AND IGFBP-4 GENE-EXPRESSION AND PROTEIN SECRETION IN A BREAST-CANCER CELL-LINE
    ADAMO, ML
    SHAO, ZM
    LANAU, F
    CHEN, JC
    CLEMMONS, DR
    ROBERTS, CT
    LEROITH, D
    FONTANA, JA
    [J]. ENDOCRINOLOGY, 1992, 131 (04) : 1858 - 1866
  • [2] Signalling pathways involved in antiproliferative effects of IGFBP-3: a review
    Baxter, RC
    [J]. JOURNAL OF CLINICAL PATHOLOGY-MOLECULAR PATHOLOGY, 2001, 54 (03): : 145 - 148
  • [3] Selenomethionine does not affect PSA secretion independent of its effect on LNCaP cell growth
    Bhamre, S
    Whitin, JC
    Cohen, HJ
    [J]. PROSTATE, 2003, 54 (04) : 315 - 321
  • [4] Retinoic acid receptors and retinoid X receptors in the rat testis during fetal and postnatal development: Immunolocalization and implication in the control of the number of gonocytes
    Boulogne, B
    Levacher, C
    Durand, P
    Habert, R
    [J]. BIOLOGY OF REPRODUCTION, 1999, 61 (06) : 1548 - 1557
  • [5] CHANG CF, 1977, INVEST UROL, V14, P331
  • [6] Discrimination between paralogs using microarray analysis: Application to the Yap1p and Yap2p transcriptional networks
    Cohen, BA
    Pilpel, Y
    Mitra, RD
    Church, GM
    [J]. MOLECULAR BIOLOGY OF THE CELL, 2002, 13 (05) : 1608 - 1614
  • [7] Evaluation of cyclin expression in testicular germ cell tumors: Cyclin E correlates with tumor type, advanced clinical stage, and pulmonary metastasis
    Datta, MW
    Renshaw, AA
    Dutta, A
    Hoffman, MA
    Loughlin, KR
    [J]. MODERN PATHOLOGY, 2000, 13 (06) : 667 - 672
  • [8] Transition from in situ to invasive testicular germ cell neoplasia is associated with the loss of p21 and gain of mdm-2 expression
    Datta, MW
    Macri, E
    Signoretti, S
    Renshaw, AA
    Loda, M
    [J]. MODERN PATHOLOGY, 2001, 14 (05) : 437 - 442
  • [9] PATIKA: an integrated visual environment for collaborative construction and analysis of cellular pathways
    Demir, E
    Babur, O
    Dogrusoz, U
    Gursoy, A
    Nisanci, G
    Cetin-Atalay, R
    Ozturk, M
    [J]. BIOINFORMATICS, 2002, 18 (07) : 996 - 1003
  • [10] Dong Y, 2003, CANCER RES, V63, P52