Trial reportEuropean urology2017
Evaluating the Four Kallikrein Panel of the 4Kscore for Prediction of High-grade Prostate Cancer in Men in the Canary Prostate Active Surveillance Study.
Trial report in European urology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
51 citing papers in PubMed, 1 synthesis or guideline pooled it, 85 citations in OpenAlex.
- Association between baseline prostate MRI PI-RADS classification and risk of Gleason upgrade during active surveillance: a systematic review and meta-analysis.World journal of urology · 2026Pooled it
- Incorporating Magnetic Resonance Imaging and Biomarkers in Active Surveillance Protocols - Results From the Prospective Stockholm3 Active Surveillance Trial (STHLM3AS).Journal of the National Cancer Institute · 2021Trial
- 4K density: Adjusting the 4Kscore for prostate volume to improve risk stratification of clinically significant prostate cancer in men undergoing prostate biopsy.Prostate cancer and prostatic diseases · 2026Article
- Article
- Predictive models for biopsy upgrading in active surveillance for prostate cancer: a scoping review.World journal of urology · 2026Article
- Risk of reclassification and novel tools in active surveillance.Asian journal of urology · 2025Review
- Weighted Brier Score - an Overall Summary Measure for Risk Prediction Models with Clinical Utility Consideration.Statistics in biosciences · 2025Article
- The Evolving Landscape of Novel and Old Biomarkers in Localized High-Risk Prostate Cancer: State of the Art, Clinical Utility, and Limitations Toward Precision Oncology.Journal of personalized medicine · 2025Review
- Improving Efficiency and Robustness of the Prognostic Accuracy of Biomarkers With Partial Incomplete Failure-Time Data and Auxiliary Outcome: Application to Prostate Cancer Active Surveillance Study.Statistics in medicine · 2025Article
- Evaluating 4Kscore's role in predicting progression on active surveillance for prostate cancer independently of clinical information and PIRADS score.Prostate cancer and prostatic diseases · 2025Article
- Liquid Biomarkers in Prostate Cancer Diagnosis: Current Status and Emerging Prospects.The world journal of men's health · 2025Review
- Validation of a prognostic blood-based sphingolipid panel for men with localized prostate cancer followed on active surveillance.Biomarker research · 2024Article
- Prostate cancer biomarkers: from early diagnosis to precision treatment.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2024Review
- DNA ploidy and PTEN as biomarkers for predicting aggressive disease in prostate cancer patients under active surveillance.British journal of cancer · 2024Article
- Perspectives on prostate cancer: advances and pending challenges for a multidisciplinary oncological approach in South America.International urology and nephrology · 2024Review
- Advances in multiparametric magnetic resonance imaging combined with biomarkers for the diagnosis of high-grade prostate cancer.Frontiers in surgery · 2024Review
- Constructing time-invariant dynamic surveillance rules for optimal monitoring schedules.Biometrics · 2023Article
- Is Active Surveillance Too Active?Current urology reports · 2023Review
- Protocol of a multicentre randomised controlled trial assessing transperineal prostate biopsy to reduce infectiouscomplications.BMJ open · 2023Article
- Impact of Prostate Health Index Results for Prediction of Biopsy Grade Reclassification During Active Surveillance.The Journal of urology · 2022Article
Corrections and comments
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Authors and funding
18 authors at 11 institutions in 2 countries.
Funding
Abstract
backgroundDiagnosis of Gleason 6 prostate cancer can leave uncertainty about the presence of undetected aggressive disease.
objectiveTo evaluate the utility of a four kallikrein (4K) panel in predicting the presence of high-grade cancer in men on active surveillance. DESIGN, SETTING, AND
participantsPlasma collected before the first and subsequent surveillance biopsies was assessed for 718 men prospectively enrolled in the multi-institutional Canary PASS trial. Biopsy data were split 2:1 into training and test sets. We developed statistical models that included clinical information and either the 4Kpanel or serum prostate-specific antigen (PSA). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The endpoint was reclassification to Gleason ≥7. We used receiver operating characteristic (ROC) curve analyses and area under the curve (AUC) to assess discriminatory capacity, and decision curve analysis (DCA) to report clinical net benefit. RESULTS AND LIMITATIONS: Significant predictors for reclassification were 4Kpanel (odds ratio [OR] 1.54, 95% confidence interval [CI] 1.31-1.81) or PSA (OR 2.11, 95% CI 1.53-2.91), ≥20% cores positive (OR 2.10, 95% CI 1.33-3.32), two or more prior negative biopsies (OR 0.19, 95% CI 0.04-0.85), prostate volume (OR 0.47, 95% CI 0.31-0.70), and body mass index (OR 1.09, 95% CI 1.04-1.14). ROC curve analysis comparing 4K and base models indicated that the 4Kpanel improved accuracy for predicting reclassification (AUC 0.78 vs 0.74) at the first surveillance biopsy. Both models performed comparably for prediction of reclassification at subsequent biopsies (AUC 0.75 vs 0.76). In DCA, both models showed higher net benefit compared to biopsy-all and biopsy-none strategies. Limitations include the single cohort nature of the study and the small numbers; results should be validated in another cohort before clinical use.
conclusionsThe 4Kpanel provided incremental value over routine clinical information in predicting high-grade cancer in the first biopsy after diagnosis. The 4Kpanel did not add predictive value to the base model at subsequent surveillance biopsies. PATIENT SUMMARY: Active surveillance is a management strategy for many low-grade prostate cancers. Repeat biopsies monitor for previously undetected high-grade cancer. We show that a model with clinical variables, including a panel of four kallikreins, indicates the presence of high-grade cancer before a biopsy is performed.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.