Development of a new nomogram to predict insignificant prostate cancer in patients undergoing radical prostatectomy

列线图 前列腺癌 前列腺切除术 医学 泌尿科 接收机工作特性 逻辑回归 前列腺 前列腺特异性抗原 癌症 肿瘤科 内科学
作者
Tae Heon Kim,Hwang Gyun Jeon,Byong Chang Jeong,Seong Il Seo,Seong Soo Jeon,Han Yong Choi,Hyun Moo Lee
出处
期刊:Scandinavian journal of urology [Informa]
卷期号:51 (1): 27-32 被引量:14
标识
DOI:10.1080/21681805.2016.1266384
摘要

The aim of this study was to develop a nomogram to predict the probability of insignificant prostate cancer.A retrospective analysis was conducted of patients who underwent radical prostatectomy at a Korean hospital between January 2005 and December 2014. Patients with pathologically insignificant prostate cancer were defined as having organ-confined disease with tumor volume less than 0.5 cm³ without Gleason scores of 4 or 5. Multivariable logistic regression analysis with a stepwise selection was used to model the relationship between preoperative characteristics and insignificant prostate cancer, and a nomogram to predict the probability of insignificant prostate cancer was created. Receiver operating characteristics (ROC) analysis was performed to assess the predictive value of the model.The final study population consisted of 1343 patients. Among these patients, insignificant prostate cancer was confirmed in 188 men (14.0%) at the time of prostatectomy. Six independent predictors of insignificant prostate cancer were identified: number of positive cores (p < 0.001), maximal single core tumor involvement (p < 0.001), biopsy Gleason score (p < 0.001), prostate volume (p = 0.024), patient age (p < 0.001) and prostate-specific antigen density (p < 0.001) in the multivariable model. A nomogram to predict insignificant prostate cancer was developed using these six preoperative characteristics. The area under the ROC curve for nomogram predictions was 0.87.The nomogram developed in this paper identifies the probability of insignificant prostate cancer and gives providers more information to guide their clinical decisions.
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