Nomogram incorporating PSA level to predict cancer‐specific survival for men with clinically localized prostate cancer managed without curative intent
Open Access
- 13 November 2007
- Vol. 112 (1) , 69-74
- https://doi.org/10.1002/cncr.23106
Abstract
BACKGROUND. The prognosis of men with clinically localized prostate cancer is highly variable, and it is difficult to counsel a man who may be considering avoiding, or delaying, aggressive therapy. After collecting data on a large cohort of men who received no initial active prostate cancer therapy, the aim was to develop, and to internally validate, a nomogram for prediction of disease‐specific survival. METHODS. Working with 6 cancer registries within England and numerous hospitals in the region, a population‐based cohort of men diagnosed with prostate cancer between 1990 and 1996 was constructed. All men had baseline serum prostate‐specific antigen (PSA) measurements, centralized pathologic grading, and centralized review of clinical stage assignment. Based on the clinical and pathologic data from 1911 men, a statistical model was developed and validated that served as the basis for the nomogram. The discrimination and calibration of the nomogram were assessed with use of one‐third of the men, who were omitted from modeling and used as a test sample. RESULTS. The median age of the included men was 70.4 years. The 25th and 75th percentiles of PSA were 7.3 and 32.6 ng/mL respectively, and the median was 15.4 ng/mL. Forty‐two percent of the men had high‐grade disease. The nomogram predicted well, with a concordance index of 0.73, and had good calibration. CONCLUSIONS. An accurate tool was developed for predicting the probability that a man with clinically localized prostate cancer will survive his disease for 120 months if the cancer is not treated with curative intent immediately. The tool should be helpful for patient counseling and clinical trial design. Cancer 2008. © 2007 American Cancer Society.Keywords
This publication has 10 references indexed in Scilit:
- Long-term outcome among men with conservatively treated localised prostate cancerBritish Journal of Cancer, 2006
- 20-Year Outcomes Following Conservative Management of Clinically Localized Prostate CancerJAMA, 2005
- LONG-TERM SURVIVAL PROBABILITY IN MEN WITH CLINICALLY LOCALIZED PROSTATE CANCER: A CASE-CONTROL, PROPENSITY MODELING STUDY STRATIFIED BY RACE, AGE, TREATMENT AND COMORBIDITIESJournal of Urology, 2004
- Nomograms are superior to staging and risk grouping systems for identifying high-risk patients: preoperative application in prostate cancerCurrent Opinion in Urology, 2003
- Contemporary update of prostate cancer staging nomograms (Partin Tables) for the new millenniumUrology, 2001
- Regression Modeling StrategiesPublished by Springer Nature ,2001
- Radiation Therapy for Clinically Localized Prostate CancerJAMA, 1999
- Competing Risk Analysis of Men Aged 55 to 74 Years at Diagnosis Managed Conservatively for Clinically Localized Prostate CancerJAMA, 1998
- Fifteen-year survival and recurrence rates after radiotherapy for localized prostate cancer.Journal of Clinical Oncology, 1997
- MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORSStatistics in Medicine, 1996