Graefen Markus, Karakiewicz Pierre I, Cagiannos Ilias, Quinn David I, Henshall Susan M, Grygiel John J, Sutherland Robert L, Stricker Phillip D, Klein Eric, Kupelian Patrick, Skinner Donald G, Lieskovsky Gary, Bochner Bernard, Huland Hartwig, Hammerer Peter G, Haese Alexander, Erbersdobler Andreas, Eastham James A, de Kernion Jean, Cangiano Thomas, Schröder Fritz H, Wildhagen Mark F, van der Kwast Theo H, Scardino Peter T, Kattan Michael W
Department of Urology, Division of Solid Tumor Oncology, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY 10021, USA.
J Clin Oncol. 2002 Aug 1;20(15):3206-12. doi: 10.1200/JCO.2002.12.019.
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.
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.
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.
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.
我们评估了最近发表的一种用于预测前列腺癌5年无复发率的术前列线图的预测准确性。我们将此列线图应用于来自三大洲七个不同机构的患者。
提供了6754例患者的临床数据用于验证,使用了6232份完整记录。列线图预测的60个月无复发概率与实际随访情况通过两种方式进行比较。首先,根据包括治疗机构在内的几个变量,确定整个数据集的受试者工作特征曲线下面积(AUC)。其次,将基于列线图分类的风险象限与实际的Kaplan-Meier曲线进行比较。
所有机构合并后的AUC为0.75,各机构的AUC范围为0.67至0.83。每个风险象限的列线图预测与实际无复发率相似:预测概率87%(低风险组)、64%(中低风险组)、39%(中高风险组)和14%(高风险组)分别对应实际发生率86%、64%、42%和17%。新辅助治疗的使用、各机构之间前列腺特异性抗原复发定义的差异以及Gleason分级报告方式的微小差异并未实质性影响列线图的预测准确性。
当应用于具有相似患者选择和管理策略的国际治疗机构时,该列线图是准确的。尽管患者选择和管理存在异质性的可能性,但大多数预测与实际观察结果高度一致。我们的结果表明,不同患者群体都可能获得准确的预测。