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Rotterdam mobile phone app including MRI data for the prediction of prostate cancer
- Source :
- European Journal of Surgical Oncology, 47(10), 2640-2645. W.B. Saunders
- Publication Year :
- 2021
- Publisher :
- W.B. Saunders, 2021.
-
Abstract
- Objectives The Rotterdam Prostate Cancer Risk calculator (RPCRC) has been validated in the past years. Recently a new version including multiparametric magnetic resonance imaging (mpMRI) data has been released. The aim of our study was to analyze the performance of the mpMRI RPCRC app. Methods A series of men undergoing prostate biopsies were enrolled in eleven Italian centers. Indications for prostate biopsy included: abnormal Prostate specific antigen levels (PSA>4 ng/ml), abnormal DRE and abnormal mpMRI. Patients’ characteristics were recorded. Prostate cancer (PCa) risk and high-grade PCa risk were assessed using the RPCRC app. The performance of the mpMRI RPCRC in the prediction of cancer and high-grade PCa was evaluated using receiver operator characteristics, calibration plots and decision curve analysis. Results Overall, 580 patients were enrolled: 404/580 (70%) presented PCa and out of them 224/404 (55%) presented high-grade PCa. In the prediction of cancer, the RC presented good discrimination (AUC = 0.74), poor calibration (p = 0.01) and a clinical net benefit in the range of probabilities between 50 and 90% for the prediction of PCa (Fig. 1). In the prediction of high-grade PCa, the RC presented good discrimination (AUC = 0.79), good calibration (p = 0.48) and a clinical net benefit in the range of probabilities between 20 and 80% (Fig. 1). Conclusions The Rotterdam prostate cancer risk App accurately predicts the risk of PCa and particularly high-grade cancer. The clinical net benefit is wide for high-grade cancer and therefore its implementation in clinical practice should be encouraged. Further studies should assess its definitive role in clinical practice.
- Subjects :
- Oncology
Male
medicine.medical_specialty
Prostate biopsy
Biopsy
030232 urology & nephrology
urologic and male genital diseases
Nomogram
03 medical and health sciences
Prostate cancer
0302 clinical medicine
SDG 3 - Good Health and Well-being
Prostate
Predictive Value of Tests
Internal medicine
medicine
Humans
Multiparametric Magnetic Resonance Imaging
Aged
medicine.diagnostic_test
Receiver operating characteristic
business.industry
Medical app
Cancer
Prostatic Neoplasms
Magnetic resonance imaging
General Medicine
Middle Aged
medicine.disease
Mobile Applications
Prostate-specific antigen
Settore MED/24
medicine.anatomical_structure
ROC Curve
Magnetic resonance
030220 oncology & carcinogenesis
Area Under Curve
Calibration
Surgery
magnetic resonance
medical app
nomogram
prostate cancer
Neoplasm Grading
business
Subjects
Details
- Language :
- English
- ISSN :
- 15322157 and 07487983
- Volume :
- 47
- Issue :
- 10
- Database :
- OpenAIRE
- Journal :
- European Journal of Surgical Oncology
- Accession number :
- edsair.doi.dedup.....65a0a692708e136625b0e36856cb5c6e