International validation of a preoperative nomogram for prostate cancer recurrence after radical prostatectomy. |
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Authors: | Markus Graefen Pierre I Karakiewicz Ilias Cagiannos David I Quinn Susan M Henshall John J Grygiel Robert L Sutherland Phillip D Stricker Eric Klein Patrick Kupelian Donald G Skinner Gary Lieskovsky Bernard Bochner Hartwig Huland Peter G Hammerer Alexander Haese Andreas Erbersdobler James A Eastham Jean de Kernion Thomas Cangiano Fritz H Schr?der Mark F Wildhagen Theo H van der Kwast Peter T Scardino Michael W Kattan |
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Affiliation: | Department of Urology, Division of Solid Tumor Oncology, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY 10021, USA. |
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Abstract: | PURPOSE: We evaluated the predictive accuracy of a recently published preoperative nomogram for prostate cancer that predicts 5-year freedom from recurrence. We applied this nomogram to patients from seven different institutions spanning three continents. METHODS: Clinical data of 6,754 patients were supplied for validation, and 6,232 complete records were used. Nomogram-predicted probabilities of 60-month freedom from recurrence were compared with actual follow-up in two ways. First, areas under the receiver operating characteristic curves (AUCs) were determined for the entire data set according to several variables, including the institution where treatment was delivered. Second, nomogram classification-based risk quadrants were compared with actual Kaplan-Meier plots. RESULTS: The AUC for all institutions combined was 0.75, with individual institution AUCs ranging from 0.67 to 0.83. Nomogram predictions for each risk quadrant were similar to actual freedom from recurrence rates: predicted probabilities of 87% (low-risk group), 64% (intermediate-low-risk group), 39% (intermediate-high-risk group), and 14% (high-risk group) corresponded to actual rates of 86%, 64%, 42%, and 17%, respectively. The use of neoadjuvant therapy, variation in the prostate-specific antigen recurrence definitions between institutions, and minor differences in the way the Gleason grade was reported did not substantially affect the predictive accuracy of the nomogram. CONCLUSION: The nomogram is accurate when applied at international treatment institutions with similar patient selection and management strategies. Despite the potential for heterogeneity in patient selection and management, most predictions demonstrated high concordance with actual observations. Our results demonstrate that accurate predictions may be expected across different patient populations. |
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