期刊文献+

基于Logistic回归的老年髋部骨折患者术后尿道感染风险预测模型构建与应用

Construction and Application of a Model for Predicting Postoperative Urinary Tract Infection Risk in Elderly Hip Fracture Patients Based on Logistic Regression
下载PDF
导出
摘要 目的探讨老年髋部骨折患者术后尿道感染风险因素,并以此构建老年髋部骨折术后患者尿道感染风险预测模型,并应用于老年髋部骨折围手术期。方法选取我院骨科2019年1月至2023年5月收治的老年髋部骨折患者1012例作为研究对象,其中发生术后尿道感染者111例。通过单因素分析初步筛选出老年骨科患者尿道感染的危险因素,综合考虑临床经验,将相关危险因素纳入多因素Logistic回归分析,并根据结果建立Logistic模型。结果纳入单因素、多因素Logistic回归分析模型分析,经筛选后发现,影响术后尿道感染的独立危险因素有低蛋白血症、电解质失衡、肺炎、糖尿病4项(P<0.05)。检测发现,预测模型在老年髋部骨折患者诊断中的敏感度、特异度各为83.78%,90.77%。结论低蛋白血症、电解质失衡、肺炎、糖尿病均是影响老年髋部骨折患者术后尿道感染风险的因素。基于本文列线图模型构建的老年髋部骨折尿道感染预测模型有良好的预测能力与准确性。 Objective Explore the risk factors of postoperative urinary tract infection in elderly hip fracture patients,and construct the risk prediction model of,and apply it to the perioperative period of elderly hip fracture.Methods 1012 elderly patients with hip fracture admitted to our hospital from January 2019 to May 2023 were selected.Among them,111 patients had postoperative urinary tract infection.The risk factors of urinary tract infection in elderly orthopedic patients were initially screened through univariate analysis,considering the clinical experience,the relevant risk factors were included in the multivariate Logistic regression analysis,and the Logistic model was established according to the results.Results Single-multivariate Logistic regression analysis model analysis was included.After screening,four independent risk factors affecting postoperative urinary tract infection were hypoproteinemia,electrolyte imbalance,pneumonia and diabetes mellitus(P<0.05).We found that the sensitivity and specificity of the prediction model in the diagnosis of elderly hip fracture patients were 83.78%and 90.77%,respectively.Conclusion Hypoproteinemia,electrolyte imbalance,pneumonia and diabetes are all risk factors affecting postoperative urinary tract infection in elderly hip fracture patients.The prediction model of the elderly hip fracture infection constructed based on the nomogram model has good prediction ability and accuracy.
作者 王海鹏 唐艳斌 杨兴华 Wang Haipeng;Tang Yanbin;Yang Xinghua(School of Public Health,Capital Medical University,Beijing 100069;Beijing Luhe Hospital,Capital Medical University,Beijing 101199;Institute of Nutrition and Health,Chinese Center for Disease Control and Prevention,Beijing 100050,China)
出处 《四川医学》 CAS 2024年第8期817-820,共4页 Sichuan Medical Journal
基金 首都卫生发展科研专项项目(编号:首发2020-2-7081)。
关键词 感染风险预测模型 髋部骨折 手术时间 手术切口 LOGISTIC回归分析 infection risk prediction model hip fracture surgery time surgical incision Logistic regression analysis
  • 相关文献

参考文献13

二级参考文献76

  • 1李宁,李新萍,杨明辉,李庭,潘志军,纪方,汤欣,侯志勇,张长青,刘璠,高鹏,晁爱军,杨惠林,孙天胜,王坤正,裴福兴,吴新宝,白求恩公益基金会创伤骨科专业委员会,中国康复医学会骨质疏松预防与康复专业委员会,中国老年医学学会骨与关节分会创伤骨科学术工作委员会.老年髋部骨折的骨质疏松症诊疗专家共识[J].中华骨与关节外科杂志,2021,14(8):657-663. 被引量:61
  • 2孟斌,程黎明,海涌,李淳德,李锋,李建军,李危石,沈彬,沈慧勇,吴新宝,仉建国,章振林,杨惠林.骨科急性骨丢失防治专家共识[J].中华骨与关节外科杂志,2021,14(7):577-583. 被引量:13
  • 3秦姣,邵静茹,周若宇,魏传钰,寿涛,梁德全,寸益贤,方文昆,刘荣华,李琛,郑冰蓉.TLR4基因Asp299Gly、Thr399Ile错义突变与强直性脊柱炎的相关性研究[J].云南大学学报(自然科学版),2009,31(S2):499-503. 被引量:1
  • 4Kehlet tt, Jensen TS, Woolf CJ. Persistent postsurgical pain: risk factors and prevention. Lancet 2006; 367: 1618-1625.
  • 5Macrae WA. Chronic post-surgical pain: 10 years on. Br J Anacsth 2008; 101: 77-86.
  • 6Katz J, Jackson M, Kavanagh BP, Sandier AN. Acute pain after thoracic surgery predicts long-term post-thoracotomy pain. Clin J Pain 1996; 12: 50-55.
  • 7Zhang JM, An J. Cytokines, inflammation, and pain. lnt Anesthesiol Clin 2007; 45: 27-37.
  • 8Li H, Xie W, Strong JA, Zhang JM. Systemic anliinflammatory corticosteroid reduces mechanical pain behavior, sympathetic sprouting, and elevation of proinflammatory cytokines in a rat model of neuropathic pain. Anesthesiology 2007; 107: 469-477.
  • 9Ferreira SH, Cunha FQ, Lorenzetti BB, Michelin MA, Perretti M, Flower RJ, et al. Role of lipocortin-1 in the anti-hyperalgesic actions of dexamethasone. Br J Pharmacol 1997; 121: 883-888.
  • 10Atillan CE, Welge JA, Steward DL. Steroids for post-tonsillectomy pain reduction: meta-analysis of randomized controlled trials. Otolaryngol Head Neck Surg 2006; 134: 181-186.

共引文献647

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部