[Construction of a predictive model for postoperative pain relief after microscopic spermatic cord surgery for spermatic cord pain].

Q3 Medicine 北京大学学报(医学版) Pub Date : 2024-12-18
Hailong He, Qing Li, Tao Xu, Xiaowei Zhang
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引用次数: 0

Abstract

Objective: To explore the relevant factors affecting the efficacy of microscopic spermatic cord surgery and build a predictive model for postoperative pain relief.

Methods: A retrospective analysis was conducted on the clinical data of 324 patients with spermatic cord pain who visited the Department of Urology at Peking University People's Hospital between October 2015 and April 2023. This cohort included 212 patients with varicocele-related spermatic cord pain and 112 patients with idiopathic spermatic cord pain. All the patients underwent microsurgical procedures: varicocele-related pain was treated with microsurgical varicocelectomy, and idiopathic pain was treated with microsurgical denervation of the spermatic cord. The patients were categorized into effective and ineffective groups based on whether their pain had decreased by more than 50% six months post-surgery compared with pre-surgery levels. Baseline data were preliminarily screened for clinical indicators using t tests and univariate analysis. Clinical predictor variables [age, duration of pain, diameter of varicocele, patient health questionnaire-9 (PHQ-9) score, generalized anxiety disorder-7 (GAD-7) score] were selected using Lasso regression. A clinical prediction model for effective pain relief following microscopic spermatic cord surgery was constructed using Logistic regression and presented as a nomogram. The model's internal validation was performed using the bootstrap method. Its predictive power and clinical utility were evaluated through the concor-dance index, the area under the receiver operating characteristic curve, and calibration plots.

Results: Post-microscopic varicocele ligation, 156 patients (73.58%) experienced significant pain relief, as did 94 patients (83.93%) following microscopic denervation. Independent predictors for postoperative outcomes included age, PHQ-9 score, GAD-7 score, chronic pain duration, and varicocele diameter, differing slightly between varicocele-related and idiopathic pain groups. The models demonstrated excellent predictive ability, with areas under the curve of 0.909 and 0.913 for varicocele and idiopathic groups, respectively, and high concordance indices.

Conclusion: The postoperative efficacy prediction model based on age, pain duration, PHQ-9 score, GAD-7 score, and varicocele diameter has good predictive ability and clinical applicability, and can be used in clinical practice.

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[构建精索显微手术治疗精索疼痛术后疼痛缓解的预测模型]。
目的:探讨影响显微精索手术疗效的相关因素,并建立术后疼痛缓解的预测模型:探讨影响显微镜下精索手术疗效的相关因素,并建立术后疼痛缓解的预测模型:对2015年10月至2023年4月期间在北京大学人民医院泌尿外科就诊的324例精索疼痛患者的临床资料进行回顾性分析。该队列包括212名精索静脉曲张相关性精索疼痛患者和112名特发性精索疼痛患者。所有患者均接受了显微外科手术治疗:精索静脉曲张相关性疼痛通过显微外科精索静脉曲张切除术治疗,特发性疼痛通过显微外科精索神经支配术治疗。根据患者术后 6 个月疼痛是否比术前减轻 50%以上,将患者分为有效组和无效组。通过 t 检验和单变量分析对基线数据的临床指标进行初步筛选。采用拉索回归法筛选出临床预测变量[年龄、疼痛持续时间、精索静脉曲张直径、患者健康问卷-9(PHQ-9)得分、广泛性焦虑症-7(GAD-7)得分]。利用 Logistic 回归建立了显微镜下精索手术后疼痛有效缓解的临床预测模型,并以提名图的形式呈现。模型的内部验证采用引导法进行。通过一致性舞动指数、接收者操作特征曲线下面积和校准图评估了该模型的预测能力和临床实用性:显微镜下精索静脉曲张结扎术后,156 名患者(73.58%)的疼痛明显缓解,显微镜下去势术后,94 名患者(83.93%)的疼痛明显缓解。术后结果的独立预测因素包括年龄、PHQ-9 评分、GAD-7 评分、慢性疼痛持续时间和精索静脉曲张直径,精索静脉曲张相关组和特发性疼痛组之间略有不同。这些模型显示出极佳的预测能力,精索静脉曲张组和特发性疼痛组的曲线下面积分别为 0.909 和 0.913,且一致性指数较高:基于年龄、疼痛持续时间、PHQ-9 评分、GAD-7 评分和精索静脉曲张直径的术后疗效预测模型具有良好的预测能力和临床适用性,可用于临床实践。
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来源期刊
北京大学学报(医学版)
北京大学学报(医学版) Medicine-Medicine (all)
CiteScore
0.80
自引率
0.00%
发文量
9815
期刊介绍:
期刊最新文献
[Clinical diagnosis and treatment of renal angiomyolipoma with inferior vena cava tumor thrombus]. [Clinical effects of transesophageal echocardiography in different surgical methods for nephrectomy combined with Mayo Ⅲ-Ⅳ vena tumor thrombectomy]. [Clinical treatment and prognosis of adrenocortical carcinoma with venous tumor thrombus]. [Construction of a predictive model for postoperative pain relief after microscopic spermatic cord surgery for spermatic cord pain]. [Association between the triglyceride-glucose index and the incidence of nephrolithiasis in male individuals].
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