Prostate Cancer Prevention Trial Risk Calculator 2.0 for the Prediction of Low- vs High-grade Prostate Cancer

被引:193
作者
Ankerst, Donna P.
Hoefler, Josef
Bock, Sebastian
Goodman, Phyllis J.
Vickers, Andrew
Hernandez, Javier
Sokoll, Lori J.
Sanda, Martin G.
Wei, John T.
Leach, Robin J.
Thompson, Ian M.
机构
[1] Univ Texas Hlth Sci Ctr San Antonio, Dept Epidemiol & Biostat, San Antonio, TX 78229 USA
[2] Tech Univ Munich, Dept Math, Garching, Germany
[3] Univ Texas Hlth Sci Ctr San Antonio, Dept Cellular & Struct Biol, San Antonio, TX 78229 USA
[4] Fred Hutchinson Canc Res Ctr, Dept Publ Hlth Sci, Seattle, WA 98104 USA
[5] Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10021 USA
[6] Johns Hopkins Med Inst, Dept Oncol, Baltimore, MD 21205 USA
[7] Emory Univ, Sch Med, Dept Urol, Atlanta, GA USA
[8] Univ Michigan, Dept Urol, Sch Med, Ann Arbor, MI USA
关键词
BIOPSY COLLABORATIVE GROUP;
D O I
10.1016/j.urology.2014.02.035
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE To modify the Prostate Cancer Prevention Trial risk calculator (PCPTRC) to predict low-vs high-grade (Gleason grade >= 7) prostate cancer and incorporate percent freeeprostate-specific antigen (PSA). METHODS Data from 6664 Prostate Cancer Prevention Trial placebo arm biopsies (5826 individuals), where prostate-specific antigen and digital rectal examination results were available within 1 year before the biopsy and PSA was <= 10 ng/ mL, were used to develop a nominal logistic regression model to predict the risk of no vs low-grade (Gleason grade < 7) vs high-grade cancer (Gleason grade >= 7). Percent free-PSA was incorporated into the model based on likelihood ratio analysis of a San Antonio Biomarkers of Risk cohort. Models were externally validated on 10 Prostate Biopsy Collaborative Group cohorts and 1 Early Detection Research Network reference set. RESULTS Of all the Prostate Cancer Prevention Trial biopsies, 5468 (82.1%) were negative for prostate cancer, 942 (14.1%) detected low-grade, and 254 (3.8%) detected high-grade disease. Significant predictors were (log base 2) PSA (odds ratio for low-grade vs no cancer, 1.29*; high-grade vs no cancer, 2.02*; high-grade vs low-grade cancer, 1.57*), digital rectal examination (0.96, 1.49*, 1.55*, respectively), age (1.02*, 1.05*, 1.03*, respectively), AfricanAmerican race (1.13, 2.83*, 2.51*, respectively), prior biopsy (0.63*, 0.81, 1.27, respectively), and family history (1.31*, 1.25, 0.95, respectively), where * indicates P value <. 05. The new PCPTRC 2.0 either with or without percent free-PSA (also significant by the likelihood ratio method) validated well externally. CONCLUSION By differentiating the risk of low-vs high-grade disease on biopsy, PCPTRC 2.0 better enables physician-patient counseling concerning whether to proceed to biopsy. (C) 2014 Elsevier Inc.
引用
收藏
页码:1362 / 1367
页数:6
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