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


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2021
Historique:
received: 03 12 2020
accepted: 17 04 2021
entrez: 6 5 2021
pubmed: 7 5 2021
medline: 18 5 2021
Statut: epublish

Résumé

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.

Identifiants

pubmed: 33956870
doi: 10.1371/journal.pone.0250956
pii: PONE-D-20-38092
pmc: PMC8101934
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0250956

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

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Auteurs

Marie-Lise Bats (ML)

Department of Biochemistry, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.
Inserm U1034, Biology of Cardiovascular Diseases, Pessac, France.

Benoit Rucheton (B)

Department of Metabolic Biochemistry, DMU BioGeM, AP-HP Sorbonne University, University Hospitals of Pitié-Salpêtrière - Charles Foix, Paris, France.

Tara Fleur (T)

Department of Biochemistry, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.

Arthur Orieux (A)

Intensive Care Medicine Unit, Pellegrin and Saint-André Hospitals, University Hospital of Bordeaux, Bordeaux, France.

Clément Chemin (C)

Department of Biochemistry, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.

Sébastien Rubin (S)

Inserm U1034, Biology of Cardiovascular Diseases, Pessac, France.
Department of Nephrology-Transplantation-Dialysis, University Hospital of Bordeaux, Bordeaux, France.

Brigitte Colombies (B)

Department of Biochemistry, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.

Arnaud Desclaux (A)

Department of Infectious and Tropical Diseases, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.

Claire Rivoisy (C)

Department of Internal Medicine, Saint-André Hospital, University Hospital of Bordeaux, Bordeaux, France.

Etienne Mériglier (E)

Department of Internal Medicine, Saint-André Hospital, University Hospital of Bordeaux, Bordeaux, France.

Etienne Rivière (E)

Department of Internal Medicine, Haut-Lévêque Hospital, University Hospital of Bordeaux, Bordeaux, France.

Alexandre Boyer (A)

Intensive Care Medicine Unit, Pellegrin and Saint-André Hospitals, University Hospital of Bordeaux, Bordeaux, France.

Didier Gruson (D)

Intensive Care Medicine Unit, Pellegrin and Saint-André Hospitals, University Hospital of Bordeaux, Bordeaux, France.

Isabelle Pellegrin (I)

Biological Resources Center, University Hospital of Bordeaux, Bordeaux, France.
Laboratory of Immunology and Immunogenetics, CHU Bordeaux, Bordeaux, France.

Pascale Trimoulet (P)

Department of Virology, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.
CNRS-UMR 5234, University of Bordeaux, Bordeaux, France.

Isabelle Garrigue (I)

Department of Virology, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.
CNRS-UMR 5234, University of Bordeaux, Bordeaux, France.

Rana Alkouri (R)

Department of Metabolic Biochemistry, DMU BioGeM, AP-HP Sorbonne University, University Hospitals of Pitié-Salpêtrière - Charles Foix, Paris, France.

Charles Dupin (C)

Inserm U1035, Bordeaux, Bordeaux, France.
Department of Radiotherapy, University Hospital of Bordeaux, Bordeaux, France.

François Moreau-Gaudry (F)

Department of Biochemistry, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.
Inserm U1035, Bordeaux, Bordeaux, France.

Aurélie Bedel (A)

Department of Biochemistry, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.
Inserm U1035, Bordeaux, Bordeaux, France.

Sandrine Dabernat (S)

Department of Biochemistry, Pellegrin Hospital, University Hospital of Bordeaux, Bordeaux, France.
Inserm U1035, Bordeaux, Bordeaux, France.

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