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A nomogram based on age prostate-specific antigen level prostate volume and digital rectal examination for predicting risk of prostate cancer

机译:基于年龄前列腺特异性抗原水平前列腺体积和直肠指检的诺模图可预测前列腺癌的风险

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摘要

Nomograms for predicting the risk of prostate cancer developed using other populations may introduce sizable bias when applied to a Chinese cohort. In the present study, we sought to develop a nomogram for predicting the probability of a positive initial prostate biopsy in a Chinese population. A total of 535 Chinese men who underwent a prostatic biopsy for the detection of prostate cancer in the past decade with complete biopsy data were included. Stepwise logistic regression was used to determine the independent predictors of a positive initial biopsy. Age, prostate-specific antigen (PSA), prostate volume (PV), digital rectal examination (DRE) status, % free PSA and transrectal ultrasound (TRUS) findings were included in the analysis. A nomogram model was developed that was based on these independent predictors to calculate the probability of a positive initial prostate biopsy. A receiver-operating characteristic curve was used to assess the accuracy of using the nomogram and PSA levels alone for predicting positive prostate biopsy. The rate for positive initial prostate biopsy was 41.7% (223/535). The independent variables used to predict a positive initial prostate biopsy were age, PSA, PV and DRE status. The areas under the receiver-operating characteristic curve for a positive initial prostate biopsy for PSA alone and the nomogram were 79.7% and 84.8%, respectively. Our results indicate that the risk of a positive initial prostate biopsy can be predicted to a satisfactory level in a Chinese population using our nomogram. The nomogram can be used to identify and counsel patients who should consider a prostate biopsy, ultimately enhancing accuracy in diagnosing prostate cancer.
机译:当用于中国人群时,用于预测使用其他人群开发的前列腺癌风险的线型图可能会引入相当大的偏差。在本研究中,我们试图开发一个诺模图以预测中国人群中最初的前列腺活检阳性的可能性。在过去十年中,共有535名中国男性接受了前列腺穿刺活检以检测前列腺癌,并提供了完整的活检数据。采用逐步逻辑回归分析确定初始活检阳性的独立预测因子。分析中包括年龄,前列腺特异性抗原(PSA),前列腺体积(PV),直肠指检(DRE)状态,游离PSA百分比和经直肠超声(TRUS)结果。开发了基于这些独立预测因子的列线图模型,以计算初始前列腺活检阳性的可能性。接受者操作特征曲线用于评估单独使用诺模图和PSA水平预测阳性前列腺活检的准确性。初始前列腺活检阳性率为41.7%(223/535)。用于预测初期前列腺活检阳性的独立变量是年龄,PSA,PV和DRE状态。对于单独的PSA阳性前列腺活检,接受者操作特征曲线下的面积和列线图分别为79.7%和84.8%。我们的结果表明,使用诺模图可以预测中国人群中前列腺活检阳性的风险达到令人满意的水平。诺模图可用于识别和建议应考虑进行前列腺活检的患者,从而最终提高诊断前列腺癌的准确性。

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