PI-RADS v2 is a Strong Prognostic Marker for Adverse Outcomes in Prostate Cancer
Shadbahr, T.; Pylväläinen, J.; Eineluoto, J.; Moro, A.; Kerro, O.; Kenttämies, A.; Czeizler, E.; Murtola, T. J.; Kim-Ollila, H.-J.; Puech, P.; Olivier, J.; Villers, A.; Peltonen, J.; Nykter, M.; Tang, J.; Mirtti, T.; Laajala, T. D.; Rannikko, A. S.
Show abstract
ImportanceMagnetic Resonance Imaging (MRI) coupled with Prostate Imaging-Reporting and Data System (PI-RADS) provides a standardized scoring system for assessing the clinical significance of prostate cancer (PCa). The association between PI-RADS scores and key clinical end-points remains underexplored due to limited follow-up data. ObjectiveTo evaluate the association of PI-RADS with prostate cancer-specific mortality (PCSM), overall survival (OS), metastasis-free survival (MFS), and biochemical recurrence (BCR) across three cohorts. Design, Setting, ParticipantsA retrospective registry cohort, Helsinki University Hospital (HUS) for men with clinical suspicion of PCa, included 4,674 men who underwent diagnostic MRI during the PI-RADS version-2 era (2015-2019, median follow-up [mFU] 5.0 years). Validation cohorts were: Tampere University Hospital (n=1,474, 2016-2021, mFU 2.2 years) and Lille University Hospital (N=301, 2016-2024, mFU 6.2 years). ExposuresDiagnostic MRI imaging was scored using PI-RADS v2. Main outcomes and measuresPrimary outcomes were PCSM, OS, MFS, and BCR. Secondary measures included clinical confounders, such as age, Grade Group (GG), and Charlsons Comorbidity Index (CCI). Results84 of 4,674 HUS-cohort patients (1.7%) died of PCa, with 79 patients (94%) presenting with PI-RADS score 5. Multivariable Cox regression adjusted for clinical confounders found PI-RADS score 5 was significantly associated with PCSM (Hazard Ratio (HR) 18.4, 95% CI [6.62-51.1], p<0.001), along with biopsy GG 5 (HR 5.45 [1.82-16.3], p=0.002), CCI (HR 1.53 [1.42-1.7], p<0.001), and log2-PSA (HR 1.28 [1.11-1.5], p<0.001). Kaplan-Meier curves demonstrated negligible PCSM after negative MRI (nMRI; PI-RADS score 0-2) (log-rank p<0.001). PI-RADS score 5 was associated with OS in the Helsinki and Tampere cohorts (p<0.001) and MFS and BCR in the Lille cohort (p<0.001). Conclusion and relevancePI-RADS score 5 is strongly associated with an increased risk of PCSM and other clinically relevant outcomes. A non-suspicious MRI associates with a negligible risk of adverse outcomes. These findings support the use of MRI for risk stratification in PCa.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- PSMA+ Extracellular Vesicles are a Biomarker for SABR in Oligorecurrent Prostate Cancer Analysis from the STOMP-like and ORIOLE trial cohorts 95%
- A Subset of Localized Prostate Cancer Displays an Immunogenic Phenotype Associated with Losses of Key Tumor Suppressor Genes 92%
- Assessment of Androgen Receptor splice variant-7 as a biomarker of clinical response in castration-sensitive prostate cancer 92%
Similar papers in this journal
- Role of Specialized mSWI/SNF Complexes in Prostate Cancer Lineage Plasticity 93%
- The genomic landscape of metastatic castration-resistant prostate cancers reveals multiple distinct genotypes with potential clinical impact 92%
- Non-coding genetic variants underlying higher prostate cancer risk in men of African ancestry 91%
Similar papers in this journal
- Circulating Tumor-Derived Extracellular Vesicles Predict Clinical Outcomes in 11C Choline-identified Oligometastatic Castration-Refractory Prostate Cancer Treated with Stereotactic Ablative Radiotherapy 92%
- Association Between Artificial Intelligence-Derived Tumor Volume and Oncologic Outcomes for Localized Prostate Cancer Treated with Radiation Therapy 91%
- Risk of Clonal Hematopoiesis of Indeterminate Potential after Cancer Radiation Therapy 85%
Similar papers in this journal
- Applying a genetic risk score for prostate cancer to men with lower urinary tract symptoms in primary care to predict prostate cancer diagnosis: a cohort study in the UK Biobank 93%
- Loss of ARID1A accelerates prostate tumourigenesis with a proliferative collagen-poor phenotype through co-operation with AP1 subunit cFos 92%
- Peroxisomal β-oxidation enzyme, DECR2, regulates lipid metabolism and promotes treatment resistance in advanced prostate cancer 91%
Similar papers in this journal
- Digital Spatial Profiling identifies phospho-JNK as a biomarker for early risk stratification of aggressive prostate cancer 91%
- 5hmC-profiles in Puerto Rican Hispanic/Latino men with aggressive prostate cancer 91%
- The expression of PKM1 and PKM2 in developing, benign, and cancerous prostatic tissues 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.