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

Tae Heon Kim, Hwang Gyun Jeon, Byong Chang Jeong, Seong Il Seo, Seong Soo Jeon, Han Yong Choi, Hyun Moo Lee

Research output: Contribution to journalArticlepeer-review

13 Scopus citations

Abstract

Objective: The aim of this study was to develop a nomogram to predict the probability of insignificant prostate cancer. Materials and methods: 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. Results: 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. Conclusion: The nomogram developed in this paper identifies the probability of insignificant prostate cancer and gives providers more information to guide their clinical decisions.

Original languageEnglish
Pages (from-to)27-32
Number of pages6
JournalScandinavian Journal of Urology
Volume51
Issue number1
DOIs
StatePublished - 2 Jan 2017
Externally publishedYes

Keywords

  • Insignificant
  • nomogram
  • prostatectomy
  • prostatic neoplasm

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