Department of Urology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China.
Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, China.
Aging Clin Exp Res. 2024 Mar 14;36(1):71. doi: 10.1007/s40520-024-02708-8.
This study aimed to develop and validate a nomogram for predicting the efficacy of transurethral surgery in benign prostatic hyperplasia (BPH) patients.
Patients with BPH who underwent transurethral surgery in the West China Hospital and West China Shang Jin Hospital were enrolled. Patients were retrospectively involved as the training group and were prospectively recruited as the validation group for the nomogram. Logistic regression analysis was utilized to generate nomogram for predicting the efficacy of transurethral surgery. The discrimination of the nomogram was assessed using the area under the receiver operating characteristic curve (AUC) and calibration plots were applied to evaluate the calibration of the nomogram.
A total of 426 patients with BPH who underwent transurethral surgery were included in the study, and they were further divided into a training group (n = 245) and a validation group (n = 181). Age (OR 1.07, 95% CI 1.02-1.15, P < 0.01), the compliance of the bladder (OR 2.37, 95% CI 1.20-4.67, P < 0.01), the function of the detrusor (OR 5.92, 95% CI 2.10-16.6, P < 0.01), and the bladder outlet obstruction (OR 2.21, 95% CI 1.07-4.54, P < 0.01) were incorporated in the nomogram. The AUC of the nomogram was 0.825 in the training group, and 0.785 in the validation group, respectively.
The nomogram we developed included age, the compliance of the bladder, the function of the detrusor, and the severity of bladder outlet obstruction. The discrimination and calibration of the nomogram were confirmed by internal and external validation.
本研究旨在开发和验证一种预测经尿道前列腺切除术治疗良性前列腺增生(BPH)患者疗效的列线图。
纳入在华西医院和华西上锦医院接受经尿道前列腺切除术的 BPH 患者。将患者回顾性纳入训练组,并前瞻性纳入列线图验证组。利用 logistic 回归分析生成预测经尿道前列腺切除术疗效的列线图。采用受试者工作特征曲线(ROC)下面积(AUC)评估列线图的区分度,并通过校准图评估列线图的校准度。
本研究共纳入 426 例接受经尿道前列腺切除术的 BPH 患者,分为训练组(n=245)和验证组(n=181)。年龄(OR 1.07,95%CI 1.02-1.15,P<0.01)、膀胱顺应性(OR 2.37,95%CI 1.20-4.67,P<0.01)、逼尿肌功能(OR 5.92,95%CI 2.10-16.6,P<0.01)和膀胱出口梗阻(OR 2.21,95%CI 1.07-4.54,P<0.01)被纳入列线图。训练组和验证组的列线图 AUC 分别为 0.825 和 0.785。
我们开发的列线图包括年龄、膀胱顺应性、逼尿肌功能和膀胱出口梗阻严重程度。内部和外部验证证实了列线图的区分度和校准度。