| Literature DB >> 20070897 |
Pavlo L Kovalenko1, Zhentao Zhang, Min Cui, Steve K Clinton, James C Fleet.
Abstract
BACKGROUND: Prostate cancer is the second leading cause of cancer mortality among US men. Epidemiological evidence suggests that high vitamin D status protects men from prostate cancer and the active form of vitamin D, 1alpha,25 dihydroxyvitamin D3 (1,25(OH)2D) has anti-cancer effects in cultured prostate cells. Still, the molecular mechanisms and the gene targets for vitamin D-mediated prostate cancer prevention are unknown.Entities:
Mesh:
Substances:
Year: 2010 PMID: 20070897 PMCID: PMC2820456 DOI: 10.1186/1471-2164-11-26
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Transcripts that were significantly differentially expressed (5% FDR) in RWPE1 cells after treatment with 1,25(OH)2D.
| Up (>1.5×) | Down (>1.5×) | Total (>1.5×) | |
|---|---|---|---|
| 954(696) | 617(340) | 1571(1036) | |
| 1083(371) | 733(243) | 1816(614) | |
| 1343(410) | 2223(639) | 3566(1049) | |
| 2537(1076) | 3009(956) | 5435(2012) | |
| 182(115) | 80(37) | 262(152) |
*"Any time point" indicates transcripts that were regulated in at least one time point. "All time points" indicates transcripts that were differentially expressed in the same direction at all three time points.
RT-PCR validation of expression values from microarray analysis for selected genes in primary human prostate epithelial cells (hPEC), and LNCaP cells.
| RWPE1 - Microarray (n = 4) | hPEC(n = 3) | LNCaP (n = 3) | |||||
|---|---|---|---|---|---|---|---|
| Gene | 6 h | 24 h | 48 h | #1 | #2 | #3 | 8 h |
| 1072* | 73.9* | 63.2* | 231 ± 5* | 790 ± 192* | 959 ± 184* | 39.2 ± 2.6* | |
| 226* | 27.6* | 27.4* | 6.3 ± 0.8* | 19.6 ± 1.3* | 33.8 ± 8.0* | 1.6 ± 0.3 | |
| 7.1* | 1.1 | 1.5* | 2.1 ± 0.2* | 6.0 ± 0.1* | 9.6 ± 1.8* | 4.1 ± 0.9* | |
| 3.0* | -2.7* | -6.4* | 3.1 ± 0.4* | 38.0 ± 3.1* | 22.0 ± 4.8 | 2.9 ± 0.3* | |
| 13.5* | 3.8 | 2.9* | 1.6 ± 0.1* | 5.2 ± 1.0 | 4.3 ± 0.2* | 1.3 ± 0.1 | |
| 5.6* | 1.0 | 1.0 | -1.1 ± 0.1 | -1.2 ± 0.3 | -1.3 ± 0.1 | 2.7 ± 0.1* | |
| 19.5* | 13.4* | 18.5* | 4.1 ± 0.2* | 2.5 ± 0.6 | 5.7 ± 0.3* | 2.2 ± 0.4* | |
| 2.5* | 1.5* | 1.7* | 1.1 ± 0.2 | -1.4 ± 0.2 | -1.3 ± 0.1 | 1.8 ± 0.2* | |
| -2.7* | -2.3* | -1.4* | -1.3 ± 0.1 | -1.2 ± 0.2 | -1.3 ± 0.3 | 1.4 ± 0.1 | |
| -5.0* | -2.3* | -2.6* | -3.1 ± 0.2 | -1.5 ± 0.3 | -1.6 ± 0.3 | 3.2 ± 0.1* | |
| 9.9* | 1.0 | 1.0 | 4.1 ± 0.8* | 5.1 ± 1.8* | 5.3 ± 1.9 | 7.1 ± 1.3 | |
| A# | A# | A# | 23.3 ± 5.0* | 86.0 ± 20.6* | 153 ± 40.6* | 4.6 ± 0.1* | |
Data are expressed as mean fold change +SEM of GAPDH-normalized expression (in arbitrary units).
* p < 0.05 (RT-PCR) or FDR<5% (Microarray data), # Absent
Figure 1Real Time-PCR and ChIP validation of differential regulation of selected transcripts. (A) Correlation between Microarray and Real Time-PCR data. 9 transcripts identified as differentially expressed by microarray (TXNRD1, IGFBP3, P2RY2, Cyp26B1, SEMA3B, SEMA3F, VAV3, AKAP12 and APCDD1) were examined by Real Time-PCR for 1,25(OH)2D-induced changes in expression at the 6, 24, and 48 h. Fold changes of RT-PCR validated transcripts were compared across their fold change identified in microarray analysis. The regression line was defined by the following equation: PCR fold change = 0.91(Microarray data fold change) + 0.09; r2 = 0.64. (B) ChIP assays of VDR recruitment to putative VDR binding sites. RWPE1 cells were treated with vehicle or 10 nM 1,25(OH)2D for 3 h. DNA precipitates were measured with RT-PCR using primers spanning known VDREs (CYP24, TRPV6 and SEMA3B) and predicted VDREs (CYP26B1 and AKAP12). The results are shown as mean ± SEM (n = 3).
Figure 2Self-organizing map analysis of transcripts significantly differentially expressed after 1,25(OH). Transcripts that were found to be significantly differentially expressed (FDR<5%) in at least one time point by 1,25(OH)2D treatment (n = 5435) were clustered into 12 groups using self organizing map. The X-axis for each cluster represents hours after treatment (6, 24 and 48 h). The Y-axis for each cluster represents normalized relative level of mRNA expression (in arbitrary units). The number of genes within each cluster in listed at the top, along with the cluster number.
Number of genesets that were significantly altered in GSA analysis of microarray data from 1,25(OH)2D treated RWPE1 cells (FDR<5%).
| 6 h | 24 h | 48 h | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Geneset* | c2 | c3 | c4 | c2 | c3 | c4 | c2 | c3 | c4 |
| 69 | 20 | 0 | 49 | 16 | 12 | 47 | 26 | 17 | |
| 57 | 21 | 16 | 43 | 12 | 20 | 94 | 29 | 25 | |
| 126 | 41 | 16 | 92 | 28 | 32 | 141 | 55 | 42 | |
* c2: curated; c3: motif; c4: cancer computational
Representative genesets identified with GSA analysis as significantly enriched after 1,25(OH)2D treatment of RWPE1 cells (FDR<5%).
| Induced | Suppressed | |
|---|---|---|
| Vitamin D target genes (c3:465, 796, 797) | VEGF target genes (c2:1600, 1603, 1604, 1605) | |
| Vitamin D target genes (c3:465) | VEGF target genes (c2:1600, 1602, 1604, 1605) | |
| Vitamin D target genes (c3:465) | VEGF target genes (c2:1600, 1602, 1604) |
The geneset collection number shown in parenthesis is followed by ID numbers of changed genesets (c2-curated genesets, c3- motif genesets, see Additional files 2 and 3).
GenMAPP analysis of the pathways and biological processes modified by 1,25(OH)2D treatment in RWPE1 cells.
| MAPP Name | %1 | Z2 | P3 | MAPP Name | % | Z | P |
|---|---|---|---|---|---|---|---|
| Oxidative Stress | 35 | 5.7 | 0 | Wnt Signaling | 11 | 2.2 | 0.035 |
| MAPK signaling pathway KEGG | 13 | 3.2 | 0.002 | IL-1 NetPath 13 | 11 | 1.8 | 0.076 |
| 2-Tissues-Muscle, Fat and Connective | 15 | 2.4 | 0.031 | Phosphatidylinositol signaling system | 8 | 1.8 | 0.091 |
| TGFβ signaling pathway | 10 | 1.8 | 0.092 | ||||
| Cell differentiation (30154) | 5 | 2.0 | 0.062 | Cell proliferation (8283) | 7 | 3.6 | 0 |
| Response to stress (6950) | 12 | 3.2 | 0 | Positive regulation of cell proliferation (8284) | 8 | 1.8 | 0.072 |
| Apoptosis (8219) | 30 | 2.4 | 0.013 | Anti-apoptosis (6916) | 10 | 3.1 | 0.007 |
| Regulation of transcription from RNA polymerase II promoter (6357) | 10 | 2.5 | 0.013 | Transcriptional repressor activity (16564) | 7 | 2.1 | 0.039 |
| Signal transduction (7165) | 13 | 7.9 | 0 | Signal transduction (7165) | 5 | 2.8 | 0.007 |
| Lipid metabolism (6629) | 7 | 2.1 | 0.035 | ||||
| Oxidative Stress | 23 | 3.4 | 0.005 | Delta-Notch NetPath 3 | 15 | 4.2 | 0.001 |
| Sterol biosynthesis | 28 | 3.6 | 0.003 | Focal adhesion KEGG | 12 | 4.0 | 0.001 |
| Nitrogen metabolism | 33 | 4.2 | 0.005 | Hedgehog NetPath 10 | 27 | 4.0 | 0.011 |
| Glycolysis and Gluconeogenesis | 15 | 2.3 | 0.036 | TGF receptor NetPath 7 | 10 | 2.8 | 0.009 |
| 2-Tissues-Muscle, Fat and Connective | 26 | 5.4 | 0 | Androgen-Receptor NetPath 2 | 10 | 2.4 | 0.022 |
| Lipid metabolism (6629) | 9 | 3.1 | 0.003 | Cell proliferation (8283) | 8 | 3.5 | 0.001 |
| Cell adhesion (7155) | 9 | 2.4 | 0.014 | Cell motility (6928) | 11 | 4.4 | 0 |
| Development (7275) | 7 | 2.2 | 0.032 | Immune response (6955) | 8 | 4.5 | 0 |
| Ion transport (6811) | 9 | 2.8 | 0.01 | Signal transduction (7165) | 6 | 5.4 | 0 |
| Oxidative Stress | 23 | 2.7 | 0.013 | Inflammatory Response Pathway | 60 | 5.4 | 0 |
| Glutathione metabolism | 22 | 2.2 | 0.061 | Delta-Notch NetPath 3 | 22 | 2.3 | 0.017 |
| Nitrogen metabolism | 47 | 5.4 | 0 | Focal adhesion KEGG | 23 | 3.8 | 0 |
| Glycerolipid metabolism | 18 | 3.0 | 0.006 | TGF receptor NetPath 7 | 23 | 3.7 | 0 |
| 2-Tissues-Muscle, Fat and Connective | 28 | 5.0 | 0 | Androgen-Receptor NetPath 2 | 23 | 2.9 | 0.003 |
| Lipid metabolism (6629) | 12 | 5.6 | 0 | Cell proliferation (8283) | 19 | 4.3 | 0 |
| Steroid metabolism (8202) | 15 | 3.8 | 0 | Extracellular matrix (31012) | 28 | 5.7 | 0 |
| Cell adhesion (7155) | 13 | 3.2 | 0.001 | Immune response (6955) | 26 | 8.5 | 0 |
| Cell redox homeostasis (45454) | 33 | 2.6 | 0.033 | Angiogenesis (1525) | 36 | 3.8 | 0 |
| Ion transport (6811) | 12 | 4.2 | 0 | Signal transduction (7165) | 14 | 3.4 | 0.005 |
1% = percent in map changed; 2Z = Z score; 3P = permuted P value
Metacore analysis of the pathways modified by 1,25(OH)2D treatment in RWPE1 cells (p < 0.05).
| Metacore Map | p-Value | Genes changed |
|---|---|---|
| Apoptosis and survival_NGF activation of NF-kB | 2.89E-03 | 6 |
| Transcription: p53 signaling pathway | 2.33E-02 | 5 |
| Inhibitory action of Lipoxins on pro-inflammatory TNF-alpha signaling | 2.33E-02 | 5 |
| Arachidonic acid production | 1.76E-03 | 6 |
| Transcription_NF-kB signaling pathway | 2.29E-02 | 4 |
| Development_WNT signaling pathway. Part 2 | 1.48E-02 | 6 |
| Development_Notch signaling pathway | 4.17E-02 | 4 |
| Transcription_Androgen receptor nuclear signaling | 3.68E-02 | 5 |
| Oxidative phosphorylation | 5.66E-04 | 13 |
| Cell adhesion_ECM remodeling | 2.02E-02 | 7 |
| Role of tetraspanins in the integrin-mediated cell adhesion | 4.62E-02 | 6 |
| Prostaglandin 2 biosynthesis and metabolism FM | 2.93E-03 | 5 |
| Immune response_IL6 signaling pathway | 3.85E-03 | 10 |
| Immune response_IFN gamma signaling pathway | 2.06E-04 | 9 |
| Cell cycle Nucleocytoplasmic transport of CDK/Cyclins | 6.04E-05 | 7 |
| Cell cycle_Role of APC in cell cycle regulation | 7.19E-03 | 6 |
| Cell cycle_Regulation of G1/S transition (part 2) | 6.07E-03 | 6 |
| Oxidative phosphorylation | 2.17E-02 | 11 |
| Regulation of lipid metabolism_Insulin regulation of fatty acid metabolism | 1.37E-02 | 8 |
| Glycolysis and gluconeogenesis (short map) | 3.43E-03 | 7 |
| Apoptosis and survival_p53-dependent apoptosis | 3.54E-02 | 5 |
| Prostaglandin 2 biosynthesis and metabolism FM | 1.27E-03 | 6 |
| Cell cycle_Role of APC in cell cycle regulation | 2.92E-04 | 14 |
| Immune response_Antiviral actions of Interferons | 4.07E-05 | 16 |
| Immune response_PGE2 common pathways | 5.22E-04 | 16 |
| Development_TGF-beta receptor signaling | 3.94E-04 | 15 |
| Development_VEGF-family signaling | 1.68E-02 | 9 |
| Peroxisomal branched chain fatty acid oxidation | 3.51E-04 | 8 |
| Cytoskeleton remodeling_Keratin filaments | 8.37E-04 | 13 |
| Development_TGF-beta receptor signaling | 8.65E-03 | 13 |
| Development_VEGF signaling and activation | 3.92E-02 | 10 |
| Cell Adhesion_ECM remodeling | 3.94E-02 | 11 |
| Apoptosis and survival_caspase cascade | 6.47E-03 | 9 |
| Immune Response_IL-27 signaling pathway | 3.14E-04 | 12 |
| Development_Notch Signaling Pathway | 5.70E-04 | 16 |
| Cell cycle_Regulation of G1/S transition (part 1) | 6.25E-07 | 24 |
| Transcription_Androgen Receptor nuclear signaling | 3.38E-03 | 18 |
| Cell adhesion_Ephrins signaling | 8.47E-03 | 14 |
| Development_VEGF-family signaling | 3.86E-02 | 10 |