Development of Improved Nomogram for Prediction of Outcome of Initial Prostate Biopsy Using Readily Available Clinical Information

被引:35
作者
Zaytoun, Osama M.
Kattan, Michael W.
Moussa, Ayman S.
Li, Jianbo
Yu, Changhong
Jones, J. Stephen [1 ]
机构
[1] Cleveland Clin, Glickman Urol & Kidney Inst, Dept Reg Urol, Cleveland, OH 44195 USA
关键词
DIGITAL RECTAL EXAMINATION; EXTERNAL VALIDATION; CANCER; ANTIGEN; SERUM; RISK; MEN; AGE;
D O I
10.1016/j.urology.2011.04.042
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
OBJECTIVES To construct a nomogram that can be used to estimate the risk of prostate cancer (PCa) and high-grade PCa using readily available clinical information for men undergoing initial extended prostate biopsy (PBx). Many nomograms have been developed to predict the outcome of initial PBx. However, most require information not available at the decision to biopsy. METHODS From March 2000 to April 2010, 1551 men with a prostate-specific antigen (PSA) of <= 10 ng/mL who underwent initial extended PBx were included in the present study. The nomogram predictor variables were patient age, race, prostate-specific antigen (PSA) level, percent free PSA, family history of PCa, and the digital rectal examination findings. The area under the receiver operating characteristic curve was calculated as a measure of discrimination. The calibration was assessed graphically. RESULTS Of the 1551 men, 606 (39.1%) had PCa on biopsy. The mean value for age, PSA, and percent free PSA was 63.4 years, 5.1 ng/mL, and 21.4%, respectively. Also, 25.1% and 7.8% of patients with positive PBx findings had digital rectal examination abnormalities and a positive family history, respectively. The univariate and multivariate analyses suggested that all 6 risk factors were predictors of PCa in the study cohort (P < .05). The area under the curve for all factors in a model predicting PCa was 0.73 (95% confidence interval 0.71-0.76). The area under the curve for predicting high-grade PCa was 0.71 (95% confidence interval 0.69-0.74). CONCLUSIONS The present predictive model allows an assessment of the risk of PCa and high-grade PCa for men undergoing initial extended PBx using readily available, noninvasively obtained clinical data. UROLOGY 78: 392-398, 2011. (C) 2011 Elsevier Inc.
引用
收藏
页码:392 / 398
页数:7
相关论文
共 30 条
[1]   LONG-TERM SURVIVAL AMONG MEN WITH CONSERVATIVELY TREATED LOCALIZED PROSTATE-CANCER [J].
ALBERTSEN, PC ;
FRYBACK, DG ;
STORER, BE ;
KOLON, TF ;
FINE, J .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1995, 274 (08) :626-631
[2]   An algorithm combining age, total prostate-specific antigen (PSA), and percent free PSA to predict prostate cancer: Results on 4298 cases [J].
Carlson, GB ;
Calvanese, CB ;
Partin, AW .
UROLOGY, 1998, 52 (03) :455-461
[3]   MEASUREMENT OF PROSTATE-SPECIFIC ANTIGEN IN SERUM AS A SCREENING-TEST FOR PROSTATE-CANCER [J].
CATALONA, WJ ;
SMITH, DS ;
RATLIFF, TL ;
DODDS, KM ;
COPLEN, DE ;
YUAN, JJJ ;
PETROS, JA ;
ANDRIOLE, GL .
NEW ENGLAND JOURNAL OF MEDICINE, 1991, 324 (17) :1156-1161
[4]  
CATALONA WJ, 1995, JAMA-J AM MED ASSOC, V274, P1214
[5]  
CATALONA WJ, 1994, NEW ENGL J MED, V331, P996
[6]   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
[7]  
COONER WH, 1990, J UROLOGY, V167, P966
[8]   Novel artificial neural network for early detection of prostate cancer [J].
Djavan, B ;
Remzi, M ;
Zlotta, A ;
Seitz, C ;
Snow, P ;
Marberger, M .
JOURNAL OF CLINICAL ONCOLOGY, 2002, 20 (04) :921-929
[9]   Validation of pretreatment nomograms for predicting indolent prostate cancer:: Efficacy in contemporary urological practice [J].
Dong, Fei ;
Kattan, Michael W. ;
Steyerberg, Ewout W. ;
Jones, J. Stephen ;
Stephenson, Andrew J. ;
Schroeder, Fritz H. ;
Klein, Eric A. .
JOURNAL OF UROLOGY, 2008, 180 (01) :150-154
[10]   Development of a nomogram that predicts the probability of a positive prostate biopsy in men with an abnormal digital rectal examination and a prostate-specific antigen between 0 and 4 ng/mL [J].
Eastham, JA ;
May, R ;
Robertson, JL ;
Sartor, O ;
Kattan, MW .
UROLOGY, 1999, 54 (04) :709-713