Published January 1, 2025 | Version v1
Journal article Open

Assessing the aggressiveness of prostate cancer using ADC and relaxation maps from synthetic MRI

  • 1. Istanbul Sisli Hamidiye Etfal Training & Res Hosp, Dept Radiol, Istanbul, Turkiye
  • 2. Univ Wisconsin, Sch Med & Publ Hlth, Dept Radiol, Madison, WI 53706 USA
  • 3. Acibadem Mehmet Ali Aydinlar Univ, Sch Med, Dept Radiol, Istanbul, Turkiye
  • 4. Istanbul Sisli Hamidiye Etfal Training & Res Hosp, Dept Dermatol, Istanbul, Turkiye
  • 5. Acibadem Mehmet Ali Aydinlar Univ, Sch Med, Dept Pathol, Istanbul, Turkiye
  • 6. Acibadem Mehmet Ali Aydinlar Univ, Sch Med, Dept Urol, Istanbul, Turkiye
  • 7. Istanbul Tech Univ, Dept Comp Engn, Istanbul, Turkiye

Description

Background Emerging evidence suggests multiparametric prostate MRI's role in evaluating prostate cancer (PCa) aggressiveness. Purpose To evaluate the utility of quantitative sequences in prostate MRI for assessing peripheral zone PCa aggressiveness, focusing on added value of relaxation maps to ADC. Material and Methods In total, 64 men undergoing preoperative bi-parametric prostate MRI with synthetic sequences were retrospectively enrolled. Radiologists delineated lesions on ADC maps and synthetic MRI, matched with digitized whole-mount specimens. PCa was graded as low, intermediate, or high based on Gleason grade. Statistical analyses assessed differences in T1, T2, PD, and ADC values across grades. For significant variables, AUC curves were generated. A logistic regression model evaluated the added diagnostic value of relaxation maps to ADC. Results Of the 95 PCa foci, 11 were low-grade, 45 intermediate-grade, and 39 high-grade. T1 (P = 0.4) and PD (P = 0.3) showed no significant differences, while T2 and ADC differed significantly (P < 0.001). Median T2 values were 98 ms (low-grade), 81 ms (intermediate), and 73 ms (high-grade), and median ADC values were 1006 mm(2)/s, 836 mm(2)/s, and 721 mm(2)/s, respectively. ADC yielded AUCs of 0.888 (95% CI=0.794-0.963; P < 0.0001) for low- versus intermediate-to-high-grade PCa, and 0.825 (95% CI=0.724-0.901; P < 0.0001) for low-to-intermediate versus high-grade. T2 AUCs were 0.770 (95% CI=0.605-0.908; P = 0.021) and 0.755 (95% CI=0.648-0.864; P = 0.0051), respectively. A logistic regression model combining T2 and ADC showed no significant improvement over ADC alone in differentiating low- versus intermediate-to-high-grade and low-to-intermediate versus high-grade PCa (P > 0.05). Conclusion T1 and PD maps from synthetic MRI showed limited utility in grading PCa. Although T2 values were effective, ADC values were superior in assessing PCa aggressiveness. The addition of T2 to ADC did not significantly improve diagnostic performance.

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