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High-risk chest radiographic features associated with COVID-19 disease severity
- Source :
- PLoS ONE, Vol 16, Iss 1, p e0245518 (2021), PLoS ONE
- Publication Year :
- 2021
- Publisher :
- Public Library of Science (PLoS), 2021.
-
Abstract
- Objectives High-risk CXR features in COVID-19 are not clearly defined. We aimed to identify CXR features that correlate with severe COVID-19. Methods All confirmed COVID-19 patients admitted within the study period were screened. Those with suboptimal baseline CXR were excluded. CXRs were reviewed by three independent radiologists and opacities recorded according to zones and laterality. The primary endpoint was defined as hypoxia requiring supplemental oxygen, and CXR features were assessed for association with this endpoint to identify high-risk features. These features were then used to define criteria for a high-risk CXR, and clinical features and outcomes of patients with and without baseline high-risk CXR were compared using logistic regression analysis. Results 109 patients were included. In the initial analysis of 40 patients (36.7%) with abnormal baseline CXR, presence of bilateral opacities, multifocal opacities, or any upper or middle zone opacity were associated with supplemental oxygen requirement. Of the entire cohort, 29 patients (26.6%) had a baseline CXR with at least one of these features. Having a high-risk baseline CXR was significantly associated with requiring supplemental oxygen in univariate (odds ratio 14.0, 95% confidence interval 3.90–55.60) and multivariate (adjusted odds ratio 8.38, 95% CI 2.43–28.97, P = 0.001) analyses. Conclusion We identified several high-risk CXR features that are significantly associated with severe illness. The association of upper or middle zone opacities with severe illness has not been previously emphasized. Recognition of these specific high-risk CXR features is important to prioritize limited healthcare resources for sicker patients.
- Subjects :
- Male
Viral Diseases
Critical Care and Emergency Medicine
Pulmonology
Epidemiology
Logistic regression
Severity of Illness Index
Diagnostic Radiology
030218 nuclear medicine & medical imaging
Cohort Studies
Medical Conditions
0302 clinical medicine
Risk Factors
Medicine and Health Sciences
Clinical endpoint
Medicine
Medical Personnel
030212 general & internal medicine
Optical Properties
Tomography
Lung
Multidisciplinary
Radiology and Imaging
Middle Aged
Thorax
Hospitalization
Chemistry
Professions
Infectious Diseases
Physical Sciences
Cohort
Female
Radiography, Thoracic
Emergency Service, Hospital
Research Article
Chemical Elements
Cohort study
Opacity
Adult
medicine.medical_specialty
Imaging Techniques
Science
Materials Science
Material Properties
Neuroimaging
Research and Analysis Methods
03 medical and health sciences
Diagnostic Medicine
Internal medicine
Radiologists
Medical Hypoxia
Severity of illness
Humans
Medicine [Science]
Retrospective Studies
SARS-CoV-2
business.industry
Biology and Life Sciences
COVID-19
Covid 19
Retrospective cohort study
Odds ratio
Confidence interval
Computed Axial Tomography
Oxygen
Radiography
Medical Risk Factors
People and Places
Population Groupings
Triage
Tomography, X-Ray Computed
business
Neuroscience
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 16
- Database :
- OpenAIRE
- Journal :
- PLOS ONE
- Accession number :
- edsair.doi.dedup.....b33fd54f7d2d4e54e5cd2641b707c4f3