| Literature DB >> 26317032 |
Odiljon Ikromov1, Imad Alkamal1, Ahmed Magheli1, Nadine Ratert1, Mauricio Sendeski2, Kurt Miller1, Hans Krause1, Carsten Kempkensteffen1.
Abstract
Transcriptional silencing, as a result of aberrant promoter hypermethylation, is a common mechanism through which genes in cancer cells become inactive. Functional epigenetic screens using demethylating agents to reexpress transcriptional silenced genes may identify such inactivated genes for needing further evaluation. We aimed to identify genes so far not known to be inactivated by promoter hypermethylation in prostate cancer. DU-145 and LNCaP cells were treated with the DNMT inhibitor zebularine. Expression changes of total RNA from treated and untreated cells were compared using an RNA expression microarray. Genes upregulated more than 2-fold were evaluated by RT-qPCR in 50 cases of paired normal and tumor tissues of prostate cancer patients. SARS was found to be downregulated in prostate cancer in 42/50 cases (84%). In addition, GADD45A and SPRY4 showed a remarkable diminished expression (88% and 74%, resp.). The gold standard for promoter hypermethylation-inactivated genes in prostate cancer (GSTP1) was repressed in 90% of our patient samples. ROC analyses reported statistically significant AUC curves in SARS, GADD45A, and GSTP1 and positive Spearman correlations were found between these genes. SARS was discovered to be a novel gene that is repressed in prostate cancer and could therefore be recommended for its involvement in prostate carcinogenesis.Entities:
Year: 2014 PMID: 26317032 PMCID: PMC4437382 DOI: 10.1155/2014/362164
Source DB: PubMed Journal: J Biomark ISSN: 2090-7699
Patients' clinical parameters.
| Characteristics | Parameters | Patients |
|---|---|---|
| Age, years | Median | 64 |
| Range | 47–74 | |
|
| ||
| Preoperative PSA, ng/mL | Median | 8.7 |
| Range | 1.06–78 | |
|
| ||
| T stage | pT2a | 1 (2) |
| pT2b | 15 (30) | |
| pT2c | 12 (24) | |
| pT3a | 6 (12) | |
| pT3b | 13 (26) | |
| pT3x | 1 (2) | |
| pT4 | 2 (4) | |
|
| ||
| N stage | N0/Nx | 44 (88) |
| N1 | 6 (12) | |
|
| ||
| M stage | M0 | 50 (100) |
|
| ||
| Gleason score | n/a | 1 (2) |
| 3 | 1 (2) | |
| 5 | 15 (30) | |
| 6 | 12 (24) | |
| 7a (3 + 4) | 9 (18) | |
| 7b (4 + 3) | 4 (8) | |
| 8 | 4 (8) | |
| 9 | 4 (8) | |
Figure 1Number of shared ≥1.5-fold upregulated genes in Venn diagrams in three independent biological experiments in PCa cell lines DU-145 (a) and LNCaP (b) after treatment with the demethylating agent zebularine.
List of upregulated genes after bioinformatics analyses1.
| Gene symbol2 | Gene name | Location | Fold change | CpG island3 | Digital Northern4 |
|---|---|---|---|---|---|
| ADRA2A | adrenergic, alpha-2A-, receptor | 10q25.2 | 2.31 | YES | D |
| DDX60 | DEAD (Asp-Glu-Ala-Asp) box polypeptide 60 | 4q32.3 | 2.97 | yes | S |
|
| POTE ankyrin domain family, member F | 2q21.1 | 2.15 | yes | D |
| DDX58 | DEAD (Asp-Glu-Ala-Asp) box polypeptide 58 | 9p12 | 3.75 | yes | S |
| IGF1R | Insulin-like growth factor 1 receptor | 15q26.3 | 2.72 | yes | S |
| INPP4B | Inositol polyphosphate-4-phosphatase, type II | 4q31.21 | 2.63 | yes | D |
|
| Interferon, alpha-inducible protein 6 | 1p35 | 4.86 | yes | D |
|
| Thioredoxin interacting protein | 1q21.1 | 4.65 | YES | D |
| ADAM32 | ADAM metallopeptidase domain 32 | 8p11.22 | 3.73 | yes | S |
| STC2 | Stanniocalcin 2 | 5q35.1 | 3.68 | YES | S |
| BEST1 | Bestrophin 1 | 11q13 | 3.63 | YES | S |
|
| Asparagine synthetase (glutamine-hydrolyzing) | 7q21.3 | 3.39 | YES | D |
|
| Cystathionase (cystathionine gamma-lyase) | 1p31.1 | 3.36 | yes | S |
| C12orf39 | Chromosome 12 open reading frame 39 | 12p12.1 | 3.19 | YES | S |
| JHDM1D | Jumonji C domain containing histone demethylase 1 homolog D ( | 7q34 | 3.08 | yes | S |
| PPP1R15A | Protein phosphatase 1, regulatory subunit 15A | 19q13.2 | 2.99 | YES | S |
|
| Sprouty homolog 4 ( | 5q31.3 | 2.96 | YES | S |
| ZC3H6 | Zinc finger CCCH-type containing 6 | 2q13 | 2.87 | yes | S |
| TMEM156 | Transmembrane protein 156 | 4p14 | 2.87 | yes | S |
| FAM129A | Family with sequence similarity 129, member A | 1q25 | 2.80 | yes | S |
| CDRT1 | CMT1A duplicated region transcript 1 | 17p12 | 2.74 | yes | S |
| UPP1 | Uridine phosphorylase 1 | 7p12.3 | 2.71 | yes | D |
| MAP2 | Microtubule-associated protein 2 | 2q34-q35 | 2.65 | yes | S |
| MOCOS | Molybdenum cofactor sulfurase | 18q12 | 2.59 | yes | S |
| C6orf48 | Chromosome 6 open reading frame 48 | 6p21.3 | 2.58 | YES | S |
| PYROXD1 | Pyridine nucleotide-disulphide oxidoreductase domain 1 | 12p12.1 | 2.54 | yes | S |
| ZNF814 | Zinc finger protein 814 | 19q13.43 | 2.52 | yes | S |
| CLDN1 | Claudin 1 | 3q28-q29 | 2.52 | yes | S |
|
| Actin binding LIM protein family, member 3 | 5q32 | 2.52 | yes | D |
| DDIT4 | DNA-damage-inducible transcript 4 | 10q22.1 | 2.51 | YES | S |
| TFPI2 | Tissue factor pathway inhibitor 2 | 7q22 | 2.51 | YES | S |
| TUBE1 | Tubulin, epsilon 1 | 6q21 | 2.45 | yes | D |
|
| Growth arrest and DNA-damage-inducible, alpha | 1p31.2 | 2.36 | YES | S |
| FRZB | Frizzled-related protein | 2qter | 2.34 | yes | S |
| C5orf28 | Chromosome 5 open reading frame 28 | 5p12 | 2.33 | yes | D |
| SERPINB8 | Serpin peptidase inhibitor, clade B (ovalbumin), member 8 | 18q22.1 | 2.33 | yes | S |
| ZNF300 | Zinc finger protein 300 | 5q33.1 | 2.32 | yes | S |
| ZDHHC11 | Zinc finger, DHHC-type containing 11 | 5p15.33 | 2.29 | yes | S |
| GTPBP2 | GTP binding protein 2 | 6p21 | 2.27 | YES | D |
| MKX | Mohawk homeobox | 10p12.1 | 2.24 | yes | S |
| CD274 | CD274 molecule | 9p24 | 2.22 | yes | S |
| ZNF643 | Zinc finger protein 643 | 1p34.2 | 2.19 | yes | S |
| C9orf150 | Leucine rich adaptor protein 1-like | 9p23 | 2.19 | yes | S |
| TES | Testis derived transcript (3 LIM domains) | 7q31.2 | 2.17 | yes | S |
| PSAT1 | Phosphoserine aminotransferase 1 | 9q21.2 | 2.16 | YES | S |
| PAX6 | Paired box 6 | 11p13 | 2.15 | YES | S |
| ETV5 | ETS variant 5 | 3q28 | 2.11 | yes | S |
|
| Seryl-tRNA synthetase | 1p13.3 | 2.10 | YES | D |
| CD226 | CD226 molecule | 18q22.3 | 2.04 | yes | S |
| GDPD1 | Glycerophosphodiester phosphodiesterase domain containing 1 | 17q22 | 2.01 | yes | S |
| LETM2 | Leucine zipper-EF-hand containing transmembrane protein 2 | 8p11.2 3 | 2.01 | YES | S |
1 Selected 52 genes that showed at least ≥2-fold upregulation in two prostate cancer cell lines.
2Gene names in bold were analyzed by RT-qPCR. Gene name in italic with asterisk indicates gene previously identified and hypermethylated in PCa but not analyzed by us. Gene names in bold italic with asterisk indicate genes previously identified and hypermethylated in PCa and analyzed in this paper.
3Various writing styles indicate the size of CpG island(s): YES, the largest size; yes, the smallest size.
4S: equally expressed in normal and malignant tissue; D: increased expression in normal prostate tissue.
Figure 2Expression of downregulated candidate genes SPRY4, SARS, GADD45A, and GSTP1 in prostate nonmalignant and malignant tissue samples. RT-qPCR was performed from 50 paired prostate tissue samples. Values are given in boxes (white: nonmalignant; black: malignant) that represent lower and upper quartiles with medians as horizontal line. Whiskers depict the 10–90 percentiles. Considered significances (P < 0.05) are calculated with Wilcoxon signed rank test for all genes. Data are given in Table 3.
mRNA expression changes of candidate genes represented by statistical analysis∗.
| Genes |
| Downregulation prevalence | Fold changes | ≥−1.5-fold changes prevalence |
|---|---|---|---|---|
| SPRY4 | 0.0007 | 74% (37/50) | −1.64 | 84% (31/37) |
| SARS | <0.0001 | 84% (42/50) | −1.44 | 55% (23/42) |
| GADD45A | <0.0001 | 88% (44/50) | −2.32 | 84% (37/44) |
| GSTP1 | <0.0001 | 90% (45/50) | −2.54 | 84% (42/45) |
*Considered significances (P < 0.05) calculated with Wilcoxon signed rank test for all genes. Normal versus tumor common downregulation and ≥−1.5-fold changes prevalence among downregulated samples.
Performance of significantly downregulated candidate genes to discriminate between malignant and nonmalignant samples∗.
| Gene | Sensitivity (95% CI) | Specificity (95% CI) | AUC |
| Standard error |
|---|---|---|---|---|---|
| GSTP1 | 90% (78.2–96.7) | 78% (64.0–88.5) | 0.884 | <0.0001 | 0.0369 |
| GADD45A | 90% (78.2–96.7) | 58% (43.2–71.8) | 0.841 | <0.0001 | 0.0407 |
| SARS | 90% (78.2–96.7) | 48% (33.7–62.6) | 0.816 | <0.0001 | 0.044 |
| SPRY4 | 90% (78.2–96.7) | 16% (7.2–29.1) | 0.644 | 0.0085 | 0.0549 |
*Five candidate genes that show significant downregulation on Wilcoxon signed rank test and further performance assessed by ROC curve analysis. 90% sensitivity and specificity with 95% confidence interval (95% CI).
Figure 3Receiver operating characteristic (ROC) curve for the significantly downregulated candidate genes GADD45A, SARS, SPRY4, and GSTP1 to discriminate between tumor and adjacent normal samples. Comparison of area under the receiver operating characteristic curve (AUC) of candidate genes with AUC of GSTP1. Data are given in Table 4.
Spearman rank correlation coefficients by ration of expression between downregulated candidate genes.
| Factor∗ | SPRY4 | SARS | GADD45A | GSTP1 |
|---|---|---|---|---|
| SPRY4 | — | 0.236 | 0.428b | 0.347a |
| SARS | 0.236 | — | 0.591c | 0.685c |
| GADD45A | 0.428b | 0.591c | — | 0.644c |
| GSTP1 | 0.347a | 0.685c | 0.644c | — |
*Significantly downregulated candidate genes. Correlation coefficient (r ) values and P values are shown: a P < 0.05; b P < 0.01; c P < 0.001.