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Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Postmortem chest computed tomography in COVID-19: A minimally invasive autopsy method
Paulo Savoia1, Marcio Valente Yamada Sawamura1, Renata Aparecida de Almeida Monteiro2
1Department of Radiology, University of Sao Paulo School of Medicine, Institute of Radiology, Rua Doutor Ovidio Pires de Campos, 75, 05403-010, Cerqueira Cesar, São Paulo, SP, Brazil.
A minimally invasive autopsy combining postmortem CT and histopathology is valid for assessing COVID-19 lung changes. Increased CT findings correlate with more severe histopathological disease, aiding pandemic investigations.
Area of Science:
- Medical Imaging
- Pathology
- COVID-19 Research
Background:
- Performing autopsies during pandemics presents challenges due to contamination risks.
- Minimally invasive autopsy (MIA) offers a potential solution to balance understanding pathophysiology with safety.
- Integrating radiology and pathology is crucial for comprehensive postmortem analysis.
Purpose of the Study:
- To evaluate postmortem CT lung findings and their correlation with histopathology in fatal COVID-19 cases.
- To validate a minimally invasive autopsy model combining imaging and tissue analysis.
- To determine the relationship between radiological patterns and histopathological features of lung injury.
Main Methods:
- Twenty-nine patients with fatal COVID-19 underwent postmortem chest CT scans.
- Lung tissue samples were collected and examined for histopathological analysis, including diffuse alveolar damage (DAD).
- CT findings and histopathological features were quantified and correlated using statistical analysis.
Main Results:
- A significant positive correlation was found between overall CT severity scores and histopathological severity scores (R=0.66, p=0.0078).
- Positive correlations existed between normal lung percentages on CT and histopathology (R=0.65, p=0.0082).
- Negative correlations were observed between ground-glass opacities on CT and exudative DAD in histopathology (R=-0.68, p=0.005), with a trend for increased consolidations on CT correlating with decreased normal lung tissue histologically.
Conclusions:
- Minimally invasive autopsy is a valid approach for postmortem examination in pandemic scenarios.
- Increasing severity of lung involvement on CT correlates with more advanced histopathological disease.
- Radiological findings like ground-glass opacities require careful interpretation due to potential overestimation of disease in postmortem lungs.
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