中下段输尿管结石患者钬激光碎石术后复发相关因素及预测模型分析
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南通市中医院(南京中医药大学南通附属医院)

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Analysis of related factors and predictive models for recurrence after holmium laser lithotripsy in patients with middle and lower ureteral calculi
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    摘要:

    目的 分析中下段输尿管结石患者钬激光碎石术后复发相关因素,并构建预测模型。方法 回顾性收集2022年1月~2024年1月期间本院收治的163例中下段输尿管结石患者的临床资料。所有患者均接受钬激光碎石术治疗,并随访1年。以经影像学确认中下段输尿管再次形成结石为复发标准,并根据复发情况将患者分为复发组和非复发组。收集并比较患者的基线资料。通过单因素分析及多因素Logistic分析法分析中下段输尿管结石患者钬激光碎石术后复发相关因素。构建预测模型并绘制受试者工作特征(ROC)曲线分析其对钬激光碎石术后复发相关因素的预测价值。结果 163例中下段输尿管结石患者均接受钬激光碎石术治疗。术后随访1年,其中结石复发的患者有51例,纳入复发组;结石未复发组有112例,纳入非复发组。非复发组和复发组的体质量指数、糖尿病、肌酐、尿常规白细胞3+、结石成分均有显著差异(P<0.05)。多因素Logistic分析结果显示,体质量指数升高、糖尿病、肌酐升高、尿常规白细胞3+、结石成分非草酸钙为中下段输尿管结石患者钬激光碎石术后复发的危险因素(P<0.05)。将上述因素纳入预测模型:logit(P)=-7.264+体质量指数升高×0.895+糖尿病×0.826+肌酐升高×0.875+尿常规白细胞3+×0.746+结石成分非草酸钙×0.621。绘制预测ROC曲线,结果显示,当logit(P)>3.44时,曲线下面积(AUC)为0.912,诊断敏感性为85.58%、特异性为89.76%。结论 中下段输尿管结石患者钬激光碎石术后复发相关因素包括体质量指数升高、糖尿病、肌酐升高、尿常规白细胞3+、结石成分非草酸钙,据此构建预测模型可为临床防治提供依据。

    Abstract:

    Objective To analyze the related factors of recurrence after holmium laser lithotripsy in patients with middle and lower ureteral calculi and construct a predictive model. Methods: The clinical data of 163 patients with middle and lower ureteral calculi admitted to our hospital from January 2022 to January 2024 were retrospectively collected. All patients received holmium laser lithotripsy treatment and were followed up for one year. Taking the re-formation of calculi in the middle and lower ureters confirmed by imaging as the recurrence criterion, the patients were divided into the recurrence group and the non-recurrence group according to the recurrence situation. The baseline data of the patients were collected and compared. The related factors of recurrence after holmium laser lithotripsy in patients with middle and lower ureteral calculi were analyzed through univariate analysis and multivariate Logistic analysis. A predictive model was constructed and the receiver operating characteristic (ROC) curve was drawn to analyze its predictive value for the related factors of recurrence after holmium laser lithotripsy. Results: All 163 patients with middle and lower ureteral calculi received holmium laser lithotripsy treatment. The patients were followed up for one year after the operation. Among them, 51 patients with stone recurrence were included in the recurrence group. There were 112 cases in the non-recurrence group of stones and they were included in the non-recurrence group. There were significant differences in body mass index, diabetes, creatinine, white blood cell 3+ in urine routine, and stone composition between the non-recurrence group and the recurrence group (P<0.05). The results of multivariate Logistic analysis showed that elevated body mass index, diabetes, elevated creatinine, 3+ white blood cells in urine routine, and non-calcium oxalate stone composition were risk factors for recurrence after holmium laser lithotripsy in patients with middle and lower ureteral stones (P<0.05). The above factors were included in the prediction model: logit (P) =-7.264+ elevated body mass index ×0.895+ diabetes ×0.826+ elevated creatinine ×0.875+ 3+×0.746 in urine routine white blood cells + non-oxalate calcium in stone composition ×0.621. The predictive ROC curve was plotted. The results showed that when logit (P) >3.44, the area under the curve (AUC) was 0.912, the diagnostic sensitivity was 85.58%, and the specificity was 89.76%. Conclusion: The factors related to recurrence after holmium laser lithotripsy in patients with middle and lower ureteral calculi include elevated body mass index, diabetes, elevated creatinine, 3+ white blood cells in urine routine, and non-calcium oxalate component of the calculi. Based on this, a predictive model can be constructed to provide a basis for clinical prevention and treatment.

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俞秋.中下段输尿管结石患者钬激光碎石术后复发相关因素及预测模型分析[J].四川生理科学杂志,2025,47(11):

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  • 收稿日期:2025-05-07
  • 最后修改日期:2025-07-23
  • 录用日期:2025-08-25
  • 在线发布日期: 2025-11-18
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