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感染控制流行病学中用于数据可视化的热图:一项描述医院获得性感染、简化急性生理学评分II与成人重症监护病房住院时间之间关系的应用。

Heat map for data visualization in infection control epidemiology: An application describing the relationship between hospital-acquired infections, Simplified Acute Physiological Score II, and length of stay in adult intensive care units.

作者信息

Ohannessian Robin, Bénet Thomas, Argaud Laurent, Guérin Claude, Guichon Céline, Piriou Vincent, Rimmelé Thomas, Girard Raphaele, Gerbier-Colomban Solweig, Vanhems Philippe

机构信息

Laboratoire des Pathogènes Emergents, Equipe Epidémiologie et Santé Internationale, Centre International de Recherche en Infectiologie, Institut national de la santé et de la recherche médicale U1111, Centre national de la recherche scientifique, UMR5308, Ecole Normale Supérieure de Lyon, Université Claude Bernard Lyon 1, Lyon, France.

Laboratoire des Pathogènes Emergents, Equipe Epidémiologie et Santé Internationale, Centre International de Recherche en Infectiologie, Institut national de la santé et de la recherche médicale U1111, Centre national de la recherche scientifique, UMR5308, Ecole Normale Supérieure de Lyon, Université Claude Bernard Lyon 1, Lyon, France; Service d'Hygiène, Epidémiologie, Infectiovigilance et Prévention, Hospices Civils de Lyon, Lyon, France.

出版信息

Am J Infect Control. 2017 Jul 1;45(7):746-749. doi: 10.1016/j.ajic.2017.02.012. Epub 2017 May 23.

Abstract

BACKGROUND

Hospital-acquired infections (HAIs) in intensive care units (ICUs) are associated with increased length of stay (LOS). The objective of this study was to graphically describe by heat mapping LOS of patients hospitalized in ICUs related to the occurrence of HAI and severity at admission measured by the Simplified Acute Physiological Score II (SAPSII).

METHODS

Adult patients hospitalized in ICUs of Lyon University Hospitals (France) were included in an active standardized surveillance study of HAI from January 1, 1995-December 31, 2012. Surveillance included adult patients aged ≥18 years hospitalized ≥2 days. Patient follow-up ended at ICU discharge or death. LOS was calculated in days from differences between dates of entry and discharge from ICUs. HAIs recorded were pneumonia, bacteremia, and urinary tract infection. The heat map was designed with a spreadsheet software.

RESULTS

A total of 34,694 patients were analyzed. Among infected patients, 72.3% had 1 infected site (IS), 23% had 2 ISs, and 4.7% had 3 ISs. Median LOS was 24 days in infected patients (20.4 days among patients with 1 IS, 34.2 days among patients with 2 ISs, and 45.3 days among patients with 3 ISs) and 5 days in noninfected patients (P < .001). Two groups of multi-infected patients with long LOSs were identified with the heat map.

CONCLUSIONS

The heat map facilitated easy-to-implement semi-quantitative visualization of increasing LOS through the SAPSIIs and number of ISs.

摘要

背景

重症监护病房(ICU)中的医院获得性感染(HAIs)与住院时间(LOS)延长相关。本研究的目的是通过热图以图形方式描述ICU中住院患者的LOS,该LOS与HAI的发生以及入院时通过简化急性生理评分II(SAPSII)测量的严重程度相关。

方法

纳入1995年1月1日至2012年12月31日在法国里昂大学医院ICU住院的成年患者,进行HAI的主动标准化监测研究。监测包括年龄≥18岁、住院≥2天的成年患者。患者随访至ICU出院或死亡。LOS通过ICU入院和出院日期之差以天计算。记录的HAIs包括肺炎、菌血症和尿路感染。热图使用电子表格软件设计。

结果

共分析了34,694例患者。在感染患者中,72.3%有1个感染部位(IS),23%有2个IS,4.7%有3个IS。感染患者的中位LOS为24天(1个IS的患者为20.4天,2个IS的患者为34.2天,3个IS的患者为45.3天),未感染患者为5天(P < .001)。通过热图识别出两组住院时间长的多重感染患者。

结论

热图有助于通过SAPSII和IS数量实现易于实施的半定量可视化,以显示LOS的增加。

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