Initial Prostate Biopsy: Development and Internal Validation of a Biopsy-specific Nomogram Based on the Prostate Cancer Antigen 3 Assay

被引:110
作者
Hansen, Jens [1 ,2 ]
Auprich, Marco [1 ,2 ]
Ahyai, Sascha A. [1 ]
de la Taille, Alexandre [3 ]
van Poppel, Hendrik [4 ]
Marberger, Michael [5 ]
Stenzl, Arnulf [6 ]
Mulders, Peter F. A. [7 ]
Huland, Hartwig [2 ]
Fisch, Margit [1 ]
Abbou, Clement-Claude [3 ]
Schalken, Jack A. [7 ]
Fradet, Yves [8 ]
Marks, Leonard S. [9 ]
Ellis, William [10 ]
Partin, Alan W. [11 ]
Pummer, Karl [12 ]
Graefen, Markus [2 ]
Haese, Alexander [2 ]
Walz, Jochen [13 ]
Briganti, Alberto [14 ]
Shariat, Shahrokh F. [15 ]
Chun, Felix K. [1 ]
机构
[1] Univ Hosp Hamburg Eppendorf, Dept Urol, D-20246 Hamburg, Germany
[2] Univ Hosp Eppendorf, Martini Clin Prostate Canc Ctr, Hamburg, Germany
[3] Hop Henri Mondor, F-94010 Creteil, France
[4] Univ Ziekenhuis Gasthuisberg, Louvain, Belgium
[5] Univ Vienna, Vienna, Austria
[6] Uniklinikum Tubingen, Tubingen, Germany
[7] Radboud Univ Nijmegen, Med Ctr, NL-6525 ED Nijmegen, Netherlands
[8] Univ Laval, Dept Urol, Quebec City, PQ, Canada
[9] Urol Sci Res Fdn, Culver City, CA USA
[10] Univ Washington, Med Ctr, Seattle, WA 98195 USA
[11] Johns Hopkins Univ Med Inst, Dept Urol, Baltimore, MD USA
[12] Med Univ Graz, Dept Urol, Graz, Austria
[13] Inst Paoli Calmettes Canc Ctr, Dept Urol, Marseille, France
[14] Univ Vita Salute San Raffaele, Dept Urol, Milan, Italy
[15] Cornell Univ, Dept Urol, Weill Med Coll, New York, NY 10021 USA
关键词
Biomarker; Decision curve analysis; Nomogram; Initial prostate biopsy; Internal validation; Prostate cancer; Prostate cancer antigen 3; DIGITAL RECTAL EXAMINATION; MOLECULAR URINE ASSAY; EXTERNAL VALIDATION; PCA3; PREDICTION; DIAGNOSIS; RISK; MEN; MODELS; VOLUME;
D O I
10.1016/j.eururo.2012.07.030
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: Urinary prostate cancer antigen 3 (PCA3) assay in combination with established clinical risk factors improves the identification of men at risk of harboring prostate cancer (PCa) at initial biopsy (IBX). Objective: To develop and validate internally the first IBX-specific PCA3-based nomogram that allows an individual assessment of a man's risk of harboring any PCa and high-grade PCa (HGPCa). Design, setting, and participants: Clinical and biopsy data including urinary PCA3 score of 692 referred IBX men at risk of PCa were collected within two prospective multi-institutional studies. Intervention: IBX (>= 10 biopsy cores) with standard risk factor assessment including prebiopsy urinary PCA3 measurement. Outcome measurements and statistical analysis: PCA3 assay cut-off thresholds were investigated. Regression coefficients of logistic risk factor analyses were used to construct specific sets of PCA3-based nomograms to predict any PCa and HGPCa at IBX. Accuracy estimates for the presence of any PCa and HGPCa were quantified using area under the curve of the receiver operator characteristic analysis and compared with a clinical model. Bootstrap resamples were used for internal validation. Decision curve analyses quantified the clinical net benefit related to the novel PCA3-based IBX nomogram versus the clinical model. Results and limitations: Any PCa and HGPCa were diagnosed in 46% (n = 318) and 20% (n = 137), respectively. Age, prostate-specific antigen, digital rectal examination, prostate volume, and PCA3 were independent predictors of PCa at IBX (all p < 0.001). The PCA3-based IBX nomograms significantly outperformed the clinical models without PCA3 (all p < 0.001). Accuracy was increased by 4.5-7.1% related to PCA3 inclusion. When applying nomogram-derived PCa probability thresholds <= 30%, only a few patients with HGPCa (<= 2%) will be missed while avoiding up to 55% of unnecessary biopsies. External validation of the PCA3-based IBX-specific nomogram is warranted. Conclusions: The internally validated PCA3-based IBX-specific nomogram outperforms a clinical prediction model without PCA3 for the prediction of any PCa, leading to the avoidance of unnecessary biopsies while missing only a few cases of HGPCa. Our findings support the concepts of a combination of novel markers with established clinical risk factors and the superiority of decision tools that are specific to a clinical scenario. (C) 2012 European Association of Urology. Published by Elsevier B. V. All rights reserved.
引用
收藏
页码:201 / 209
页数:9
相关论文
共 32 条
[1]   Prostate volume is strongest predictor of cancer diagnosis at transrectal ultrasound-guided prostate biopsy with prostate-specific antigen values between 2.0 and 9.0 ng/ml [J].
Al-Azab, Rami ;
Toi, Ants ;
Lockwood, Gina ;
Kulkarni, Girish S. ;
Fleshner, Neil .
UROLOGY, 2007, 69 (01) :103-107
[2]   Predicting prostate cancer risk through incorporation of prostate cancer gene 3 [J].
Ankerst, Donna Pauler ;
Groskopf, Jack ;
Day, John R. ;
Blase, Amy ;
Rittenhouse, Harry ;
Pollock, Brad H. ;
Tangen, Cathy ;
Parekh, Dipen ;
Leach, Robin J. ;
Thompson, Ian .
JOURNAL OF UROLOGY, 2008, 180 (04) :1303-1308
[3]   Contemporary Role of Prostate Cancer Antigen 3 in the Management of Prostate Cancer [J].
Auprich, Marco ;
Bjartell, Anders ;
Chun, Felix K. -H. ;
de la Taille, Alexandre ;
Freedland, Stephen J. ;
Haese, Alexander ;
Schalken, Jack ;
Stenzl, Arnulf ;
Tombal, Bertrand ;
van der Poel, Henk .
EUROPEAN UROLOGY, 2011, 60 (05) :1045-1054
[4]   External Validation of Urinary PCA3-Based Nomograms to Individually Predict Prostate Biopsy Outcome [J].
Auprich, Marco ;
Haese, Alexander ;
Walz, Jochen ;
Pummer, Karl ;
de la Taille, Alexandre ;
Graefen, Markus ;
de Reijke, Theo ;
Fisch, Margit ;
Kil, Paul ;
Gontero, Paolo ;
Irani, Jacques ;
Chun, Felix K. -H. .
EUROPEAN UROLOGY, 2010, 58 (05) :727-732
[5]   The measurement of psychological distress in men being investigated for the presence of prostate cancer [J].
Awsare, N. S. ;
Green, J. S. A. ;
Aldwinckle, B. ;
Hanbury, D. C. ;
Boustead, G. B. ;
McNicholas, T. A. .
PROSTATE CANCER AND PROSTATIC DISEASES, 2008, 11 (04) :384-389
[6]   Prostate volume and adverse prostate cancer features: Fact not artifact [J].
Briyanti, Alberto ;
Chun, Felix K. -H. ;
Suardi, Nazareno ;
Gallina, Andrea ;
Walz, Jochen ;
Graefen, Markus ;
Shariat, Shahrokh ;
Ebersdobler, Andreas ;
Rigatti, Patrizio ;
Perrotte, Paul ;
Saad, Fred ;
Montorsi, Francesco ;
Huland, Hartwig ;
Karakiewicz, Pierre I. .
EUROPEAN JOURNAL OF CANCER, 2007, 43 (18) :2669-2677
[7]   Prostate Cancer Gene 3 (PCA3): Development and Internal Validation of a Novel Biopsy Nomogram [J].
Chun, Felix K. ;
de la Taille, Alexandre ;
van Poppel, Hendrik ;
Marberger, Michael ;
Stenzl, Arnulf ;
Mulders, Peter F. A. ;
Huland, Hartwig ;
Abbou, Clement-Claude ;
Stillebroer, Alexander B. ;
van Gils, Martijn P. M. Q. ;
Schalken, Jack A. ;
Fradet, Yves ;
Marks, Leonard S. ;
Ellis, William ;
Partin, Alan W. ;
Haese, Alexander .
EUROPEAN UROLOGY, 2009, 56 (04) :659-667
[8]   Development and external validation of an extended 10-core biopsy nomogram [J].
Chun, Felix K. -H. ;
Briganti, Alberto ;
Graefen, Markus ;
Montorsi, Francesco ;
Porter, Christopher ;
Scattoni, Vincenzo ;
Gallina, Andrea ;
Walz, Jochen ;
Haese, Alexander ;
Steuber, Thomas ;
Erbersdobler, Andreas ;
Schlomm, Thorsten ;
Ahyai, Sascha A. ;
Currlin, Eike ;
Valiquette, Luc ;
Heinzer, Hans ;
Rigatti, Patrizio ;
Huland, Hartwig ;
Karakiewicz, Pierre I. .
EUROPEAN UROLOGY, 2007, 52 (02) :436-445
[9]   Role of nomograms for prostate cancer in 2007 [J].
Chun, Felix K. -H. ;
Karakiewicz, Pierre I. ;
Huland, Hartwig ;
Graefen, Markus .
WORLD JOURNAL OF UROLOGY, 2007, 25 (02) :131-142
[10]   Prostate cancer nomograms: An update [J].
Chun, Felix K. -H. ;
Karakiewicz, Pierre I. ;
Briganti, Alberto ;
Gallina, Andrea ;
Kattan, Michael W. ;
Montorsi, Francesco ;
Huland, Hartwig ;
Graefen, Markus .
EUROPEAN UROLOGY, 2006, 50 (05) :914-926