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The Huashan risk calculators performed better in prediction of prostate cancer in Chinese population: a training study followed by a validation study

计算器 医学 风险评估 队列 人口 前列腺癌 队列研究 接收机工作特性 前列腺特异性抗原 肿瘤科 内科学 癌症 计算机科学 环境卫生 计算机安全 操作系统
作者
Yishuo Wu,Ning Zhang,Shenghua Liu,Jianfeng Xu,Shijun Tong,Yong Cai,Limin Zhang,Peide Bai,Mengbo Hu,Haowen Jiang,Rong Na,Qiang Ding,Yinghao Sun
出处
期刊:Asian Journal of Andrology [Medknow Publications]
卷期号:18 (6): 925-925 被引量:14
标识
DOI:10.4103/1008-682x.181192
摘要

The performances of the Prostate Cancer Prevention Trial (PCPT) risk calculator and other risk calculators for prostate cancer (PCa) prediction in Chinese populations were poorly understood. We performed this study to build risk calculators (Huashan risk calculators) based on Chinese population and validated the performance of prostate-specific antigen (PSA), PCPT risk calculator, and Huashan risk calculators in a validation cohort. We built Huashan risk calculators based on data from 1059 men who underwent initial prostate biopsy from January 2006 to December 2010 in a training cohort. Then, we validated the performance of PSA, PCPT risk calculator, and Huashan risk calculators in an observational validation study from January 2011 to December 2014. All necessary clinical information were collected before the biopsy. The results showed that Huashan risk calculators 1 and 2 outperformed the PCPT risk calculator for predicting PCa in both entire training cohort and stratified population (with PSA from 2.0 ng ml−1 to 20.0 ng m). In the validation study, Huashan risk calculator 1 still outperformed the PCPT risk calculator in the entire validation cohort (0.849 vs 0.779 in area under the receiver operating characteristic curve [AUC] and stratified population. A considerable reduction of unnecessary biopsies (approximately 30%) was also observed when the Huashan risk calculators were used. Thus, we believe that the Huashan risk calculators (especially Huashan risk calculator 1) may have added value for predicting PCa in Chinese population. However, these results still needed further evaluation in larger populations.

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