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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
COVID-19 pneumonia: microvascular disease revealed on pulmonary dual-energy computed tomography angiography
Franck Grillet1, Andreas Busse-Coté1, Paul Calame1
1Department of Radiology, Centre Hospitalier Universitaire de Besancon, Besancon, France.
Background:
Increased prevalence of acute pulmonary embolism in COVID-19 has been reported in few recent studies. Some works have highlighted pathological changes on lung microvasculature with local pulmonary intravascular coagulopathy that may explain pulmonary artery thrombosis found on pulmonary computed tomography (CT) angiography. The objective of our study was to describe lung perfusion disorders assessed by pulmonary dual-energy CT (DECT) angiography in severe COVID-19 patients.
Methods:
This single center retrospective study included 85 consecutive patients with a reverse transcriptase-polymerase chain reaction diagnosis of SARS-CoV-2 who underwent a pulmonary DECT angiography between March 16th 2020 and April 22th 2020. Pulmonary DECT angiography was performed when the patient had severe clinical symptoms or suffered from active neoplasia or immunosuppression. Two chest radiologists performed pulmonary angiography analysis in search of pulmonary artery thrombosis and a blinded semi quantitative analysis of iodine color maps focusing on the presence of parenchymal ischemia. The lung parenchyma was divided into volumes based on HU values. DECT analysis included lung segmentation, total lungs volume and distribution of lung perfusion assessment.
Results:
Twenty-nine patients (34%) were diagnosed with pulmonary artery thrombosis, mainly segmental (83%). Semi-quantitative analysis revealed parenchymal ischemia in 68% patients of the overall population, with no significant difference regarding absence or presence of pulmonary artery thrombosis (23 vs. 35, P=0.144). Inter-reader agreement of parenchymal ischemia between reader 1 and 2 was substantial [0.74; interquartile range (IQR): 0.59-0.89]. Volume of ischemia was significantly higher in patients with pulmonary artery thrombosis [29 (IQR, 8-100) vs. 8 (IQR, 0-45) cm3, P=0.041]. Lung parenchyma was divided between normal parenchyma (59%, of which 34% was hypoperfused), ground glass opacities (10%, of which 20% was hypoperfused) and consolidation (31%, of which 10% was hypoperfused).
Conclusions:
Pulmonary perfusion evaluated by iodine concentration maps shows extreme heterogeneity in COVID-19 patients and lower iodine levels in normal parenchyma. Pulmonary ischemic areas were more frequent and larger in patients with pulmonary artery thrombosis. Pulmonary DECT angiography revealed a significant number of pulmonary ischemic areas even in the absence of visible pulmonary arterial thrombosis. This may reflect microthrombosis associated with COVID-19 pneumonia.
Insights
Pulmonary dual-energy CT angiography revealed widespread lung perfusion issues in severe COVID-19 patients. Ischemic areas were larger in patients with pulmonary artery thrombosis, suggesting microthrombosis.
Area of Science:
- Radiology
- Pulmonary Medicine
- Infectious Diseases
Background:
- COVID-19 is associated with an increased risk of pulmonary embolism.
- Pulmonary intravascular coagulopathy may contribute to pulmonary artery thrombosis in COVID-19.
- Understanding lung perfusion disorders is crucial for managing severe COVID-19.
Purpose of the Study:
- To describe lung perfusion disorders using pulmonary dual-energy CT (DECT) angiography in severe COVID-19 patients.
- To assess the prevalence and characteristics of parenchymal ischemia.
- To investigate the relationship between perfusion defects and pulmonary artery thrombosis.
Main Methods:
- Retrospective study of 85 COVID-19 patients undergoing pulmonary DECT angiography.
- Analysis of pulmonary artery thrombosis and semi-quantitative assessment of parenchymal ischemia using iodine color maps.
- Evaluation of lung segmentation, total lung volume, and perfusion distribution.
Main Results:
- Pulmonary artery thrombosis was found in 34% of patients.
- Parenchymal ischemia was present in 68% of the overall population.
- Ischemic areas were significantly larger in patients with pulmonary artery thrombosis (P=0.041).
- Significant pulmonary ischemia was observed even without visible pulmonary arterial thrombosis.
Conclusions:
- Pulmonary perfusion in COVID-19 patients is heterogeneous, with reduced iodine levels in normal lung parenchyma.
- Pulmonary DECT angiography effectively identifies ischemic areas, which are more frequent and extensive in patients with pulmonary artery thrombosis.
- The findings suggest microthrombosis may play a role in COVID-19-related lung injury.
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