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The COVID-19 lab score: an accurate dynamic tool to predict in-hospital outcomes in COVID-19 patients
- Source :
- Scientific Reports, Scientific Reports, Vol 11, Iss 1, Pp 1-9 (2021)
- Publication Year :
- 2020
-
Abstract
- Purpose: Deterioration is sometimes unexpected in SARS-CoV2 infection. The aim of our study is to establish laboratory predictors of mortality in COVID-19 disease which can help to identify high risk patients.Methods: All patients admitted to hospital due to Covid-19 disease were included. Laboratory biomarkers that contributed with significant predictive value for predicting mortality to the clinical model were included. Cut-off points were established, and finally a risk score was built. Results: 893 patients were included. Median age was 68.2 years(CI 95% 53.0-83.4). 87(9.7%) were admitted to Intensive Care Unit(ICU) and 72(8.1%) also needed mechanical ventilation support. 171(19.1%) patients died. A Covid-19 Lab score ranging from 0 to 30 points was calculated on the basis of a multivariate logistic regression model in order to predict mortality with a weighted score that included haemoglobin, erythrocytes, leukocytes, neutrophils, lymphocytes, creatinine, C-reactive protein, interleukin-6, procalcitonin, lactate dehydrogenase (LDH), and D-dimer. Three groups were established. Low mortality risk group under 12 points, 12 to 18 were included as moderate risk, and high risk group were those with 19 or more points. Low risk group as reference, moderate and high patients showed mortality OR 4.75(CI95% 2.60-8.68) and 23.86(CI 95% 13.61-41.84), respectively. C-statistic was 0-85(0.82-0.88) and Hosmer-Lemeshow p-value 0.63.Conclusion: Covid-19 Lab score can very easily predict mortality in patients at any moment during admission secondary to SARS-CoV2 infection. It is a simple and dynamic score, and it can be very easily replicated. It could help physicians to identify high risk patients to foresee clinical deterioration.
- Subjects :
- Male
medicine.medical_specialty
Multivariate analysis
Science
medicine.medical_treatment
030204 cardiovascular system & hematology
Risk Assessment
Procalcitonin
Article
law.invention
03 medical and health sciences
0302 clinical medicine
Medical research
law
Internal medicine
Medicine
Humans
030212 general & internal medicine
Aged
Retrospective Studies
Mechanical ventilation
Multidisciplinary
Framingham Risk Score
business.industry
SARS-CoV-2
COVID-19
Retrospective cohort study
Intensive care unit
Hospitalization
Treatment Outcome
Spain
Multivariate Analysis
Infectious diseases
Observational study
Female
business
Risk assessment
Biomarkers
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 11
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Scientific reports
- Accession number :
- edsair.doi.dedup.....36c6a47779979535c19149b1eb7e7ca4