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Differential diagnosis and prospective grading of COVID-19 at the early stage with simple hematological and biochemical variables
- Source :
- Diagnostic Microbiology and Infectious Disease
- Publication Year :
- 2020
-
Abstract
- We evaluated simple laboratory variables to discriminate COVID-19 from bacterial pneumonia or influenza and for the prospective grading of COVID-19. Multivariate logistic regression and receiver operating characteristic curve (ROC) were used to estimate the diagnostic performance of the significant discriminating variables. A comparative analysis was performed with different severity. The leukocytosis (P = 0.017) and eosinopenia (P = 0.001) were discriminating variables between COVID-19 and bacterial pneumonia with AUC of 0.778 and 0.825. Monocytosis (P = 0.003), the decreased lymphocyte-to-monocyte ratio (LMR) (P<br />Highlights • Laboratory features help differential diagnosis and the grade of COVID-19. • Leukocytosis and eosinopenia discriminate COVID-19 from bacterial pneumonia. • Monocytosis, NLR, and LMR distinguish COVID-19 from influenza. • Age, NLR, SAA, LDH, CD3+ cells, and FDP assist the stratification of COVID-19.
- Subjects :
- 0301 basic medicine
Male
Leukocytosis
Neutrophils
Logistic regression
Gastroenterology
Severity of Illness Index
Monocytes
chemistry.chemical_compound
0302 clinical medicine
Eosinopenia
030212 general & internal medicine
Child
Area under the curve
General Medicine
Middle Aged
Bacterial pneumonia
Infectious Diseases
Child, Preschool
Differential diagnosis
Female
medicine.symptom
Microbiology (medical)
Adult
medicine.medical_specialty
Adolescent
030106 microbiology
Amyloidogenic Proteins
Article
Diagnosis, Differential
03 medical and health sciences
Young Adult
Monocytosis
Internal medicine
Lactate dehydrogenase
Eosinophilia
Influenza, Human
medicine
Pneumonia, Bacterial
Humans
Lymphocyte Count
Prospective grading
Retrospective Studies
Receiver operating characteristic
L-Lactate Dehydrogenase
business.industry
SARS-CoV-2
COVID-19
Fibrinogen
medicine.disease
Influenza
Coronavirus disease 2019 (COVID-19)
chemistry
business
Subjects
Details
- ISSN :
- 18790070
- Volume :
- 99
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Diagnostic microbiology and infectious disease
- Accession number :
- edsair.doi.dedup.....70166a255d7771683b96346090f351c6