Predicting Acupuncture Efficacy in Chronic Prostatitis/Chronic Pelvic Pain Syndrome: A Study on Model Development and Result Visualization.

IF 1.5 4区 医学 Q3 UROLOGY & NEPHROLOGY Urologia Internationalis Pub Date : 2024-06-19 DOI:10.1159/000539856
Lili Zhu, Sixing Liu, Jiufei Fang, Shuai Gao, Yuanjie Sun, Zhishun Liu
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Abstract

Introduction: Acupuncture is one of primary treatment options for chronic prostatitis/chronic pelvic pain syndrome (CP/CPPS), but its efficacy varies among patients. This study aimed to develop and validate a nomogram for predicting the efficacy of acupuncture in CP/CPPS.

Methods: This study enrolled 220 patients with CP/CPPS who received acupuncture. Patients were divided into a responder group and nonresponder group based on the reduction in the National Institutes of Health Chronic Prostatitis Symptom Index (NIH-CPSI). Potential variables were selected using the least absolute shrinkage and selection operator regression, and a nomogram was established using the multivariable logistic regression model. The performance of the nomogram was assessed by the receiver operating characteristic curves and calibration curves.

Results: Two Hundred Twenty men were randomly assigned to the training cohort (n = 154) and the internal test cohort (n = 66). The developed nomogram included age, current drinking status, sedentary lifestyle, habit of staying up late, expectations for acupuncture, comorbidities, NIH-CPSI pain subscale and total scores. The area under the curve of the prediction model was 0.777 (95% CI: 0.702-0.851) in the training cohort, 0.752 (95% CI: 0.616-0.888) in the internal test cohort, demonstrating satisfactory discriminative ability as indicated by the calibration curve.

Conclusions: The nomogram accurately identified CP/CPPS patients who would benefit from acupuncture. Factors such as youth, abstention from alcohol, avoiding sedentary habits and staying up late, having high expectations for acupuncture, being free from comorbidities, and baseline high scores on both the NIH-CPSI pain subscale and total scores may positively affect the efficacy of acupuncture. Further validation of our findings requires multicenter and large-sample prospective studies.

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预测针灸对慢性前列腺炎/慢性盆腔疼痛综合征的疗效:模型开发与结果可视化研究。
简介:针灸是治疗慢性前列腺炎/慢性盆腔疼痛综合征(CP/CPPS)的主要方法之一,但其疗效因人而异。本研究旨在开发并验证一种预测针灸对 CP/CPPS 疗效的提名图:本研究招募了 220 名接受针灸治疗的 CP/CPPS 患者。根据美国国立卫生研究院慢性前列腺炎症状指数(NIH-CPSI)的下降情况,将患者分为应答组和非应答组。利用最小绝对缩减和选择操作者逻辑回归分析建立了一个提名图。结果:220 名男性被随机分配到训练队列(154 人)和内部测试队列(66 人)。制定的提名图包括年龄、当前饮酒状况、久坐不动的生活方式、熬夜习惯、对针灸的期望、合并症、NIH-CPSI 疼痛分量表和总分。预测模型的曲线下面积在训练队列中为 0.777(95%CI:0.702 至 0.851),在内部测试队列中为 0.752(95%CI:0.616 至 0.888),校准曲线显示了令人满意的鉴别能力:该提名图能准确识别出从针灸中获益的 CP/CPPS 患者。年轻、戒酒、避免久坐和熬夜、对针灸期望值高、无合并症、NIH-CPSI 疼痛分量表和总分基线高分等因素可能会对针灸疗效产生积极影响。要进一步验证我们的研究结果,需要进行多中心、大样本的前瞻性研究。
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来源期刊
Urologia Internationalis
Urologia Internationalis 医学-泌尿学与肾脏学
CiteScore
3.30
自引率
6.20%
发文量
94
审稿时长
3-8 weeks
期刊介绍: Concise but fully substantiated international reports of clinically oriented research into science and current management of urogenital disorders form the nucleus of original as well as basic research papers. These are supplemented by up-to-date reviews by international experts on the state-of-the-art of key topics of clinical urological practice. Essential topics receiving regular coverage include the introduction of new techniques and instrumentation as well as the evaluation of new functional tests and diagnostic methods. Special attention is given to advances in surgical techniques and clinical oncology. The regular publication of selected case reports represents the great variation in urological disease and illustrates treatment solutions in singular cases.
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