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一种新型方程和列线图,包括体重,用于估算经活检证实的良性前列腺增生男性的前列腺体积。

A novel equation and nomogram including body weight for estimating prostate volumes in men with biopsy-proven benign prostatic hyperplasia.

机构信息

Department of Urology, Tokyo Medical and Dental University, Tokyo 113-8519, Japan.

出版信息

Asian J Androl. 2012 Sep;14(5):703-7. doi: 10.1038/aja.2012.31. Epub 2012 Jul 9.

Abstract

Anthropometric measurements, e.g., body weight (BW), body mass index (BMI), as well as serum prostate-specific antigen (PSA) and percent-free PSA (%fPSA) have been shown to have positive correlations with total prostate volume (TPV). We developed an equation and nomogram for estimating TPV, incorporating these predictors in men with benign prostatic hyperplasia (BPH). A total of 1852 men, including 1113 at Tokyo Medical and Dental University (TMDU) Hospital as a training set and 739 at Cancer Institute Hospital (CIH) as a validation set, with PSA levels of up to 20 ng ml(-1), who underwent extended prostate biopsy and were proved to have BPH, were enrolled in this study. We developed an equation for continuously coded TPV and a logistic regression-based nomogram for estimating a TPV greater than 40 ml. Predictive accuracy and performance characteristics were assessed using an area under the receiver operating characteristics curve (AUC) and calibration plots. The final linear regression model indicated age, PSA, %fPSA and BW as independent predictors of continuously coded TPV. For predictions in the training set, the multiple correlation coefficient was increased from 0.38 for PSA alone to 0.60 in the final model. We developed a novel nomogram incorporating age, PSA, %fPSA and BW for estimating TPV greater than 40 ml. External validation confirmed its predictive accuracy, with AUC value of 0.764. Calibration plots showed good agreement between predicted probability and observed proportion. In conclusion, TPV can be easily estimated using these four independent predictors.

摘要

人体测量学指标,例如体重(BW)、体重指数(BMI)以及血清前列腺特异性抗原(PSA)和游离 PSA 百分比(%fPSA)已被证明与前列腺总体积(TPV)呈正相关。我们开发了一个方程和列线图,用于估算包括良性前列腺增生(BPH)患者在内的这些预测因子的 TPV。共有 1852 名男性,包括东京医科齿科大学(TMDU)医院的 1113 名作为训练集和癌症研究所医院(CIH)的 739 名作为验证集,这些患者的 PSA 水平高达 20ng/ml,接受了扩展前列腺活检并被证实患有 BPH,他们参加了这项研究。我们开发了一个用于连续编码 TPV 的方程和一个基于逻辑回归的列线图,用于估计 TPV 大于 40ml。使用接收者操作特征曲线(AUC)下的面积和校准图评估预测准确性和性能特征。最终线性回归模型表明年龄、PSA、%fPSA 和 BW 是连续编码 TPV 的独立预测因子。对于训练集中的预测,多元相关系数从单独 PSA 的 0.38 增加到最终模型的 0.60。我们开发了一个新的列线图,纳入年龄、PSA、%fPSA 和 BW 用于估计 TPV 大于 40ml。外部验证证实了其预测准确性,AUC 值为 0.764。校准图显示预测概率与观察到的比例之间具有良好的一致性。总之,使用这四个独立预测因子可以轻松估算 TPV。

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Estimation of prostate size in community-dwelling men.估算社区男性前列腺的大小。
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