护理与康复2024,Vol.23Issue(12) :7-13.DOI:10.3969/j.issn.1671-9875.2024.12.002

造口回纳术后切口感染危险因素分析及预测模型构建

Analysis of risk factors for surgical site infection after stoma reversal and construction of a prediction model

李思若 王飞霞 李卫珍 潘喆 应玲玲 李璐 李霞
护理与康复2024,Vol.23Issue(12) :7-13.DOI:10.3969/j.issn.1671-9875.2024.12.002

造口回纳术后切口感染危险因素分析及预测模型构建

Analysis of risk factors for surgical site infection after stoma reversal and construction of a prediction model

李思若 1王飞霞 1李卫珍 1潘喆 1应玲玲 1李璐 1李霞1
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作者信息

  • 1. 浙江大学医学院附属第一医院,浙江 杭州 310003
  • 折叠

摘要

目的 研究造口回纳术后切口感染的现状并对危险因素进行探讨,构建风险预测模型.方法 本研究为前瞻性队列研究,招募浙江大学医学院附属第一医院2023年9月至2024年2月行造口回纳术的患者为研究对象,随访30 d.采用多因素logistic回归分析造口回纳术后切口感染的影响因素并构建风险预测模型,应用受试者工作特征曲线、Hosmer-Lemeshow检验和列线图分析模型预测价值.结果 310例患者中发生造口回纳术后切口感染有83例,手术切口感染的发生率为26.8%.多因素logistic回归分析结果表明,术前造口周围皮炎、造口术后切口感染史、预防性使用抗生素是造口回纳术后切口感染的影响因素(P<0.05);Logit(P)=-0.890+1.676×造口术后切口感染史+1.208 ×术前造口周围皮炎-0.948×预防性使用抗生素.受试者工作特征曲线下面积为0.730,约登指数0.412,最佳截断值0.247,模型特异度74.9%,敏感度66.3%.Hosmer-Lemeshow检验,P=0.926.结论 造口回纳术后切口感染发生率较高,术前造口周围皮炎、造口术后切口感染史、预防性使用抗生素是造口回纳术后切口感染的独立预测因子,基于上述因素构建的预测模型预测效果较好.

Abstract

Objective To investigate the prevalence and risk factors of surgical site infection following stoma reversal and to develop a prediction model.Methods This was a prospective cohort study enrolling patients who underwent stoma rever-sal at the First Affiliated Hospital of Zhejiang University School of Medicine from September 2023 to February 2024,with a 30-day follow-up.Multivariate logistic regression was employed to identify risk factors for surgical site infection post-stoma reversal and to develop a predictive model.The model's predictive accuracy was assessed using the receiver operating charac-teristic(ROC)curve,Hosmer-Lemeshow test,and a nomogram.Results Among 310 patients,83 developed surgical site infection after stoma reversal,with an infection rate of 26.8%.Multivariate logistic regression identified peristomal dermati-tis pre-surgery,a history of surgical site infection post-stoma surgery,and prophylactic antibiotic used as independent risk factors for incisional infection following stoma reversal(P<0.05).The logistic regression equation was Logit(P)=-0.890+1.676 ×(history of surgical site infection post-stoma surgery)+1.208 ×(peristomal dermatitis pre-surgery)-0.948 ×(prophylactic antibiotic use).The area under the ROC curve was 0.730,with a Youden index of 0.412 and an optimal cut-off value of 0.247,resulting in a model specificity of 74.9%and sensitivity of 66.3%.The Hosmer-Lemeshow test indicated good model calibration(P=0.926).Conclusion The rate of surgical site infection following stoma reversal is high.Peris-tomal dermatitis pre-surgery,a history of surgical site infection post-stoma surgery,and prophylactic antibiotic use are sig-nificant predictors of surgical site infection post-stoma reversal.The developed on model demonstrates satisfactory prediction performance.

关键词

造口回纳/手术切口感染/术后并发症/影响因素/预测模型

Key words

stoma reversal/surgical site infection/post operative complications/risk factors/prediction model

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出版年

2024
护理与康复
浙江省护理学会

护理与康复

影响因子:1.174
ISSN:1671-9875
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