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

Robin Ohannessian 1 Thomas Benet 1, 2 Laurent Argaud 3, 4 Claude Guérin 5, 6 Céline Guichon 5 Vincent Piriou 3 Thomas Rimmelé 3, 7 Raphaele Girard 2 Solweig Gerbier-Colomban 2 Philippe Vanhems 2, 1
1 LPE-Fondation Mérieux - Laboratoire des pathogènes émergents -- Emerging Pathogens Laboratory
CIRI - Centre International de Recherche en Infectiologie - UMR
2 Service d'Hygiène, Epidémiologie et Prévention [Hôpital Edouard Herriot - HCL]
3 Service de Réanimation Médicale, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France
4 CarMeN - Cardiovasculaire, métabolisme, diabétologie et nutrition
5 Service de Réanimation Médicale, Hôpital de la Croix-Rousse, Hospices Civils de Lyon, Université de Lyon, Lyon, France
6 IMRB - Institut Mondor de Recherche Biomédicale
7 PI3 - Physiopathologie de l'immunodépression associée aux réponses inflammatoires systémiques - EA 7426
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.
Document type :
Journal articles
Complete list of metadatas
https://hal-univ-lyon1.archives-ouvertes.fr/hal-01924209
Contributor : Christelle Cheval <>
Submitted on : Thursday, November 15, 2018 - 5:36:11 PM
Last modification on : Thursday, February 20, 2020 - 7:22:47 PM

Identifiers

Collections

UNIV-LYON1 | CNRS | HCL | HEH | CIRI | CIRI-LPE | ENS-LYON | UDL | INRA | IMRB | UPEC-UPEM | UPEC | INSA-LYON | INSA-GROUPE | CARMEN

Citation

Robin Ohannessian, Thomas Benet, Laurent Argaud, Claude Guérin, Céline Guichon, et al.. 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. American Journal of Infection Control, Elsevier, 2017, 45 (7), pp.746 - 749. ⟨10.1016/j.ajic.2017.02.012⟩. ⟨hal-01924209⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

118

Contact

Informations

CCSD