| Literature DB >> 31136112 |
Antonio C Westphalen1,2,3, Farhad Fazel1, Hao Nguyen2,3, Miguel Cabarrus1, Katryana Hanley-Knutson1, Katsuto Shinohara2,3, Peter R Carroll2,3.
Abstract
PURPOSE: To determine if PSAD, PSADtz, and ADC values improve the accuracy of PI-RADS v2 and identify men whose concurrent systematic biopsy detects clinically significant cancer on areas without mpMRI visible lesions.Entities:
Keywords: Magnetic Resonance Imaging; Prostate; Radiology
Mesh:
Substances:
Year: 2019 PMID: 31136112 PMCID: PMC6837611 DOI: 10.1590/S1677-5538.IBJU.2018.0768
Source DB: PubMed Journal: Int Braz J Urol ISSN: 1677-5538 Impact factor: 1.541
Figure 175-year-old man with suspected prostate cancer. Total serum PSA=8.5ng/mL. Prostate volume=41.2cc. Transition zone volume=24.3cc. PSAD=0.21. PSADtz=0.35. Images demonstrate a 1.2cm PI-RADS v2 4 lesion in the left apex anterior transition zone (arrows). Mean ADC value=1012x10−6mm2/s (region-of-interest on D). TRUS-MRI fusion biopsy diagnosed Gleason 3+4 prostate cancer. No other focus of high-grade prostate cancer was diagnosed on systematic biopsy. (A) T2-weighted image, (B) dynamic contrast enhanced (DCE) upslope parametric map, (C) diffusion-weighted image (DWI), (D) apparent diffusion coefficient (ADC) map.
Baseline characteristics and imaging findings.
| Age (years) * | 66 (61-70) |
|---|---|
| American indian or Alaska native | 1 (0.2) |
| Asian | 35 (6.5) |
| Black/african-american | 19 (3.5) |
| Hispanic or latino | 20 (3.7) |
| Native hawaiian or another pacific island | 1 (0.2) |
| White/caucasian | 428 (79.6) |
| Other | 34 (6.3) |
| Yes | 136 (25.3) |
| No | 402 (74.7) |
| Yes | 58 (10.8) |
| No | 480 (89.2) |
| None | 198 (36.8) |
| Benign | 55 (10.2) |
| 3+3 | 234 (43.5) |
| 3+4 | 51 (9.5) |
| Baseline PSA (ng/mL) * | 7 (5.5-9.9) |
| Prostate volume (cm3) * | 50.0 (37.0-74.0) |
| Transition zone volume (cm3) * | 26.0 (14.5-47.8) |
| PSA density * | 0.14 (0.10-0.21) |
| Low (≤ 0.15) | 295 (54.8) |
| Mildly high (0.15-0.20) | 82 (15.2) |
| Moderately high (0.20-0.25) | 69 (12.8) |
| Markedly high (≥ 0.25) | 92 (17.1) |
| Transition zone adjusted PSA density * | 0.28 (0.16-0.51) |
| 3 | 159 (25.4) |
| 4 | 343 (54.9) |
| 5 | 123 (19.7) |
| 3 | 42 (27.1) |
| 4 | 52 (33.6) |
| 5 | 61 (39.4) |
| 1 | 335 (62.3) |
| 2 | 167 (31.0) |
| 3 | 29 (5.4) |
| 4 | 7 (1.3) |
| Lesion maximum diameter (cm) * | 1.3 (0.9 to 1.7) |
| Lesion volume (cm3) * | 0.32 (0.14 to 0.71) |
| ADC values (x 10−6 mm2/s) * | 1004 (287.7) |
| Very low (≤ 750) | 114 (21.2) |
| Low (750-900) | 131 (24.4) |
| High (900-1100) | 120 (22.3) |
| Very high (≥ 1100) | 168 (31.2) |
| Missing | 5 (0.9) |
DRE = digital rectal examination; PSA = prostate specific antigen; MRI = magnetic resonance imaging; PI-RADS v2 = Prostate Imaging Reporting and Data System, version 2; ADC = apparent diffusion coefficient; * = median (interquartile range); ** = count (percentage)
Biopsy results by PI-RADS v2 scores.
| ISUP Group (Gleason Score) | ||||||||
|---|---|---|---|---|---|---|---|---|
| Benign | 1 (3+3) | 2 (3+4) | 3 (4+3) | 4 ( | 5 ( | Total | ||
| PIRADS v2 Score | 3 | 144 | 41 | 12 | 2 | 1 | 1 | 201 |
| 4 | 190 | 115 | 70 | 13 | 5 | 2 | 395 | |
| 5 | 35 | 40 | 69 | 24 | 5 | 11 | 184 | |
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ISUP = International Society of Urological Pathology; PI-RADS v2 = Prostate Imaging Reporting and Data System, version 2.
Targeted lesion – logistic regression analyses.
| Odds Ratio | P | 95% CI | ||
|---|---|---|---|---|
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| PI-RADS v2 alone | ||||
| 4 | 3.41 | <0.001 | 1.92 | 6.08 |
| 5 | 16.80 | <0.001 | 9.24 | 30.55 |
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| AUROC = 0.74 (95% CI = 0.70-0.77) | ||||
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| PI-RADS v2 and ADC | ||||
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| 4 | 2.18 | 0.01 | 1.18 | 4.04 |
| 5 | 6.91 | <0.001 | 3.69 | 12.93 |
| ADC | 0.996 | <0.001 | 0.995 | 0.997 |
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| AUROC = 0.82 (95% CI = 0.78-0.85) | ||||
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| PI-RADS v2 and ADC categories | ||||
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| 4 | 2.22 | 0.01 | 1.21 | 4.08 |
| 5 | 6.99 | <0.001 | 3.75 | 13.05 |
| 2 | 2.00 | 0.025 | 1.09 | 3.67 |
| 3 | 4.40 | <0.001 | 2.49 | 7.79 |
| 4 | 10.59 | <0.001 | 5.85 | 19.17 |
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| AUROC = 0.81 (95% CI = 0.77-0.85) | ||||
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| PI-RADS v2 and PSAD categories | ||||
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| 4 | 3.47 | <0.001 | 1.92 | 6.25 |
| 5 | 15.02 | <0.001 | 8.14 | 27.73 |
| 2 | 2.59 | <0.001 | 1.54 | 4.36 |
| 3 | 2.86 | <0.001 | 1.65 | 4.98 |
| 4 | 4.59 | <0.001 | 2.76 | 7.61 |
| AUROC = 0.79 (95% CI = 0.74-0.82) | ||||
| PI-RADS v2 and PSAD | ||||
| 4 | 3.47 | <0.001 | 1.89 | 6.38 |
| 5 | 14.89 | <0.001 | 7.88 | 28.12 |
| PSAD | 434.39 | <0.001 | 52.47 | 3596.55 |
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| AUROC = 0.80 (95% CI = 0.75-0.82) | ||||
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| PI-RADS v2 and PSADtz | ||||
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| 4 | 3.37 | <0.001 | 1.80 | 6.31 |
| 5 | 15.18 | <0.001 | 7.94 | 29.04 |
| PSAD transition zone | 3.44 | <0.001 | 1.88 | 6.32 |
| AUROC = 0.80 (95% CI = 0.76-0.83) | ||||
| PI-RADS v2, PSAD categories, and ADC categories | ||||
| 4 | 2.25 | 0.008 | 1.23 | 4.11 |
| 5 | 6.58 | <0.001 | 3.52 | 12.31 |
| 2 | 2.48 | 0.002 | 1.40 | 4.39 |
| 3 | 2.22 | 0.009 | 1.22 | 4.04 |
| 4 | 3.67 | <0.001 | 2.21 | 6.10 |
| 2 | 1.77 | 0.07 | 0.95 | 3.29 |
| 3 | 3.67 | <0.001 | 2.07 | 6.52 |
| 4 | 8.78 | <0.001 | 4.76 | 16.20 |
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| AUROC = 0.83 (95% CI = 0.79-0.86) | ||||
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| PI-RADS v2, PSAD categories, ADC categories, age, and palpable nodule | ||||
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| Age | 1.03 | 0.031 | 1.00 | 1.06 |
| Palpable Nodule | 2.46 | 0.006 | 1.30 | 4.69 |
| 4 | 2.16 | 0.012 | 1.18 | 3.95 |
| 5 | 6.18 | <0.001 | 3.30 | 11.58 |
| 2 | 2.46 | 0.003 | 1.36 | 4.46 |
| 3 | 2.21 | 0.01 | 1.20 | 4.07 |
| 4 | 3.75 | <0.001 | 2.25 | 6.25 |
| 2 | 1.76 | 0.07 | 0.95 | 3.23 |
| 3 | 3.46 | <0.001 | 1.96 | 6.13 |
| 4 | 7.73 | <0.001 | 4.18 | 14.3 |
P = probability; CI = confidence interval; PI-RADS v2 = Prostate Imaging Reporting and Data System, version 2; AUROC = area under the receiver-operating characteristic curve; PSAD = prostate-specific antigen density; tz = transition zone; ADC = apparent diffusion coefficient
Figure 2Prediction of clinically significant prostate cancer at targeted lesions, ROC curves. The greatest separation between the curve of the model that included only PI-RADS v2 scores and the other three models is seen in the segment that corresponds to PI-RADS v2 scores 4 and 5. The model that incorporated both categorized (cat) ADC values and PSAD provided better discrimination.
Upgrade of systematic biopsy – logistic regression analysis.
| Odds Ratio | P | 95% CI | ||
|---|---|---|---|---|
| 4 | 1.20 | 0.41 | 0.78 | 1.84 |
| 5 | 0.48 | 0.02 | 0.26 | 0.88 |
| 2 | 2.39 | 0.003 | 1.35 | 4.21 |
| 3 | 2.39 | 0.008 | 1.25 | 4.54 |
| 4 | 2.48 | 0.003 | 1.37 | 4.47 |
| Number of lesions on MRI | 1.41 | 0.02 | 1.06 | 1.89 |
| Lesion diameter on MRI | 0.76 | 0.06 | 0.57 | 1.01 |
P = probability; CI = confidence interval; PI-RADS v2 = Prostate Imaging Reporting and Data System, version 2; PSAD = prostate-specific antigen density; MRI = magnetic resonance imaging; AUROC = area under the receiver-operating characteristic curve
Figure 3Prediction of upgrade on systematic biopsy, ROC curve. The area under the ROC curve of the model was 0.69, only marginally discriminating between men in whom systematic biopsy will and will not lead to upgrade to clinically significant prostate cancer.