Related Experiment Video
Updated: Jun 3, 2026
A Cognitive Fusion-guided Prostate Biopsy Using Multiparametric Magnetic Resonance Imaging and Transrectal Ultrasound
Published on: March 21, 2025
A Feasibility study of a two-step ADC-PSAD-GWR rule for stratifying prostate lesions prior to biopsy
Hanxiao Chen1, Ting Chen1, Gang Li1
1Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Tianhe District, Tianhe Road 600, Guangzhou, 510620, China.
Objectives:
To test the feasibility of a two-step rule integrating apparent diffusion coefficient (ADC), PSA density (PSAD), and gadolinium wash-in/wash-out rate (GWR) in stratifying prostate lesions for biopsy decision-making, and to compare its performance with PI-RADS v2.1 within a retrospective single-center cohort.
Methods:
This retrospective case series included 110 patients (mean age 70 ± 9 years) who underwent 3.0-T mpMRI and prostate surgery. ADC, PSAD, and GWR were measured from index lesions. Optimal cutoffs (ADC 0.747 × 10⁻³ mm²/s, PSAD 0.344 ng/mL², GWR 9.454%) were derived by 5-fold cross-validation. A two-step rule was constructed: step 1 assigned lesions to four ADC-PSAD quadrants (Q1-Q4); step 2 refined risk using GWR. Performance was compared descriptively with PI-RADS.
Results:
The four-quadrant framework identified Q2 (low ADC/high PSAD) as the malignant-dominant quadrant and Q3 (high ADC/low PSAD) as predominantly benign. GWR refinement defined a subgroup (Q3 with low GWR) that contained no clinically significant prostate cancer (csPCa) among the 20 patients assigned. In the sensitivity analysis (all-grade PCa vs. benign), the same subgroup contained zero cancers. Compared with PI-RADS, the two-step rule avoided 35.1% (13/37) of unnecessary biopsies in PI-RADS ≥ 4 and detected all occult csPCa in PI-RADS ≤ 3 (12/12). Overall csPCa detection was 97.6% (41/42). Sensitivity analysis yielded consistent findings: unnecessary biopsy avoidance of 46.4% (13/28) and all-grade cancer detection of 98.0% (48/49).
Conclusion:
This feasibility study suggests that the two-step ADC-PSAD-GWR rule may help guide biopsy decisions by identifying a low-risk subgroup where biopsy may be safely deferred. However, due to the retrospective, single-center design and lack of external validation, the findings should be considered hypothesis-generating. No claim of superiority over PI-RADS or reduction in patient-important outcomes (e.g., mortality) is made.
