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Covichem: A biochemical severity risk score of COVID-19 upon hospital admission
- 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.
- Subjects :
- Male
Viral Diseases
Physiology
[SDV]Life Sciences [q-bio]
Aminotransferases
Comorbidity
030204 cardiovascular system & hematology
Severity of Illness Index
Biochemistry
Body Mass Index
Medical Conditions
0302 clinical medicine
Risk Factors
Epidemiology
Medicine and Health Sciences
Medicine
030212 general & internal medicine
Virus Testing
Multidisciplinary
Framingham Risk Score
medicine.diagnostic_test
Middle Aged
C-Reactive Proteins
Hospitals
Enzymes
3. Good health
[SDV] Life Sciences [q-bio]
Hospitalization
Infectious Diseases
Physiological Parameters
Cardiovascular Diseases
Cohort
Female
Risk assessment
Research Article
Paris
medicine.medical_specialty
Science
Risk Assessment
03 medical and health sciences
Diagnostic Medicine
Transferases
Albumins
Severity of illness
Humans
Blood test
Obesity
Aged
Retrospective Studies
Ferritin
SARS-CoV-2
business.industry
Body Weight
COVID-19
Biology and Life Sciences
Proteins
Protein Complexes
Covid 19
Retrospective cohort study
medicine.disease
Health Care
Health Care Facilities
Emergency medicine
Enzymology
business
Subjects
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