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Updated: Apr 17, 2026

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Published on: November 2, 2013
Comparative Performance of Prostate Cancer Risk Prediction Tools in Gay, Bisexual, and Other Men Who Have Sex With
Kathryn E Fink1, Yingzhe Liu1, Grant Wiarda1
1Northwestern University, Feinberg School of Medicine, Department of Urology, Chicago, IL.
MRI-based prostate cancer (PCa) risk calculators show higher accuracy in men who have sex with men (MSM). Current PCa risk tools can be used for MSM without recalibration, improving diagnostic accuracy.
Area of Science:
- Urology
- Oncology
- Radiology
Background:
- Men who have sex with men (MSM) are underrepresented in prostate cancer (PCa) risk tool validation studies.
- Factors like behavior and anatomy may affect the performance of PSA, DRE, and MRI in PCa risk assessment.
- Understanding PCa risk in diverse populations is crucial for accurate diagnosis.
Purpose of the Study:
- To compare the accuracy of clinical and MRI-based PCa risk calculators between MSM and heterosexual men (HSM).
- To evaluate the performance of specific risk calculators (PLUM, UCLA, My nMRIsk) in different sexual orientation groups.
- To determine if current PCa risk tools require recalibration for MSM.
Main Methods:
- Analysis of 486 men (243 MSM, 243 HSM) undergoing prostate biopsy, matched for key demographic and clinical factors.
- Extraction and validation of sexual orientation, demographics, imaging, lab data, DRE, and biopsy results from electronic health records.
- Logistic regression models and AUC, calibration, and decision-curve analyses were used to evaluate risk calculator predictions.
Main Results:
- MSM and HSM groups were similar in age, PSA, prostate volume, and PI-RADS distribution.
- Abnormal digital rectal examination (DRE) was more frequent in MSM but not linked to higher risk of clinically significant PCa (csPCa).
- MRI-based calculators showed higher AUCs in MSM, with PLUM and UCLA performing best.
Conclusions:
- MRI-based risk calculators demonstrate superior diagnostic accuracy in MSM compared to HSM.
- Current prostate cancer risk assessment tools are suitable for use in MSM without the need for recalibration.
- These findings support the reliable application of advanced risk stratification tools across diverse patient populations.
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