| Literature DB >> 26444548 |
Ottavio de Cobelli1, Daniela Terracciano2, Elena Tagliabue3, Sara Raimondi3, Danilo Bottero1, Antonio Cioffi1, Barbara Jereczek-Fossa4, Giuseppe Petralia5, Giovanni Cordima1, Gilberto Laurino Almeida6, Giuseppe Lucarelli7, Carlo Buonerba8, Deliu Victor Matei1, Giuseppe Renne9, Giuseppe Di Lorenzo10, Matteo Ferro1.
Abstract
PURPOSE: The aim of this study was to investigate the prognostic performance of multiparametric magnetic resonance imaging (mpMRI) and Prostate Imaging Reporting and Data System (PIRADS) score in predicting pathologic features in a cohort of patients eligible for active surveillance who underwent radical prostatectomy.Entities:
Mesh:
Year: 2015 PMID: 26444548 PMCID: PMC4596627 DOI: 10.1371/journal.pone.0139696
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Patient and tumor characteristics of the study population.
| N (%) | |
|---|---|
| Volume | 47.94 (±14.53) |
| Age | 62.75 (±8.28) |
| Clinical Stage | |
| cT1c | 191 (85.65%) |
| cT2a | 32 (14.35%) |
| PSA | 6.02 (±1.91) |
| PSA Density | 0.13 (±0.04) |
| Tumor volume | 0.95 (±0.23) |
| Pathological stage | |
| pT2a | 23 (10.31%) |
| pT2b | 3 (1.35%) |
| pT2c | 145 (65.02%) |
| pT3a | 45 (20.18%) |
| pT3b | 7 (3.14%) |
| Positive Cores | |
| 1 | 95 (42.60%) |
| 2 | 128 (57.40%) |
| Pathological Total Gleason Score | |
| 6 | 110 (49.33%) |
| 7 | 110 (49.33%) |
| 8 | 2 (0.90%) |
| 9 | 1 (0.45%) |
| Cancer at MRI | |
| Not visible | 19 (8.52%) |
| Visible | 204 (91.48%) |
| Positive lymph nodes | |
| Yes | 4 (1.79%) |
| No | 219 (98.21%) |
| Seminal vesicle invasion | |
| Yes | 7 (3.15%) |
| No | 215 (96.85%) |
| PIRADS | |
| 1 | 2 (0.91%) |
| 2 | 14 (6.36%) |
| 3 | 58 (26.36%) |
| 4 | 71 (32.27%) |
| 5 | 75 (34.09%) |
^mean (± SD)
Sensitivity (SE), specificity (SP), positive predicted values (PPV) and negative predicted values (NPV) with 95%(CI) for 1–2 vs. ≥ 3 PIRADS score.
| SE(CI) | SP(CI) | PPV(CI) | NPV(CI) | |
|---|---|---|---|---|
| Upgrading | 99 (95–100) | 14 (8–22) | 55 (48–62) | 94 (70–100) |
| Extra capsular extension | 100 (93–100) | 10 (6–15) | 25 (20–32) | 100 (79–100) |
| Unfavorable prognosis | 100 (91–100) | 9 (5–14) | 19 (14–25) | 100 (79–100) |
| Tumor volume | 94 (90–97) | 40 (12–74) | 97 (94–99) | 25 (7–52) |
| Seminal vesicle invasion | 100 (59–100) | 8 (4–12) | 3 (1–7) | 100 (79–100) |
*Percentage
Association of patient and tumor characteristics withupgrading: univariate and multivariate analysis.
| Upgrading | Pvalue | Multivariate Odds Ratio (95%CI) | Pvalue | ||
|---|---|---|---|---|---|
| “Yes” N (%) | “No” N (%) | ||||
| Volume^ | 47.55 (±10.25) | 48.34 (±17.94) | 0.43 | 1.00 (0.98–1.03) | 0.92 |
| Age^ | 63.35 (±9.38) | 62.13 (±6.96) | 0.04 | 1.01 (0.98–1.05) | 0.53 |
| Clinical Stage | 0.34 | 0.59 | |||
| cT1c | 94 (83%) | 97 (88%) | 1.00 (reference) | ||
| cT2a | 19 (17%) | 13 (12%) | 1.27 (0.54–2.97) | ||
| PSA^ | 6.09 (±1.95) | 5.94 (±1.87) | 0.56 | 1.02 (0.86–1.19) | 0.85 |
| PSA Density^ | 0.13 (±0.04) | 0.13 (±0.04) | 0.76 | - | - |
| Positive Cores | 0.28 | 0.55 | |||
| 1 | 44 (39%) | 51 (46%) | 1.00 (reference) | ||
| 2 | 69 (61%) | 59 (54%) | 1.20 (0.66–2.18) | ||
| PIRADS | <0.0001 | 2.72 (1.93–3.84) | <0.0001 | ||
| 1 | 0 (0%) | 2 (2%) | |||
| 2 | 1 (1%) | 13 (12%) | |||
| 3 | 17 (15%) | 41 (38%) | |||
| 4 | 40 (35%) | 31 (29%) | |||
| 5 | 55 (49%) | 20 (19%) | |||
| Cancer at MRI | <0.0001 | - | - | ||
| Not visible | 1 (1%) | 18 (16%) | |||
| Visible | 112 (99%) | 92 (84%) | |||
1Mantel-Haenszel p-value for trend = <0.0001
*T test or non parametric two-sample Wilcoxon test for continuous variables, as appropriate; Chi-Square test or Fisher’s Exact Test for categorical variables, as appropriate
2One-unit increase OR
3Not entered in the multivariate model because it is a linear combination of other variables.
Note: significant ORs and p-values are in bold.
Association of patient and tumor characteristics with seminal vesicle invasion: univariate and multivariate analysis.
| Seminal vesicle invasion | Pvalue | Multivariate Odds Ratio (95%CI) | Pvalue | ||
|---|---|---|---|---|---|
| “Yes” (%) | “No” (%) | ||||
| Volume | 46.14 (±3.72) | 47.94 (±14.76) | 0.98 | 1.01 (0.92–1.10) | 0.91 |
| Age | 66.57 (±5.70) | 62.63 (±8.35) | 0.17 | 1.06 (0.92–1.21) | 0.44 |
| Clinical Stage | 0.01 | 0.02 | |||
| cT1c | 3 (43%) | 187 (87%) | 1.00 (reference) | ||
| cT2a | 4 (57%) | 28 (13%) | 7.78 (1.44–41.93) | ||
| PSA | 6.04 (±1.91) | 6.01 (±1.91) | 0.99 | 1.01 (0.63–1.61) | 0.98 |
| PSA Density | 0.13 (±0.04) | 0.13 (±0.04) | 0.89 | - | - |
| Positive Cores | 0.70 | 0.88 | |||
| 1 | 2 (29%) | 92 (43%) | 1.00 (reference) | ||
| 2 | 5 (71%) | 123 (57%) | 1.15 (0.19–6.98) | ||
| PIRADS | 0.28 | 3.97 (0.92–17.09) | 0.06 | ||
| 1 | 0 (0%) | 2 (1%) | |||
| 2 | 0 (0%) | 14 (7%) | |||
| 3 | 0 (0%) | 58 (27%) | |||
| 4 | 2 (29%) | 68 (32%) | |||
| 5 | 5 (71%) | 70 (33%) | |||
| Cancer at MRI | 1.00 | - | - | ||
| Not visible | 0 (0%) | 19 (9%) | |||
| Visible | 7 (100%) | 196 (91%) | |||
^mean (± SD)
*T test or non parametric two-sample Wilcoxon test for continuous variables, as appropriate; Chi-Square test or Fisher’s Exact Test for categorical variables, as appropriate
1Mantel-Haenszel p-value for trend = 0.03
2 One-unit increase OR
3 Not entered in the multivariate model because it is a linear combination of other variables.
Note: significant ORs and p-values are in bold.
Fig 1ROC Curves comparing models with and without inclusion of PIRADS score for a) Gleason score (GS) upgrading, b) extra capsular extension, c) unfavorable prognosis, d) tumor volume and e) seminal vesicle invasion.
Fig 2Decision curve analysis of the effect of prediction models on the detection of a) upgrading, b) extra capsular extension, c) unfavorable prognosis, d) tumor volume and e) seminal vesicle invasion.
Model with PIRADS score (red line) is plotted against treat none (violet line), treat all (green line) and model without PIRADS score (blue line).
Association of patient and tumor characteristics with extra capsular extension: univariate and multivariate analysis.
| Extra capsular extension | Pvalue | Multivariate Odds Ratio (95%CI) | Pvalue | ||
|---|---|---|---|---|---|
| “Yes” N (%) | “No” N (%) | ||||
| Volume^ | 47.77 (±10.10) | 47.99 (±15.66) | 0.54 | 0.99 (0.96–1.03) | 0.73 |
| Age^ | 63.85 (±8.17) | 62.41 (±8.31) | 0.17 | 0.99 (0.95–1.04) | 0.79 |
| Clinical Stage | 0.02 | 0.02 | |||
| cT1c | 39 (75%) | 152 (89%) | 1.00 (reference) | ||
| cT2a | 13 (25%) | 19 (11%) | 3.19 (1.22–8.35) | ||
| PSA^ | 6.56 (±2.23) | 5.86 (±1.78) | 0.07 | 1.27 (1.03–1.57) | 0.03 |
| PSA Density^ | 0.14 (±0.04) | 0.13 (±0.04) | 0.10 | - | - |
| Positive Cores | 0.34 | 0.68 | |||
| 1 | 19 (37%) | 76 (44%) | 1.00 (reference) | ||
| 2 | 33 (63%) | 95 (56%) | 1.17 (0.55–2.49) | ||
| PIRADS | <0.0001 | 5.27 (2.94–9.44) | <0.0001 | ||
| 1 | 0 (0%) | 2 (1%) | |||
| 2 | 0 (0%) | 14 (8%) | |||
| 3 | 1 (2%) | 57 (34%) | |||
| 4 | 15 (29%) | 56 (34%) | |||
| 5 | 36 (69%) | 39 (23%) | |||
| Cancer at MRI | 0.01 | - | - | ||
| Not visible | 0 (0%) | 19 (11%) | |||
| Visible | 52 (100%) | 152 (89%) | |||
1Mantel-Haenszel p-value for trend = <0.0001
*T test or non parametric two-sample Wilcoxon test for continuous variables, as appropriate; Chi-Square test or Fisher’s Exact Test for categorical variables, as appropriate
2One-unit increase OR
3Not entered in the multivariate model because it is a linear combination of other variables.
Note: significant ORs and p-values are in bold.
Association of patient and tumor characteristics with unfavorable prognosis: univariate and multivariate analysis.
| Unfavorable prognosis N (%) | Favorable prognosis N (%) | Pvalue | Multivariate Odds Ratio (95%CI) | Pvalue | |
|---|---|---|---|---|---|
| Volume^ | 49.08 (±10.01) | 47.70 (±15.33) | 0.20 | 1.01 (0.97–1.05) | 0.74 |
| Age^ | 65.36 (±7.80) | 62.19 (±8.29) | 0.01 | 1.04 (0.98–1.10) | 0.26 |
| Clinical Stage | 0.03 | 0.04 | |||
| cT1c | 29 (74%) | 162 (88%) | 1.00 (reference) | ||
| cT2a | 10 (26%) | 22 (12%) | 2.96 (1.06–8.22) | ||
| PSA^ | 6.87 (±2.08) | 5.84 (±1.83) | 0.002 | 1.36 (1.08–1.72) | 0.01 |
| PSA Density^ | 0.14 (±0.04) | 0.13 (±0.04) | 0.04 | - | - |
| Positive Cores | 0.38 | 0.98 | |||
| 1 | 14 (36%) | 81 (44%) | 1.00 (reference) | ||
| 2 | 25 (67%) | 103 (56%) | 1.01 (0.43–2.37) | ||
| PIRADS | <0.0001 | 5.42 (2.74–10.70) | <0.0001 | ||
| 1 | 0 (0%) | 2 (1%) | |||
| 2 | 0 (0%) | 14 (8%) | |||
| 3 | 0 (0%) | 58 (32%) | |||
| 4 | 11 (28%) | 60 (33%) | |||
| 5 | 28 (72%) | 47 (26%) | |||
| Cancer at MRI | 0.05 | - | - | ||
| Not visible | 0 (0%) | 19 (10%) | |||
| Visible | 39 (100%) | 165 (90%) |
1Mantel-Haenszel p-value for trend = <0.0001
*T test or non parametric two-sample Wilcoxon test for continuous variables, as appropriate; Chi-Square test or Fisher’s Exact Test for categorical variables, as appropriate
2One-unit increase OR
3Not entered in the multivariate model because it is a linear combination of other variables.
Note: significant ORs and p-values are in bold.
Association of patient and tumor characteristics with tumor volume: univariate and multivariate analysis.
| Tumor volume | Pvalue | Multivariate Odds Ratio (95%CI) | Pvalue | |||
|---|---|---|---|---|---|---|
| ≥0.5 ml N (%) | <0.5 ml N (%) | |||||
| Volume^ | 47.52 (±11.25) | 55.25 (±42.24) | 0.30 | 0.99 (0.96–1.01) | 0.31 | |
| Age^ | 62.66 (±8.39) | 64.27 (±5.96) | 0.53 | 0.97 (0.87–1.08) | 0.58 | |
| Clinical Stage | 0.68 | 0.47 | ||||
| cT1c | 181 (86%) | 10 (83%) | 1.00 (reference) | |||
| cT2a | 30 (14%) | 2 (17%) | 0.49 (0.07–3.42) | |||
| PSA^ | 6.05 (±1.92) | 5.41 (±1.68) | 0.26 | 1.33 (0.89–1.97) | 0.17 | |
| PSA Density^ | 0.13 (±0.04) | 0.12 (±0.05) | 0.39 | - | - | |
| Positive Cores | 0.26 | 0.62 | ||||
| 1 | 88 (42%) | 7 (58%) | 1.00 (reference) | |||
| 2 | 123 (58%) | 5 (42%) | 1.41 (0.37–5.43) | |||
| PIRADS | <0.0001 | 3.43 (1.56–7.65) | 0.002 | |||
| 1 | 2 (1%) | 0 (0%) | ||||
| 2 | 10 (5%) | 4 (40%) | ||||
| 3 | 53 (25%) | 5 (50%) | ||||
| 4 | 71 (34%) | 0 (0%) | ||||
| 5 | 74 (35%) | 1 (10%) | ||||
| Cancer at MRI | <0.0001 | - | - | |||
| Not visible | 13 (6%) | 6 (50%) | ||||
| Visible | 198 (94%) | 6 (50%) | ||||
1Mantel-Haenszel p-value for trend = 0.0002
*T test or non parametric two-sample Wilcoxon test for continuous variables, as appropriate; Chi-Square test or Fisher’s Exact Test for categorical variables, as appropriate
2One-unit increase OR
3Not entered in the multivariate model because it is a linear combination of other variables.
Note: significant ORs and p-values are in bold.