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构建预测经尿道前列腺切除术后尿道狭窄的列线图:一项回顾性队列研究。

Construction of a nomogram to predict urethral stricture after transurethral resection of the prostate: A retrospective cohort study.

作者信息

Wan Mokhter Wan Mokhzani, Duan Xiaoping, Yang Jin, Mohamed Daud Mohamed Ashraf

机构信息

School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian, Kelantan, Malaysia.

Department of Urology, Affiliated Hospital of Chengdu University, Chengdu University, Chengdu, China.

出版信息

PLoS One. 2025 Feb 12;20(2):e0313557. doi: 10.1371/journal.pone.0313557. eCollection 2025.

DOI:10.1371/journal.pone.0313557
PMID:39937772
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11819526/
Abstract

BACKGROUND

To investigate the risk factors for urethral stricture (US) in patients with benign prostatic hyperplasia (BPH) after transurethral resection of the prostate (TURP) and to construct a nomogram model with predictive features.

METHODS

Clinical data of 400 patients with BPH who underwent TURP between June 2020 and June 2023 at Chengdu University Hospital were retrospectively collected. The data were divided into US group and no US group. Univariate and multivariate logistic regression analyses were performed sequentially to identify independent risk factors associated with US. Based on the results of the multivariate analysis, a nomogram model predicting the risk of US was constructed. We assessed the discriminatory power and calibration of the models using the C index, ROC curves, and calibration plots. In addition, we performed a decision curve analysis to validate the clinical utility of the model.

RESULTS

Data from a total of 400 patients were included in this study, and 35 (8.75%) were diagnosed with US. The results of univariate and multivariate analyses indicated that the following five factors age, prostate size, Preoperative indwelling catheter, Preoperative urethral dilation, Postoperative indwelling catheter time were independent influences on the risk of US. Nomogram model of US was constructed using these independent influences. The area under the curve (AUC) of the subject's operating characteristic was 0.916 (95% CI: 0.868-0.959), and after internal validation, the corrected C-index remained at 0.916. This further validates the accuracy and reliability of the predictive model. Calibration plots and decision curve analyses demonstrated the good clinical value of the column-line diagram model.

CONCLUSIONS

The nomogram model we constructed can have some guidance in clinical work.

摘要

背景

探讨良性前列腺增生(BPH)患者经尿道前列腺电切术(TURP)后尿道狭窄(US)的危险因素,并构建具有预测特征的列线图模型。

方法

回顾性收集2020年6月至2023年6月在成都大学医院接受TURP的400例BPH患者的临床资料。将数据分为US组和非US组。依次进行单因素和多因素逻辑回归分析,以确定与US相关的独立危险因素。基于多因素分析结果,构建预测US风险的列线图模型。我们使用C指数、ROC曲线和校准图评估模型的辨别力和校准度。此外,我们进行了决策曲线分析以验证模型的临床实用性。

结果

本研究共纳入400例患者的数据,其中35例(8.75%)被诊断为US。单因素和多因素分析结果表明,年龄、前列腺大小、术前留置导尿管、术前尿道扩张、术后留置导尿管时间这五个因素对US风险有独立影响。利用这些独立影响因素构建了US的列线图模型。受试者操作特征曲线下面积(AUC)为0.916(95%CI:0.868 - 0.959),内部验证后校正C指数仍为0.916。这进一步验证了预测模型的准确性和可靠性。校准图和决策曲线分析证明了列线图模型具有良好的临床价值。

结论

我们构建的列线图模型在临床工作中具有一定的指导作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/94c7/11819526/4dbafb9deb2d/pone.0313557.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/94c7/11819526/f0a8b836d302/pone.0313557.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/94c7/11819526/4dbafb9deb2d/pone.0313557.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/94c7/11819526/f0a8b836d302/pone.0313557.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/94c7/11819526/4dbafb9deb2d/pone.0313557.g002.jpg

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本文引用的文献

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Comparison of holmium laser enucleation and transurethral resection of prostate in benign prostatic hyperplasia: a systematic review and meta-analysis.钬激光前列腺剜除术与经尿道前列腺电切术治疗良性前列腺增生的比较:系统评价和荟萃分析。
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Urethral Stricture Disease Guideline Amendment (2023).尿道狭窄疾病指南修订(2023 年)。
J Urol. 2023 Jul;210(1):64-71. doi: 10.1097/JU.0000000000003482. Epub 2023 Apr 25.
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Update on the management of benign prostatic hyperplasia and the role of minimally invasive procedures.
良性前列腺增生的管理进展及微创手术的作用
Prostate Int. 2023 Mar;11(1):1-7. doi: 10.1016/j.prnil.2023.01.002. Epub 2023 Jan 10.
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Cost-utility of minimally invasive therapies vs. pharmacotherapy as initial therapy for benign prostatic hyperplasia A Canadian healthcare payer perspective.微创治疗与药物治疗作为良性前列腺增生初始治疗的成本效益:加拿大医疗保健支付方视角
Can Urol Assoc J. 2023 Apr;17(4):103-110. doi: 10.5489/cuaj.8045.
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A Drug-Coated Balloon Treatment for Urethral Stricture Disease: Three-Year Results from the ROBUST I Study.药物涂层球囊治疗尿道狭窄疾病:ROBUST I研究的三年结果
Res Rep Urol. 2022 May 6;14:177-183. doi: 10.2147/RRU.S359872. eCollection 2022.
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Clinical practice guideline for transurethral plasmakinetic resection of prostate for benign prostatic hyperplasia (2021 Edition).良性前列腺增生经尿道等离子前列腺剜除术临床实践指南(2021 年版)。
Mil Med Res. 2022 Apr 1;9(1):14. doi: 10.1186/s40779-022-00371-6.
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Surgical Complications in the Management of Benign Prostatic Hyperplasia Treatment.良性前列腺增生治疗中手术并发症的处理。
Curr Urol Rep. 2022 May;23(5):83-92. doi: 10.1007/s11934-022-01091-z. Epub 2022 Mar 9.
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Urethral stricture following endoscopic prostate surgery: a systematic review and meta-analysis of prospective, randomized trials.经内镜前列腺手术后尿道狭窄:前瞻性随机试验的系统评价和荟萃分析。
World J Urol. 2022 Jun;40(6):1391-1411. doi: 10.1007/s00345-022-03946-z. Epub 2022 Feb 13.
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Minimally invasive treatments for lower urinary tract symptoms in men with benign prostatic hyperplasia: a network meta-analysis.男性良性前列腺增生症下尿路症状的微创治疗:网络荟萃分析。
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An Automatic Bleeding-Rank System for Transurethral Resection of the Prostate Surgery Videos Using Machine Learning.一种使用机器学习的经尿道前列腺切除术手术视频自动出血分级系统
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