A Clinically Significant Prostate Cancer Predictive Model Using Digital Rectal Examination Prostate Volume Category to Stratify Initial Prostate Cancer Suspicion and Reduce Magnetic Resonance Imaging Demand

被引:12
|
作者
Morote, Juan [1 ,2 ]
Borque-Fernando, Angel [3 ]
Triquell, Marina [1 ,2 ]
Campistol, Miriam [1 ,2 ]
Celma, Anna [1 ,2 ]
Regis, Lucas [1 ,2 ]
Abascal, Jose M. [4 ,5 ]
Servian, Pol [6 ]
Planas, Jacques [1 ,2 ]
Mendez, Olga [7 ]
Esteban, Luis M. [8 ]
Trilla, Enrique [1 ,2 ]
机构
[1] Vall dHebron Hosp, Dept Urol & Surg, Barcelona 08035, Spain
[2] Univ Autonoma Barcelona, Barcelona 08035, Spain
[3] Hosp Miguel Servet, Dept Urol, IIS Aragon, Zaragoza 50009, Spain
[4] Parc Salut Mar, Dept Urol, Barcelona 08003, Spain
[5] Univ Pompeu Fabra, Barcelona 08003, Spain
[6] Hosp Badalona Germans Trias & Pujol, Dept Urol, Badalona 08916, Spain
[7] Vail dHebron Res Inst, Urol Biomed Res Unit, Barcelona 08035, Spain
[8] Univ Zaragoza, Escuela Univ Politecn La Almunia, Dept Appl Math, Zaragoza 50100, Spain
关键词
prostate cancer; suspicion; clinically significant; predictive model; risk calculator; external validation; magnetic resonance imaging; development; ANTIGEN DENSITY; RISK CALCULATOR; BIOPSY; RECOMMENDATIONS; GUIDELINES; UROLOGY; CURVES; PART;
D O I
10.3390/cancers14205100
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Early detection of PCa (PCa) has evolved towards clinically significant PCa (csPCa) after the spread of pre-biopsy multiparametric magnetic resonance imaging (mpMRI). However, PCa suspicion remains based on prostate-specific antigen (PSA) elevation and/or abnormal digital rectal examination (DRE). This change of paradigm and approach has reduced unnecessary prostate biopsies and overdetection of insignificant PCa, while the demand for mpMRI has skyrocketed despite its implementation not being allowed at all sites. The European Association of Urology (EAU) proposes risk-organized models for early detection of csPCa stratifying the initial PCa suspicion to reduce MRI scans and then prostate biopsies after mpMRI. Risk calculators are efficient tools for individualizing the risk of csPCa, especially when prostate volume is included in the predictive models. After the development and external validation of the Barcelona MRI risk calculator (BCN-RC 2) for the selection of candidates for prostate biopsy, we have now developed and externally validated BCN-RC 1 with the aim of reduce mpMRI demand. Both BCN-RC 1 and RC 2 are ready to be integrated in a risk-organized model for early detection of csPCa. A predictive model including age, PCa family history, biopsy status (initial vs repeat), DRE (normal vs abnormal), serum prostate-specific antigen (PSA), and DRE prostate volume ca-tegory was developed to stratify initial PCa suspicion in 1486 men with PSA > 3 ng/mL and/or abnormal DRE, in whom mpMRI followed; 2- to 4-core TRUS-guided biopsies where Prostate Imaging Report and Data System (PI-RADS) > 3 lesions and/or 12-core TRUS systematic biopsies were performed in one academic institution between 1 January 2016-31 December 2019. The csPCa detection rate, defined as International Society of Uro-Pathology grade group 2 or higher, was 36.9%. An external validation of designed BCN-RC 1 was carried out on 946 men from two other institutions in the same metropolitan area, using the same criteria of PCa suspicion and diagnostic approach, yielded a csPCa detection rate of 40.8%. The areas under the receiver operating characteristic curves of BCN-RC 1 were 0.823 (95% CI: 0.800-0.846) in the development cohort and 0.837 (95% CI: 0.811-0.863) in the validation cohort (p = 0.447). In both cohorts, BCN-RC 1 exhibited net benefit over performing mpMRI in all men from 8 and 12% risk thresholds, respectively. At 0.95 sensitivity of csPCa, the specificities of BCN-RC 1 were 0.24 (95% CI: 0.22-0.26) in the development cohort and 0.34 (95% CI: 0.31-0.37) in the validation cohort (p < 0.001). The percentages of avoided mpMRI scans were 17.2% in the development cohort and 22.3% in the validation cohort, missing between 1.8% and 2% of csPCa among men at risk of PCa. In summary, BCN-RC 1 can stratify initial PCa suspicion, reducing the demand of mpMRI, with an acceptable loss of csPCa.
引用
收藏
页数:14
相关论文
共 50 条
  • [11] Multiparametric Magnetic Resonance Imaging Outperforms the Prostate Cancer Prevention Trial Risk Calculator in Predicting Clinically Significant Prostate Cancer
    Salami, Simpa S.
    Vira, Manish A.
    Turkbey, Baris
    Fakhoury, Mathew
    Yaskiv, Oksana
    Villani, Robert
    Ben-Levi, Eran
    Rastinehad, Ardeshir R.
    CANCER, 2014, 120 (18) : 2876 - 2882
  • [12] Precision of multiparametric Prostate Magnetic Resonance Imaging for the Detection of clinically significant Prostate Cancer
    Krafft, U.
    Borkowetz, A.
    UROLOGE, 2020, 59 (01): : 72 - 77
  • [13] Prediction of Prostate Cancer Risk: The Role of Prostate Volume and Digital Rectal Examination in the ERSPC Risk Calculators
    Roobol, Monique J.
    van Vugt, Heidi A.
    Loeb, Stacy
    Zhu, Xiaoye
    Bul, Meelan
    Bangma, Chris H.
    van Leenders, Arno G. L. J. H.
    Steyerberg, Ewout W.
    Schroder, Fritz H.
    EUROPEAN UROLOGY, 2012, 61 (03) : 577 - 583
  • [14] Use of Digital Rectal Examination as an Adjunct to Prostate Specific Antigen in the Detection of Clinically Significant Prostate Cancer
    Halpern, Joshua A.
    Oromendia, Clara
    Shoag, Jonathan E.
    Mittal, Sameer
    Cosiano, Michael F.
    Ballman, Karla V.
    Vickers, Andrew J.
    Hu, Jim C.
    JOURNAL OF UROLOGY, 2018, 199 (04) : 947 - 953
  • [15] Diagnosis of clinically significant prostate cancer after negative multiparametric magnetic resonance imaging
    Zattoni, Fabio
    Morlacco, Alessandro
    Soligo, Matteo
    Mancini, Mariangela
    Leone, Nicolo
    Zecchini, Giovanni
    Reitano, Giuseppe
    Bednarova, Iliana
    Lacognata, Carmelo Salvino
    Lauro, Alberto
    Zanovello, Nicola
    Novara, Giacomo
    dal Moro, Fabrizio
    CENTRAL EUROPEAN JOURNAL OF UROLOGY, 2022, 75 (03) : 277 - 283
  • [16] Risk of clinically significant prostate cancer undercategorized by multiparametric magnetic resonance imaging
    Zhu, Wangshu
    Long, Haining
    Yu, Weibin
    Xiong, Yijia
    Fu, Caixia
    Zhao, Jungong
    Liu, Xiaohong
    ABDOMINAL RADIOLOGY, 2025,
  • [17] Impact of biparametric prebiopsy prostate magnetic resonance imaging on the diagnostics of clinically significant prostate cancer in biopsy naive men
    Knaapila, Juha
    Autio, Venla
    Jambor, Ivan
    Ettala, Otto
    Verho, Janne
    Kiyiniemi, Aida
    Taimen, Pekka
    Perez, Ileana Montoya
    Aronen, Hannu J.
    Syvanen, Kari T.
    Bostrom, Peter J.
    SCANDINAVIAN JOURNAL OF UROLOGY, 2020, 54 (01) : 7 - 13
  • [18] Multiparametric Magnetic Resonance Imaging in Evaluation of Clinically Significant Prostate Cancer
    Ingole, Sarang M.
    Mehta, Rajeev U.
    Kazi, Zubair N.
    Bhuyar, Rutuja, V
    INDIAN JOURNAL OF RADIOLOGY AND IMAGING, 2021, 31 (01) : 65 - 77
  • [19] Prostate health index (PHI) and prostate-specific antigen (PSA) predictive models for prostate cancer in the Chinese population and the role of digital rectal examination-estimated prostate volume
    Chiu, Peter K. F.
    Roobol, Monique J.
    Teoh, Jeremy Y.
    Lee, Wai-Man
    Yip, Siu-Ying
    Hou, See-Ming
    Bangma, Chris H.
    Ng, Chi-Fai
    INTERNATIONAL UROLOGY AND NEPHROLOGY, 2016, 48 (10) : 1631 - 1637
  • [20] Development and validation of a predictive model for determining clinically significant prostate cancer in men with negative magnetic resonance imaging after transrectal ultrasound-guided prostate biopsy
    Liu, Gang
    Zhu, Yuze
    Yao, Zichuan
    Jiang, Yunzhong
    Wu, Bin
    Bai, Song
    PROSTATE, 2021, 81 (13) : 983 - 991