Department of Urology, Aichi Medical University, Nagakute
The Institute of Statistical Mathematics, Tokyo.
Jpn J Clin Oncol. 2014 Sep;44(9):852-9. doi: 10.1093/jjco/hyu084. Epub 2014 Jul 16.
To individualize prostate-specific antigen threshold values to avoid overdiagnosis of prostate cancer and reduce unnecessary biopsy in elderly men.
A total of 406 men aged over 70 years old with prostate-specific antigen levels between 4.0 and 20.0 ng/ml, normal digital rectal examination results and diagnosed by transrectal needle biopsy were retrospectively analyzed. The patients were divided into a no/favorable-risk cancer group or an unfavorable-risk cancer group based on their Gleason score and the number of positive cores. Prostate-specific antigen levels, percent free prostate-specific antigen level, prostate transition zone volume and the number of previous biopsies were used to discriminate between the two groups. The optimal individualized prostate-specific antigen threshold values based on the other variables that gave a sensitivity of 95% for the detection of unfavorable-risk cancer were calculated using a boosting method for maximizing the area under the receiver operating characteristic curve.
A total of 66 men had favorable-risk cancer, and 139 had unfavorable-risk cancer. The area under the receiver operating characteristic curve of the combination model determined by the boosting method for maximizing the area under the receiver operating characteristic curve was 0.852. The sensitivity and specificity of the threshold values for the detection of unfavorable-risk cancer were 95 and 36%, respectively. By using the threshold values, 100 (25%) of the subjects with no/favorable-risk cancer could have avoided undergoing biopsies, with a <5% risk of missing the detection of unfavorable-risk cancer.
These individualized prostate-specific antigen threshold values may be useful for determining an indication of prostate biopsy for elderly men to avoid overdiagnosis of prostate cancer and reduce unnecessary biopsy.
确定前列腺特异性抗原(PSA)截断值以避免前列腺癌过度诊断,并减少老年男性不必要的前列腺活检。
回顾性分析了 406 例年龄大于 70 岁、PSA 水平在 4.0~20.0ng/ml 之间、直肠指检正常且经直肠前列腺穿刺活检诊断为前列腺癌的患者。根据 Gleason 评分和阳性核心数,将患者分为无/低危癌症组或高危癌症组。采用 PSA 水平、游离前列腺特异性抗原百分比、前列腺移行区体积和既往活检次数来区分两组。采用提升法(boosting method)最大限度地提高受试者工作特征曲线下面积(area under the receiver operating characteristic curve,AUC),计算出能达到 95%敏感度的用于检测高危癌症的最佳个体化 PSA 截断值。
66 例患者为低危癌症,139 例为高危癌症。提升法确定的组合模型的 AUC 为 0.852。检测高危癌症的截断值的敏感度和特异度分别为 95%和 36%。采用该截断值,100(25%)例无/低危癌症患者可避免进行活检,且漏诊高危癌症的风险<5%。
这些个体化 PSA 截断值有助于为老年男性确定前列腺活检指征,以避免前列腺癌过度诊断和减少不必要的活检。