Rotterdam mobile phone app including MRI data for the prediction of prostate cancer: A multicenter external validation

被引:10
作者
De Nunzio, Cosimo [12 ]
Lombardo, Riccardo [12 ]
Baldassarri, Valeria [12 ]
Cindolo, Luca [1 ]
Bertolo, Riccardo [2 ]
Minervini, Andrea [3 ]
Sessa, Francesco [3 ]
Muto, Gianluca [3 ]
Bove, Pierluigi [2 ]
Vittori, Matteo [2 ]
Bozzini, Giorgio [4 ]
Castellan, Pietro [5 ]
Mugavero, Filippo [6 ]
Falsaperla, Mario [6 ]
Schips, Luigi [5 ]
Celia, Antonio [7 ]
Bada, Maida [7 ]
Porreca, Angelo [8 ]
Pastore, Antonio [9 ]
Al Salhi, Yazan [9 ]
Giampaoli, Marco [8 ]
Novella, Giovanni [10 ]
Rizzetto, Riccardo [10 ]
Trabacchin, Nicolo [10 ]
Mantica, Guglielmo [11 ]
Pini, Giovannalberto [11 ]
Remmers, Sebastiaan [13 ]
Antonelli, Alessandro [10 ]
Tubaro, Andrea [12 ]
机构
[1] Villa Stuart Private Hosp, Urol Dept, Rome, Italy
[2] San Carlo di Nancy Hosp, Urol Dept, Rome, Italy
[3] Univ Firenze, Dept Urol, Azienda Osped Careggi, Florence, Italy
[4] UOC Urol ASST Valle Olona, Busto Arsizio, Italy
[5] SS Annunziata Hosp, Dept Urol, Chieti, Italy
[6] UOC Urol Osped Vittorio Emanuele, Catania, Italy
[7] San Bassiano Hosp, Dept Urol, Bassano Del Grappa, Italy
[8] Abano Terme Hosp, Dept Robot Urol Surg, Abano Terme, Italy
[9] Sapienza Univ Rome, Dept Med Surg Sci & Biotechnol, Urol Unit, Latina, Italy
[10] Azienda Osped Univ Integrata, Univ Hosp, Osped Policlin, Urol Clin, Verona, Italy
[11] Urol Osped San Raffaele Turro, Milan, Italy
[12] Osped St Andrea Univ Roma Sapienza, Dept Urol, Rome, Italy
[13] Erasmus Univ, Dept Urol, Med Ctr Rotterdam, Rotterdam, Netherlands
来源
EJSO | 2021年 / 47卷 / 10期
关键词
Prostate cancer; Medical app; Magnetic resonance; Nomogram; BIOPSY; RISK; MODELS;
D O I
10.1016/j.ejso.2021.04.033
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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. (C) 2021 Elsevier Ltd, BASO similar to The Association for Cancer Surgery, and the European Society of Surgical Oncology. All rights reserved.
引用
收藏
页码:2640 / 2645
页数:6
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