| Literature DB >> 27708722 |
Emily Eva Holmes1, Diane Goltz1, Glen Kristiansen1, Dimo Dietrich1,2, Verena Sailer3,4, Maria Jung1, Sebastian Meller1, Barbara Uhl1, Jörn Dietrich2, Magda Röhler1, Jörg Ellinger5.
Abstract
BACKGROUND: Molecular biomarkers that might help to distinguish between more aggressive and clinically insignificant prostate cancers (PCa) are still urgently needed. Aberrant DNA methylation as a common molecular alteration in PCa seems to be a promising source for such biomarkers. In this study, PITX3 DNA methylation (mPITX3) and its potential role as a prognostic biomarker were investigated. Furthermore, mPITX3 was analyzed in combination with the established PCa methylation biomarker PITX2 (mPITX2).Entities:
Keywords: DNA methylation; PITX2; PITX3; Prognostic biomarker; Prostate cancer
Mesh:
Substances:
Year: 2016 PMID: 27708722 PMCID: PMC5037587 DOI: 10.1186/s13148-016-0270-x
Source DB: PubMed Journal: Clin Epigenetics ISSN: 1868-7075 Impact factor: 6.551
Fig. 1Genomic location, design, and validation of the PITX3 QM Assay. a PITX3 quantitative-methylation (QM) assay located on the reverse strand of chromosome 10. Both PITX3 splice variants PITX3-001 and PITX3-201 are shown. The information was taken from Ensembl Homo sapiens version 82.38 (GRCh38.p3). The two beads of the Illumina Infinium HumanMethylation450 BeadChip (cg12324970 and cg23095743) used from the TCGA dataset are shown. The GC content (%) is shown with the dashed line indicating 50 % GC. b The QM real-time PCR assay was validated on a dilution series of bisulfite-converted artificially methylated and unmethylated DNA. Each sample was measured in duplicate
Fig. 2PITX3 DNA methylation in prostatectomy specimens. Median methylation is indicated by the gray line. PITX3 DNA methylation is significantly higher in prostate cancer (PCa) tissue compared to corresponding normal adjacent tissue (NAT) and benign prostatic hyperplasia (BPH). a NAT and PCa samples of the training cohort (TCGA). p values refer to Wilcoxon-Mann-Whitney test. b NAT, BPH, and PCa samples from a test study comprising 71 patient samples. Each sample was measured in triplicate. p values refer to Kruskal-Wallis test
Fig. 3Frequency and prognostic value of mPITX3 and mPITX2 in the training (n = 498) and validation (n = 300) cohorts. PITX3 and PITX2 DNA methylation was analyzed in prostate carcinoma patients from two cohorts. Methylation frequencies (a, c, and e) and Kaplan-Meier analyses of BCR-free survival in patients stratified according to dichotomized mPITX3 and mPITX2 levels are shown (b, d, and f). a mPITX3 analysis in the training cohort revealed a symmetric, bell-shaped distribution covering a broad spectrum of values (22–92 %). An optimal cutoff was elaborated by an iterative approach (68.2 %) stratifying patients into mPITX3 hyper- (mPITX3 high) and hypomethylated (mPITX3 low) cases. b Patient survival in the training cohort according to mPITX3 low and mPITX3 high status. Patients with mPITX3 low tumors show a better prognosis. Approximate mean BCR-free survival: 93 months (mPITX3 low, 95 % CI 85–100 months, n = 301) and 76 months (mPITX3 high, 95 % CI 63–90 months, n = 117; LR = 5.05; p = 0.025), respectively. c mPITX2 analysis in the training cohort revealed an uneven distribution covering an altogether lower spectrum of values than mPITX3 (5–79 %). An optimal cutoff was elaborated by an iterative approach (34.3 %) stratifying patients into mPITX2 hyper- (mPITX2 high) and hypomethylated (mPITX2 low) cases. d Patient survival in the validation cohort according to mPITX2 low and mPITX2 high status. Patients with mPITX2 low tumors show a better prognosis. Approximate mean BCR-free survival: 96 months (mPITX2 low, 95 % CI 88–105 months, n = 220) and 78 months (mPITX2 high, 95 % CI 67–89 months, n = 198; LR = 7.95; p = 0.005), respectively. e mPITX3 analysis in the validation cohort revealed a flattened, bell-shaped distribution covering (5–100 %). An optimal cutoff was elaborated by an iterative approach (61.8 %) stratifying patients into mPITX3 hyper- (mPITX3 high) and hypomethylated (mPITX3 low) cases. f Patient survival in the validation cohort according to mPITX3 low and mPITX3 high status. Patients with mPITX2 low tumors show a better prognosis. Approximate mean BCR-free survival: 125 months (mPITX3 low, 95 % CI 118–132 months, n = 145) and 103 months (mPITX3 high, 95 % CI 91–115 months, n = 105; LR = 11.17; p = 0.001), respectively. Patient survival in the validation cohort according to mPITX2 low and mPITX2 high status is reported elsewhere [30]
Associations of PITX3 DNA methylation (mPITX3) with clinicopathological parameters of PCa patients from the training (n = 498) and validation cohort (n = 300)
| Training cohort | Validation cohort | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Patients ( | Median |
|
|
| Patient ( | Median |
|
|
| |
| All patients | 498 (100 %) | 62.0 | 300 (100 %) | 57.9 | ||||||
| Mean/median follow-up (months) | 22/16 | 66/63 | ||||||||
| Age (years) | 0.021a | 0.011a | ||||||||
| ≤60 | 224 (45.0 %) | 60.2 | 166 (73.8 %) | 58 (25.8 %) | 71 (23.7 %) | 50.0 | 48 (64.0 %) | 23 (30.7 %) | ||
| >60 | 274 (55.0 %) | 62.9 | 184 (66.9 %) | 90 (32.7 %) | 219 (73.0 %) | 61.0 | 115 (51.3 %) | 104 (46.4 %) | ||
| Unknown | 0 (0.0 %) | 10 (3.3 %) | ||||||||
| T category | 0.017a | <0.001a | ||||||||
| pT1/2 | 188 (37.8 %) | 59.6 | 147 (78.2 %) | 41 (21.8 %) | 198 (66.0 %) | 53.4 | 128 (62.4 %) | 70 (34.1 %) | ||
| pT3/4 | 293 (58.8 %) | 63.3 | 189 (64.1 %) | 104 (35.3 %) | 88 (29.3 %) | 69.0 | 32 (35.6 %) | 56 (62.2 %) | ||
| Unknown | 17 (3.4 %) | 14 (4.7 %) | ||||||||
| ISUP Gleason grading group | 0.035b | 0.029b | ||||||||
| 1 (<7) | 45 (9 %) | 61.6 | 33 (73.3 %) | 12 (26.7 %) | 155 (51.7 %) | 53.1 | 99 (60.7 %) | 56 (34.4 %) | ||
| 2 (3 + 4) | 147 (29.5 %) | 59.5 | 118 (79.2 %) | 29 (19.5 %) | 53 (17.7 %) | 58.5 | 29 (54.7 %) | 24 (45.2 %) | ||
| 3 (4 + 3) | 101 (20.3 %) | 62.1 | 67 (66.3 %) | 34 (33.7 %) | 23 (7.7 %) | 69.0 | 10 (43.5 %) | 13 (56.5 %) | ||
| 4 (=8) | 64 (12.9 %) | 61.0 | 34 (67.2 %) | 21 (32.8 %) | 34 (11.3 %) | 61.1 | 17 (48.6 %) | 17 (48.6 %) | ||
| 5 (>8) | 141 (28.3 %) | 64.1 | 89 (63.1 %) | 52 (36.9 %) | 15 (5.0 %) | 66.4 | 3 (18.8 %) | 12 (75.0 %) | ||
| Unknown | 0 (0.0 %) | 20 (6.7 %) | ||||||||
| Surgical margin | 0.19a | 0.62a | ||||||||
| R0 | 318 (63.9 %) | 60.2 | 227 (71.4 %) | 89 (28.0 %) | 198 (66.0 %) | 55.3 | 117 (49.1 %) | 74 (37.4 %) | ||
| R1 | 152 (30.5 %) | 63.5 | 103 (67.8 %) | 49 (32.2 %) | 96 (32.0 %) | 62.7 | 44 (45.8 %) | 50 (52.1 %) | ||
| Unknown | 28 (5.6 %) | 6 (2.0 %) | ||||||||
| Nodal status | 0.75a | 0.66a | ||||||||
| pN0 | 349 (70.1 %) | 61.7 | 243 (69.8 %) | 103 (29.6 %) | 279 (93.0 %) | 57.5 | 152 (54.5 %) | 117 (41.9 %) | ||
| pN1 | 79 (15.8 %) | 61.6 | 55 (69.6 %) | 24 (30.4 %) | 17 (5.7 %) | 61.7 | 9 (52.9 %) | 8 (47.1 %) | ||
| Unknown | 70 (14.1 %) | 4 (1.3 %) | ||||||||
| Pre-surgical PSA (ng/ml) | 0.051b | 0.089b | ||||||||
| 0–4 | 53 (10.6 %) | 60.0 | 39 (73.4 %) | 14 (26.4 %) | 24 (8.70 %) | 49.4 | 19 (70.4 %) | 5 (18.5 %) | ||
| 4–10 | 286 (57.5 %) | 60.5 | 210 (73.4 %) | 76 (26.6 %) | 169 (56.3 %) | 58.3 | 95 (54.9 %) | 74 (42.8 %) | ||
| >10 | 156 (31.3 %) | 64.0 | 98 (62.0 %) | 58 (36.7 %) | 84 (28.0 %) | 61.0 | 43 (49.4 %) | 41 (47.1 %) | ||
| Unknown | 3 (0.6 %) | 23 (7.7 %) | ||||||||
| ERG fusionc | 0.58a | 0.15a | ||||||||
| Negative | 178 (35.8 %) | 61.7 | 125 (70.2 %) | 53 (29.8 %) | 164 (54.7 %) | 68.9 | 65 (44.5 %) | 74 (50.7 %) | ||
| Positive | 152 (30.5 %) | 62.9 | 106 (69.7 %) | 46 (30.3 %) | 56 (18.7 %) | 65.7 | 27 (41.5 %) | 35 (53.8 %) | ||
| Unknown | 168 (33.7 %) | 80 (26.7 %) | ||||||||
| AR score | 0.35a | 0.32a | ||||||||
| Negative | 246 (49.4 %) | 61.4 | 124 (74.7 %) | 42 (25.3 %) | 83 (27.7 %) | 68.95 | 40 (48.2 %) | 40 (48.2 %) | ||
| Positive | 84 (16.9 %) | 64.5 | 109 (35.3 %) | 58 (34.7 %) | 81 (27.0 %) | 68.5 | 46 (56.8 %) | 34 (42.0 %) | ||
| Unknown | 186 (33.7 %) | 136 (45.3 %) | ||||||||
mPITX3 was dichotomized by the respective optimized cutoff into mPITX3 low vs. mPITX3 high
aWilcoxon-Mann-Whitney test
bKruskal-Wallis test
cTraining cohort: ERG fusion as adopted from The Cancer Genome Atlas Research Network (2015) [27]; validation cohort: nuclear ERG protein expression
Univariate Cox proportional hazard analysis of BCR-free survival in the training and validation cohort including PCa patients treated by radical prostatectomy
| Training cohort | Validation cohort | |||||
|---|---|---|---|---|---|---|
| Clinicopathological parameters/biomarker |
| Hazard ratio (95 % CI) |
|
| Hazard ratio (95 % CI) |
|
| Age | 411 | 1.02 (0.98–1.06) | 0.39 | 259 | 1.01 (0.96–1.06) | 0.70 |
| Tumor stage (pT3 and pT4 vs. pT2 and pT1) | 346 | 4.25 (2.37–7.61) | <0.001 | 260 | 2.07 (1.30–3.30) | 0.001 |
| ISUP Gleason grading group | 411 | 1.69 (1.34–2.13) | <0.001 | 252 | 1.99 (1.63–2.42) | <0.001 |
| Surgical margin (R1 vs. R0) | 389 | 1.49 (0.87–2.56) | 0.15 | 258 | 1.00 (0.98–1.02) | 0.84 |
| Nodal status (pN1 vs. pN0) | 357 | 1.84 (1.00–3.36) | 0.048 | 259 | 1.09 (0.50–2.41) | 0.82 |
| Preoperative PSA level | 409 | 1.04 (1.02–1.05) | <0.001 | 250 | 1.01 (1.00–1.02) | 0.11 |
| AR activity score (positive vs. negative) | 271 | 0.74 (0.32–1.71) | 0.49 | NA | NA | NA |
| AR protein expression (AR high vs. AR low) | NA | NA | NA | 143 | 0.82 (0.40–1.70) | 0.60 |
| ERGa ( | 271 | 0.80 (0.40–1.57) | 0.51 | 182 | 0.78 (0.40–1.51) | 0.46 |
|
| 411 | 1.83 (1.07–3.11) | 0.027 | 250 | 2.56 (1.44–4.54) | 0.001 |
Only patients with available follow-up were included into this analysis
NA not analyzed
aTraining cohort: ERG-fusion as adopted from The Cancer Genome Atlas Research Network (2015) [27]; validation cohort: nuclear ERG protein expression as surrogate marker for ERG-translocation
Associations of PITX2 DNA methylation (mPITX2) with clinicopathological parameters of PCa patients from the training cohort (n = 498)
| Patients ( | Median |
|
|
| |
|---|---|---|---|---|---|
| All patients | 498 (100 %) | 32.9 | |||
| Mean/median follow-up (months) | 22/16 | ||||
| Age (years) | 0.001a | ||||
| ≤60 | 224 (45.0 %) | 31.0 | 128 (57.1 %) | 96 (42.9 %) | |
| >60 | 274 (55.0 %) | 35.2 | 135 (49.1 %) | 140 (50.9 %) | |
| Unknown | 0 (0.0 %) | ||||
| T category | 0.043a | ||||
| pT1/2 | 188 (37.8 %) | 25.7 | 137 (70.3 %) | 58 (29.7 %) | |
| pT3/4 | 293 (58.8 %) | 37.5 | 126 (41.4 %) | 178 (58.6 %) | |
| Unknown | 17 (3.4 %) | ||||
| ISUP Gleason grading group | <0.001b | ||||
| 1 (<7) | 45 (9 %) | 28.0 | 31 (68.9 %) | 14 (31.1 %) | |
| 2 (3 + 4) | 147 (29.5 %) | 28.6 | 95 (64.2 %) | 53 (35.8 %) | |
| 3 (4 + 3) | 101 (20.3 %) | 31.5 | 55 (54.5 %) | 46 (45.5 %) | |
| 4 (=8) | 64 (12.9 %) | 34.1 | 33 (51.6 %) | 31 (48.4 %) | |
| 5 (>8) | 141 (28.3 %) | 41.0 | 49 (34.8 %) | 92 (65.2 %) | |
| Unknown | 0 (0.0 %) | ||||
| Surgical margin | <0.001a | ||||
| R0 | 318 (63.9 %) | 30.8 | 180 (56.8 %) | 137 (43.2 %) | |
| R1 | 152 (30.5 %) | 37.0 | 68 (44.7 %) | 84 (55.3 %) | |
| Unknown | 28 (5.6 %) | ||||
| Nodal status | 0.19a | ||||
| pN0 | 349 (70.1 %) | 32.3 | 184 (53.0 %) | 163 (47.0 %) | |
| pN1 | 79 (15.8 %) | 36.6 | 32 (40.5 %) | 47 (49.5 %) | |
| Unknown | 70 (14.1 %) | ||||
| Pre-surgical PSA (ng/ml) | 0.36b | ||||
| 0–4 | 53 (10.6 %) | 29.5 | 31 (58.5 %) | 122 (41.5 %) | |
| 4–10 | 286 (57.5 %) | 32.9 | 150 (52.4 %) | 136 (47.6 %) | |
| >10 | 156 (31.3 %) | 34.3 | 79 (50.3 %) | 78 (49.7 %) | |
| Unknown | 3 (0.6 %) | ||||
| ERG fusionc | <0.001a | ||||
| Negative | 178 (35.8 %) | 28.0 | 122 (62.9 %) | 66 (37.1 %) | |
| Positive | 152 (30.5 %) | 37.2 | 69 (45.4 %) | 83 (54.6 %) | |
| Unknown | 168 (33.7 %) | ||||
| AR score | 0.15a | ||||
| Negative | 246 (49.4 %) | 30.6 | 140 (56.9 %) | 106 (43.1 %) | |
| Positive | 84 (16.9 %) | 34.6 | 41 (48.8 %) | 43 (51.2 %) | |
| Unknown | 186 (33.7 %) |
mPITX2 in the validation cohort is described elsewhere [30]. mPITX2 was dichotomized by the respective optimized cutoff into mPITX2 low vs. mPITX2 high
aWilcoxon-Mann-Whitney test
bKruskal-Wallis test
cERG fusion status as adopted from The Cancer Genome Atlas Research Network (2015) [27]
Fig. 4Survival according to combined mPITX3 and mPITX2 status. Kaplan-Meier analysis of BCR-free survival in prostate cancer patients stratified according to PITX3 and PITX2 DNA methylation status. Training cohort (n = 498, a): After a homogenous dropout within the first months after prostatectomy in all three groups, patients with low methylation values in PITX2 and PITX3 genes show the lowest number of BCR events (n = 182). Patients with high methylation in PITX2 and PITX3 genes present with the highest rate of BCR events (n = 67). Intermediate numbers of BCR events are observed in patients with low methylation in one PITX gene member and high methylation in the other PITX gene member (n = 169). Validation cohort (n = 300, b): Patients with low methylation values in PITX2 and PITX3 genes show the lowest number of BCR events (n = 136). Patients with high methylation in PITX2 and PITX3 genes present with the earliest BCR events (n = 32). Patients with low methylation in one PITX gene member and high methylation in the other PITX gene member (n = 82) show the highest number of BCR events, however, more protracted than patients with high methylation in both PITX genes
Primer and probe sequences of the quantitative methylation (QM) real-time PITX3 PCR
| Primer/probe name | Primer/probe sequence |
|---|---|
|
| 5′-CTCTCACAACACAACTCCTATTC-3′ |
|
| 5′-TTTAGGTTTAGATTTTTGGGGTT-3′ |
|
| 5′-VIC-CGACCAAACGCACCCCG-BHQ-2-3′ |
|
| 5′-FAM-ATACAACCAAACACACCCCAACTCC-BHQ-1-3′ |