Suppr超能文献

成人蜂窝织炎患者规定的门诊静脉用抗菌治疗(OPAT)类型、持续时间和设定修订的风险因素:回顾性队列研究和 CART 分析。

Risk factors for amendment in type, duration and setting of prescribed outpatient parenteral antimicrobial therapy (OPAT) for adult patients with cellulitis: a retrospective cohort study and CART analysis.

机构信息

Emergency Care Research Unit (ECRU),Royal College of Surgeons Ireland (RCSI), Dublin, Ireland.

Department of Medicine, RCSI, Beaumont Hospital, Dublin, Ireland.

出版信息

Postgrad Med J. 2018 Jan;94(1107):25-31. doi: 10.1136/postgradmedj-2017-134968. Epub 2017 Sep 5.

Abstract

PURPOSE OF THE STUDY

To measure the percentage rate and risk factors for amendment in the type, duration and setting of outpatient parenteral antimicrobial therapy OPAT) for the treatment of cellulitis.

STUDY DESIGN

A retrospective cohort study of adult patients receiving OPAT for cellulitis was performed. Treatment amendment (TA) was defined as hospital admission or change in antibiotic therapy in order to achieve clinical response. Multivariable logistic regression (MVLR) and classification and regression tree (CART) analysis were performed.

RESULTS

There were 307 patients enrolled. TA occurred in 36 patients (11.7%). Significant risk factors for TA on MVLR were increased age, increased Numerical Pain Scale Score (NPSS) and immunocompromise. The median OPAT duration was 7 days. Increased age, heart rate and C reactive protein were associated with treatment prolongation. CART analysis selected age <64.5 years, female gender and NPSS <2.5 in the final model, generating a low-sensitivity (27.8%), high-specificity (97.1%) decision tree.

CONCLUSIONS

Increased age, NPSS and immunocompromise were associated with OPAT amendment. These identified risk factors can be used to support an evidence-based approach to patient selection for OPAT in cellulitis. The CART algorithm has good specificity but lacks sensitivity and is shown to be inferior in this study to logistic regression modelling.

摘要

研究目的

测量门诊患者接受抗生素治疗(outpatient parenteral antimicrobial therapy,OPAT)治疗蜂窝织炎时,抗生素类型、疗程和治疗场所改变的百分比和风险因素。

研究设计

本研究为回顾性队列研究,纳入接受 OPAT 治疗蜂窝织炎的成年患者。治疗修正(treatment amendment,TA)定义为为实现临床反应而住院或改变抗生素治疗。进行多变量逻辑回归(multivariable logistic regression,MVLR)和分类回归树(classification and regression tree,CART)分析。

结果

共纳入 307 例患者。36 例(11.7%)患者发生 TA。MVLR 分析中 TA 的显著风险因素为年龄增加、数字疼痛量表评分(Numerical Pain Scale Score,NPSS)增加和免疫功能低下。OPAT 疗程中位数为 7 天。年龄增加、心率和 C 反应蛋白与治疗延长有关。CART 分析在最终模型中选择年龄<64.5 岁、女性和 NPSS<2.5,生成一个低灵敏度(27.8%)、高特异性(97.1%)决策树。

结论

年龄增加、NPSS 和免疫功能低下与 OPAT 修正相关。这些确定的风险因素可用于支持基于证据的 OPAT 治疗蜂窝织炎患者选择方法。CART 算法特异性好,但灵敏度差,在本研究中表现逊于逻辑回归模型。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验