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Covichem: A biochemical severity risk score of COVID-19 upon hospital admission

Authors :
E. Meriglier
Sandrine Dabernat
Alexandre Boyer
Isabelle Pellegrin
Sébastien Rubin
Aurélie Bedel
François Moreau-Gaudry
Pascale Trimoulet
Arnaud Desclaux
Didier Gruson
Arthur Orieux
Isabelle Garrigue
Charles Dupin
Marie Lise Bats
Etienne Rivière
Rana Alkouri
Tara Fleur
Brigitte Colombies
C. Rivoisy
Clément Chemin
Benoit Rucheton
Biologie des maladies cardiovasculaires = Biology of Cardiovascular Diseases
Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS)
Hôpital Pellegrin
CHU Bordeaux [Bordeaux]-Groupe hospitalier Pellegrin
Service de Biochimie Métabolique [CHU Pitié-Salpêtrière]
CHU Pitié-Salpêtrière [AP-HP]
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)
Sorbonne Université - Faculté de Médecine (SU FM)
Sorbonne Université (SU)
Hôpital Haut-Lévêque [CHU Bordeaux]
CHU Bordeaux [Bordeaux]
Microbiologie cellulaire et moléculaire et pathogénicité (MCMP)
Université Bordeaux Segalen - Bordeaux 2-Centre National de la Recherche Scientifique (CNRS)
Biothérapies des maladies génétiques et cancers
Université Bordeaux Segalen - Bordeaux 2-Institut National de la Santé et de la Recherche Médicale (INSERM)
Université de Bordeaux (UB)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)
Microbiologie Fondamentale et Pathogénicité (MFP)
Gestionnaire, Hal Sorbonne Université
Source :
PLoS ONE, PLoS ONE, Public Library of Science, 2021, 16 (5), pp.e0250956. ⟨10.1371/journal.pone.0250956⟩, PLoS ONE, 2021, 16 (5), pp.e0250956. ⟨10.1371/journal.pone.0250956⟩, PLoS ONE, Vol 16, Iss 5, p e0250956 (2021)
Publication Year :
2021
Publisher :
Public Library of Science (PLoS), 2021.

Abstract

International audience; Clinical and laboratory predictors of COVID-19 severity are now well described and combined to propose mortality or severity scores. However, they all necessitate saturable equipment such as scanners, or procedures difficult to implement such as blood gas measures. To provide an easy and fast COVID-19 severity risk score upon hospital admission, and keeping in mind the above limits, we sought for a scoring system needing limited invasive data such as a simple blood test and co-morbidity assessment by anamnesis. A retrospective study of 303 patients (203 from Bordeaux University hospital and an external independent cohort of 100 patients from Paris Pitié-Salpêtrière hospital) collected clinical and biochemical parameters at admission. Using stepwise model selection by Akaike Information Criterion (AIC), we built the severity score Covichem. Among 26 tested variables, 7: obesity, cardiovascular conditions, plasma sodium, albumin, ferritin, LDH and CK were the independent predictors of severity used in Covichem (accuracy 0.87, AUROC 0.91). Accuracy was 0.92 in the external validation cohort (89% sensitivity and 95% specificity). Covichem score could be useful as a rapid, costless and easy to implement severity assessment tool during acute COVID-19 pandemic waves.

Details

ISSN :
19326203
Volume :
16
Database :
OpenAIRE
Journal :
PLOS ONE
Accession number :
edsair.doi.dedup.....ded876665bec2b6ceb96a6c21cad2928
Full Text :
https://doi.org/10.1371/journal.pone.0250956