Risk assessment models to evaluate the necessity of prostate biopsies in North Chinese patients with 4-50 ng/mL PSA

Oncotarget. 2017 Feb 7;8(6):9935-9946. doi: 10.18632/oncotarget.14214.

Abstract

Background: Prostate-specific antigen (PSA) is widely used for prostate cancer screening, but low specificity results in high false positive rates of prostate biopsies.

Objective: To develop new risk assessment models to overcome the diagnostic limitation of PSA and reduce unnecessary prostate biopsies in North Chinese patients with 4-50 ng/mL PSA.

Methods: A total of 702 patients in seven hospitals with 4-10 and 10-50 ng/mL PSA, respectively, who had undergone transrectal ultrasound-guided prostate biopsies, were assessed. Analysis-modeling stage for several clinical indexes related to prostate cancer and renal function was carried out. Multiple logistic regression analyses were used to develop new risk assessment models of prostate cancer for both PSA level ranges 4-10 and 10-50 ng/mL. External validation stage of the new models was performed to assess the necessity of biopsy.

Results: The new models for both PSA ranges performed significantly better than PSA for detecting prostate cancers. Both models showed higher areas under the curves (0.937 and 0.873, respectively) compared with PSA alone (0.624 and 0.595), at pre-determined cut-off values of 0.1067 and 0.6183, respectively. Patients above the cut-off values were recommended for immediate biopsy, while the others were actively observed. External validation of the models showed significantly increased detection rates for prostate cancer (4-10 ng/mL group, 39.29% vs 17.79%, p=0.006; 10-50 ng/mL group, 71.83% vs 50.0%, p=0.015).

Conclusions: We developed risk assessment models for North Chinese patients with 4-50 ng/mL PSA to reduce unnecessary prostate biopsies and increase the detection rate of prostate cancer.

Keywords: North China; PSA; biopsy; prostate cancer; risk assessment model.

Publication types

  • Multicenter Study
  • Validation Study

MeSH terms

  • Aged
  • Area Under Curve
  • Chi-Square Distribution
  • China
  • Clinical Decision-Making
  • Decision Support Techniques*
  • Humans
  • Image-Guided Biopsy*
  • Kallikreins / blood*
  • Logistic Models
  • Male
  • Middle Aged
  • Multivariate Analysis
  • Nomograms
  • Odds Ratio
  • Patient Selection
  • Predictive Value of Tests
  • Prognosis
  • Prospective Studies
  • Prostate-Specific Antigen / blood*
  • Prostatic Neoplasms / blood*
  • Prostatic Neoplasms / pathology*
  • ROC Curve
  • Reproducibility of Results
  • Retrospective Studies
  • Risk Assessment
  • Risk Factors
  • Unnecessary Procedures*
  • Watchful Waiting

Substances

  • KLK3 protein, human
  • Kallikreins
  • Prostate-Specific Antigen