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Published on: December 19, 2020
Adverse Initial CT Findings Associated with Poor Prognosis of Coronavirus Disease
YoungJun Chon1, Jin Young Kim2, Young Joo Suh3
1Department of Radiology, Keimyung University Dongsan Hospital, Keimyung University School of Medicine, Daegu, Korea.
Insights
Computed tomography (CT) scans can predict poor prognosis in coronavirus disease 2019 (COVID-19) patients. Initial CT findings like pleural effusion and pneumonia extent indicate a higher risk of severe disease.
Area of Science:
- Radiology
- Pulmonology
- Infectious Diseases
Background:
- Predicting poor prognosis in COVID-19 patients using computed tomography (CT) requires further investigation in large cohorts.
- Initial CT features are crucial for identifying patients at risk of severe coronavirus disease 2019 (COVID-19).
Purpose of the Study:
- To investigate adverse initial CT features for predicting poor prognosis in COVID-19 patients.
- To identify significant prognostic factors and critical event predictors in severe COVID-19 cases.
Main Methods:
- A cohort of 281 COVID-19 patients who underwent CT at admission was analyzed.
- Patients were categorized into severe and non-severe disease groups based on pneumonia severity and critical events (ICU admission or death).
- Clinical and CT findings were compared, and regression analysis was used to identify prognostic factors.
Main Results:
- 36 patients (12.8%) had severe disease, and 10 (3.6%) experienced critical events.
- Severe cases showed significantly more consolidation, crazy-paving appearance, pleural effusion, and higher CT scores (P < 0.05).
- Multivariate analysis identified pleural effusion, CT score > 5, old age (>77 years), and elevated C-reactive protein as significant predictors of severe disease and critical events (P < 0.05).
Conclusions:
- Initial CT findings, including pleural effusion and the extent of pneumonia, are associated with poor prognosis in COVID-19 patients.
- CT imaging provides valuable prognostic information for managing COVID-19 patients.
Background:
The predictors of poor prognosis in patients with coronavirus disease 2019 (COVID-19) using computed tomography (CT) have not been investigated in a large cohort. Therefore, the purpose of this study was to investigate the adverse initial CT features to predict poor prognosis in COVID-19.
Methods:
From February to April 2020, 281 COVID-19 patients who underwent CT at the time of admission were included. We divided the patients into the severe and non-severe disease groups. The severe group included patients with severe pneumonia or critical events. Intensive care unit admission or death were the critical events in this study. We compared the clinical and CT findings between the severe and non-severe groups and investigated the prognostic factors and critical events of the severe group using the regression analysis.
Results:
Among the 281 patients, 36 (12.8%) patients were in the severe group and 245 (87.2%) patients were in the non-severe group. Critical events occurred in 10 patients (3.6%). In the severe group, patients showed significantly more pneumonia with consolidation, crazy-paving appearance, pleural effusion, and higher CT scores than those in the non-severe group (all, P < 0.05). In the multivariate regression, pleural effusion (odds ratio [OR], 8.96; 95% confidence interval [CI], 1.81-44.42; P = 0.007), CT score > 5 (OR, 3.70; 95% CI, 1.44-9.53; P = 0.007), old age (> 77 years, OR, 9.96; 95% CI, 3.78-26.28; P < 0.001), and elevated C-reactive protein (OR, 4.15; 95% CI, 1.62-10.6; P = 0.003) were significant prognostic factors of severe disease. CT score > 5 (OR, 7.29; 95% CI, 1.37-38.68; P = 0.020), pleural effusion (OR, 5.67; 95% CI, 1.04-30.8; P = 0.045) and old age (OR, 8.6; 95% CI, 1.80-41.0; P = 0.007) were also significant predictors of critical events.
Conclusion:
Pleural effusion and the extent of pneumonia on initial CT scans are associated with poor prognosis in patients with COVID-19.
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