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用于勃起功能障碍管理的阴茎假体植入预测模型的外部验证

External validation of a prediction model for penile prosthesis implantation for erectile dysfunction management.

作者信息

Anele Uzoma A, Segal Robert L, Le Brian V, Burnett Arthur L

机构信息

The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.

出版信息

Can J Urol. 2014 Dec;21(6):7554-9.

Abstract

INTRODUCTION

Penile prosthesis implantation (PPI) is the definitive surgical treatment for erectile dysfunction (ED), yet it is often delayed for a variety of reasons. From commercial and Medicare claims data, we previously developed a tool for determining a patient's likelihood of eventually receiving PPI. We validated this instrument's utility by comparing cohorts receiving surgical (PPI) versus non-surgical ED management at a single institution.

MATERIAL AND METHODS

The prediction model was based on a logistic regression incorporating claims data on demographics, comorbidities and ED therapy. A risk score is calculated from the model as the product of relative risks for the individual variables. The current validation was a retrospective analysis of ED patients seen at this institution from January to December 2012. Inclusion criteria included ED diagnosis and either first-time PPI or non-surgical treatment (controls). Risk scores for patients receiving PPI were compared to those of non-surgical controls.

RESULTS

We established a cohort of 60 PPI patients (mean age 54.4 ± 9.5) and compared them with 120 non-PPI patients (mean age 53.4 ± 11.2 years). The median score of the PPI cohort was 5.7 (IQR 2.8-9.9) versus the non-PPI cohort's 1.8 (IQR 0.9-5.5) (p < 0.0001). The area under the receiver operator characteristic curve for predicting eventual PPI was 0.72 (95% CI, 0.64-0.79) (p < 0.0001).

CONCLUSION

The prediction model risk-stratified men who ultimately underwent PPI compared to non-surgically managed controls. This external validation study suggests that the prediction model may be used on an individual patient basis to support a recommendation of PPI for managing ED.

摘要

引言

阴茎假体植入术(PPI)是勃起功能障碍(ED)的确定性手术治疗方法,但由于各种原因,该手术常常被推迟。根据商业和医疗保险索赔数据,我们此前开发了一种工具,用于确定患者最终接受PPI的可能性。我们通过比较在单一机构接受手术(PPI)与非手术ED治疗的队列,验证了该工具的实用性。

材料与方法

预测模型基于逻辑回归,纳入了有关人口统计学、合并症和ED治疗的索赔数据。从该模型计算出风险评分,作为各个变量相对风险的乘积。当前的验证是对2012年1月至12月在该机构就诊的ED患者进行的回顾性分析。纳入标准包括ED诊断以及首次PPI或非手术治疗(对照组)。将接受PPI患者的风险评分与非手术对照组的风险评分进行比较。

结果

我们建立了一个由60名PPI患者组成的队列(平均年龄54.4±9.5岁),并将他们与120名非PPI患者(平均年龄53.4±11.2岁)进行比较。PPI队列的中位数评分为5.7(四分位间距2.8 - 9.9),而非PPI队列的评分为1.8(四分位间距0.9 - 5.5)(p < 0.0001)。预测最终PPI的受试者操作特征曲线下面积为0.72(95%可信区间,0.64 - 0.79)(p < 0.0001)。

结论

与非手术管理的对照组相比,预测模型对最终接受PPI的男性进行了风险分层。这项外部验证研究表明,该预测模型可用于个体患者,以支持推荐PPI用于治疗ED。

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