Prediction of High-grade Prostate Cancer Following Multiparametric Magnetic Resonance Imaging: Improving the Rotterdam European Randomized Study of Screening for Prostate Cancer Risk Calculators

被引:158
作者
Alberts, Arnout R. [1 ]
Roobol, Monique J. [1 ]
Verbeek, Jan F. M. [1 ]
Schoots, Ivo G. [2 ]
Chiu, Peter K. [1 ]
Osses, Daniel F. [1 ,2 ]
Tijsterman, Jasper D. [3 ]
Beerlage, Harrie P. [4 ]
Mannaerts, Christophe K. [5 ]
Schimmoeller, Lars [6 ]
Albers, Peter [7 ]
Arsov, Christian [7 ]
机构
[1] Erasmus Univ, Med Ctr, Dept Urol, Room Na 1710,Wytemaweg 80, NL-3015 CN Rotterdam, Netherlands
[2] Erasmus Univ, Med Ctr, Dept Radiol & Nucl Med, Rotterdam, Netherlands
[3] Haga Teaching Hosp, Dept Urol, The Hague, Netherlands
[4] Jeroen Bosch Hosp, Dept Urol, Den Bosch, Netherlands
[5] AMC Univ Hosp, Dept Urol, Amsterdam, Netherlands
[6] Univ Dusseldorf, Dept Diagnost & Intervent Radiol, Fac Med, Dusseldorf, Germany
[7] Univ Dusseldorf, Fac Med, Dept Urol, Dusseldorf, Germany
关键词
Biopsy; Magnetic resonance imaging; Multivariable risk stratification; Prostate cancer; Risk calculator; IN-BORE; DIAGNOSTIC-ACCURACY; ULTRASOUND FUSION; BIOPSY; GUIDELINES; MRI; MEN; VALIDATION; MODELS; TRIAL;
D O I
10.1016/j.eururo.2018.07.031
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Background: The Rotterdam European Randomized Study of Screening for Prostate Cancer risk calculators (ERSPC-RCs) help to avoid unnecessary transrectal ultrasound-guided systematic biopsies (TRUS-Bx). Multivariable risk stratification could also avoid unnecessary biopsies following multiparametric magnetic resonance imaging (mpMRI). Objective: To construct MRI-ERSPC-RCs for the prediction of any- and high-grade (Gleason score >= 3 + 4) prostate cancer (PCa) in 12-core TRUS-Bx +/- MRI-targeted biopsy (MRI-TBx) by adding Prostate Imaging Reporting and Data System(PI-RADS) and age as parameters to the ERSPC-RC3 (biopsy-naive men) and ERSPC-RC4 (previously biopsied men). Design, setting, and participants: A total of 961 men received mpMRI and 12-core TRUS-Bx +/- MRI-TBx (in case of PI-RADS >= 3) in five institutions. Data of 504 biopsy-naive and 457 previously biopsied men were used to adjust the ERSPC-RC3 and ERSPC-RC4. Outcome measurements and statistical analysis: Logistic regression models were constructed. The areas under the curve (AUCs) of the original ERSPC-RCs and MRI-ERSPCRCs (including PI-RADS and age) for any- and high-grade PCa were compared. Decision curve analysis was performed to assess the clinical utility of the MRI-ERSPC-RCs. Results and limitations: MRI-ERSPC-RC3 had a significantly higher AUC for high-grade PCa compared with the ERSPC-RC3: 0.84 (95% confidence interval [CI] 0.81-0.88) versus 0.76 (95% CI 0.71-0.80, p < 0.01). Similarly, MRI-ERSPC-RC4 had a higher AUC for high-grade PCa compared with the ERSPC-RC4: 0.85 (95% CI 0.81-0.89) versus 0.74 (95% CI 0.69-0.79, p < 0.01). Unlike for the MRI-ERSPC-RC3, decision curve analysis showed clear net benefit of the MRI-ERSPC-RC4 at a high-grade PCa risk threshold of >= 5%. Using a >= 10% high-grade PCa risk threshold to biopsy for the MRI-ERSPC-RC4, 36% biopsies are saved, missing low- and high-grade PCa, respectively, in 15% and 4% of men who are not biopsied. Conclusions: We adjusted the ERSPC-RCs for the prediction of any-and high-grade PCa in 12-core TRUS-Bx +/- MRI-TBx. Although the ability of the MRI-ERSPC-RC3 for biopsy-naive men to avoid biopsies remains questionable, application of the MRI-ERSPC-RC4 in previously biopsied men in our cohort would have avoided 36% of biopsies, missing high-grade PCa in 4% of men who would not have received a biopsy. Patient summary: We have constructed magnetic resonance imaging-based Rotterdam European Randomized study of Screening for Prostate Cancer (MRI-ERSPC) risk calculators for prostate cancer prediction in transrectal ultrasound-guided biopsy and MRI-targeted biopsy by incorporating age and Prostate Imaging Reporting and Data System score into the original ERSPC risk calculators. The MRI-ERSPC risk calculator for previously biopsied men could be used to avoid one-third of biopsies following MRI. (C) 2018 European Association of Urology. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:310 / 318
页数:9
相关论文
共 26 条
[1]   Diagnostic accuracy of multi-parametric MRI and TRUS biopsy in prostate cancer (PROMIS): a paired validating confirmatory study [J].
Ahmed, Hashim U. ;
Bosaily, Ahmed El-Shater ;
Brown, Louise C. ;
Gabe, Rhian ;
Kaplan, Richard ;
Parmar, Mahesh K. ;
Collaco-Moraes, Yolanda ;
Ward, Katie ;
Hindley, Richard G. ;
Freeman, Alex ;
Kirkham, Alex P. ;
Oldroyd, Robert ;
Parker, Chris ;
Emberton, Mark .
LANCET, 2017, 389 (10071) :815-822
[2]   Risk-based Patient Selection for Magnetic Resonance Imaging-targeted Prostate Biopsy after Negative Transrectal Ultrasound-guided Random Biopsy Avoids Unnecessary Magnetic Resonance Imaging Scans [J].
Alberts, Arnout R. ;
Schoots, Ivo G. ;
Bokhorst, Leonard P. ;
van Leenders, Geert J. ;
Bangma, Chris H. ;
Roobol, Monique J. .
EUROPEAN UROLOGY, 2016, 69 (06) :1129-1134
[3]   Prospective Randomized Trial Comparing Magnetic Resonance Imaging (MRI)-guided In-bore Biopsy to MRI-ultrasound Fusion and Transrectal Ultrasound-guided Prostate Biopsy in Patients with Prior Negative Biopsies [J].
Arsov, Christian ;
Rabenalt, Robert ;
Blondin, Dirk ;
Quentin, Michael ;
Hiester, Andreas ;
Godehardt, Erhard ;
Gabbert, Helmut E. ;
Becker, Nikolaus ;
Antoch, Gerald ;
Albers, Peter ;
Schimmoeller, Lars .
EUROPEAN UROLOGY, 2015, 68 (04) :713-720
[4]   ESUR prostate MR guidelines 2012 [J].
Barentsz, Jelle O. ;
Richenberg, Jonathan ;
Clements, Richard ;
Choyke, Peter ;
Verma, Sadhna ;
Villeirs, Geert ;
Rouviere, Olivier ;
Logager, Vibeke ;
Futterer, Jurgen J. .
EUROPEAN RADIOLOGY, 2012, 22 (04) :746-757
[5]   Prediction of Prostate Cancer: External Validation of the ERSPC Risk Calculator in a Contemporary Dutch Clinical Cohort [J].
Gayet, Maudy ;
Mannaerts, Christophe K. ;
Nieboer, Daan ;
Beerlage, Harrie P. ;
Wijkstra, Hessel ;
Mulders, Peter F. A. ;
Roobol, Monique J. .
EUROPEAN UROLOGY FOCUS, 2018, 4 (02) :228-234
[6]   MRI-Targeted or Standard Biopsy for Prostate-Cancer Diagnosis [J].
Kasivisvanathan, V ;
Rannikko, A. S. ;
Borghi, M. ;
Panebianco, V ;
Mynderse, L. A. ;
Vaarala, M. H. ;
Briganti, A. ;
Budaus, L. ;
Hellawell, G. ;
Hindley, R. G. ;
Roobol, M. J. ;
Eggener, S. ;
Ghei, M. ;
Villers, A. ;
Bladou, F. ;
Villeirs, G. M. ;
Virdi, J. ;
Boxler, S. ;
Robert, G. ;
Singh, P. B. ;
Venderink, W. ;
Hadaschik, B. A. ;
Ruffion, A. ;
Hu, J. C. ;
Margolis, D. ;
Crouzet, S. ;
Klotz, L. ;
Taneja, S. S. ;
Pinto, P. ;
Gill, I ;
Allen, C. ;
Giganti, F. ;
Freeman, A. ;
Morris, S. ;
Punwani, S. ;
Williams, N. R. ;
Brew-Graves, C. ;
Deeks, J. ;
Takwoingi, Y. ;
Emberton, M. ;
Moore, C. M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2018, 378 (19) :1767-1777
[7]   Assessing the Clinical Impact of Risk Prediction Models With Decision Curves: Guidance for Correct Interpretation and Appropriate Use [J].
Kerr, Kathleen F. ;
Brown, Marshall D. ;
Zhu, Kehao ;
Janes, Holly .
JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (21) :2534-+
[8]  
Louie KS, 2015, ANN ONCOL, V26, P848, DOI 10.1093/annonc/mdu525
[9]   What Is the Negative Predictive Value of Multiparametric Magnetic Resonance Imaging in Excluding Prostate Cancer at Biopsy? A Systematic Review and Meta-analysis from the European Association of Urology Prostate Cancer Guidelines Panel [J].
Moldovan, Paul C. ;
Van den Broeck, Thomas ;
Sylvester, Richard ;
Marconi, Lorenzo ;
Bellmunt, Joaquim ;
van den Bergh, Roderick C. N. ;
Bolla, Michel ;
Briers, Erik ;
Cumberbatch, Marcus G. ;
Fossati, Nicola ;
Gross, Tobias ;
Henry, Ann M. ;
Joniau, Steven ;
van der Kwast, Theo H. ;
Matveev, Vsevolod B. ;
van der Poel, Henk G. ;
De Santis, Maria ;
Schoots, Ivo G. ;
Wiegel, Thomas ;
Yuan, Cathy Yuhong ;
Cornford, Philip ;
Mottet, Nicolas ;
Lam, Thomas B. ;
Rouviere, Olivier .
EUROPEAN UROLOGY, 2017, 72 (02) :250-266
[10]   EAU-ESTRO-SIOG Guidelines on Prostate Cancer. Part 1: Screening, Diagnosis, and Local Treatment with Curative Intent [J].
Mottet, Nicolas ;
Bellmunt, Joaquim ;
Bolla, Michel ;
Briers, Erik ;
Cumberbatch, Marcus G. ;
De Santis, Maria ;
Fossati, Nicola ;
Gross, Tobias ;
Henry, Ann M. ;
Joniau, Steven ;
Lam, Thomas B. ;
Mason, Malcolm D. ;
Matveev, Vsevolod B. ;
Moldovan, Paul C. ;
van den Bergh, Roderick C. N. ;
Van den Broeck, Thomas ;
van der Poel, Henk G. ;
van der Kwast, Theo H. ;
Rouviere, Olivier ;
Schoots, Ivo G. ;
Wiegel, Thomas ;
Cornford, Philip .
EUROPEAN UROLOGY, 2017, 71 (04) :618-629