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脉冲氙消毒系统对48家医院5年内医院获得性艰难梭菌感染的影响。

Impact of a pulsed xenon disinfection system on hospital onset Clostridioides difficile infections in 48 hospitals over a 5-year period.

作者信息

Simmons Sarah, Wier Grady, Pedraza Antonio, Stibich Mark

机构信息

Xenex Disinfection Services, 1074 Arion Circle, Suite 116, San Antonio, TX, USA.

出版信息

BMC Infect Dis. 2021 Oct 20;21(1):1084. doi: 10.1186/s12879-021-06789-y.

Abstract

BACKGROUND

The role of the environment in hospital acquired infections is well established. We examined the impact on the infection rate for hospital onset Clostridioides difficile (HO-CDI) of an environmental hygiene intervention in 48 hospitals over a 5 year period using a pulsed xenon ultraviolet (PX-UV) disinfection system.

METHODS

Utilization data was collected directly from the automated PX-UV system and uploaded in real time to a database. HO-CDI data was provided by each facility. Data was analyzed at the unit level to determine compliance to disinfection protocols. Final data set included 5 years of data aggregated to the facility level, resulting in a dataset of 48 hospitals and a date range of January 2015-December 2019. Negative binomial regression was used with an offset on patient days to convert infection count data and assess HO-CDI rates vs. intervention compliance rate, total successful disinfection cycles, and total rooms disinfected. The K-Nearest Neighbor (KNN) machine learning algorithm was used to compare intervention compliance and total intervention cycles to presence of infection.

RESULTS

All regression models depict a statistically significant inverse association between the intervention and HO-CDI rates. The KNN model predicts the presence of infection (or whether an infection will be present or not) with greater than 98% accuracy when considering both intervention compliance and total intervention cycles.

CONCLUSIONS

The findings of this study indicate a strong inverse relationship between the utilization of the pulsed xenon intervention and HO-CDI rates.

摘要

背景

环境在医院获得性感染中的作用已得到充分证实。我们使用脉冲氙气紫外线(PX-UV)消毒系统,在5年时间里对48家医院的环境卫生干预措施对医院获得性艰难梭菌感染(HO-CDI)率的影响进行了研究。

方法

利用数据直接从自动化PX-UV系统收集,并实时上传至数据库。每家机构提供HO-CDI数据。在科室层面分析数据,以确定对消毒方案的依从性。最终数据集包括汇总至机构层面的5年数据,形成了一个包含48家医院、日期范围为2015年1月至2019年12月的数据集。使用负二项回归并以患者天数为偏移量,转换感染计数数据,评估HO-CDI率与干预依从率、成功消毒总周期数以及消毒房间总数之间的关系。使用K近邻(KNN)机器学习算法比较干预依从性和总干预周期与感染存在情况。

结果

所有回归模型均显示干预与HO-CDI率之间存在统计学上显著的负相关。当同时考虑干预依从性和总干预周期时,KNN模型预测感染存在情况(或是否会出现感染)的准确率超过98%。

结论

本研究结果表明,脉冲氙气干预措施的使用与HO-CDI率之间存在强烈的负相关关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6b24/8529769/f43f9995058b/12879_2021_6789_Fig1_HTML.jpg

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