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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
The Relationship Between Chest Imaging Findings and the Viral Load of COVID-19
Wei Zhao1, Lei He2, Haoneng Tang3
1Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, China.
Insights
for coronavirus disease 2019 (COVID-19) patients, an uneasily differentiated lesion margin on initial CT scans correlates with higher viral load. A lower Ct value indicates a higher viral load and predicts disease progression, necessitating follow-up CT scans.
Area of Science:
- Radiology
- Infectious Diseases
- Medical Imaging
Background:
- Coronavirus disease 2019 (COVID-19) presents diverse clinical and radiographic features.
- Understanding the relationship between imaging findings and viral load is crucial for patient management.
Purpose of the Study:
- To investigate the correlation between clinical characteristics, radiographic features, and viral load in COVID-19 patients.
- To determine if imaging features can predict disease progression based on viral load.
Main Methods:
- Retrospective analysis of 56 COVID-19 cases from two institutions.
- Evaluation of basal clinical characteristics, initial CT imaging features, and follow-up CT changes.
- Analysis of the relationship between imaging findings, clinical data, and viral load (Ct value).
Main Results:
- Ground-glass opacity (GGO) and vascular enlargement were the most frequent CT findings.
- An uneasily differentiated lesion margin on initial CT was negatively correlated with Ct value (lower Ct value indicating higher viral load).
- Lower Ct values were associated with disease progression on follow-up CT and could predict progression (AUC = 0.685).
Conclusions:
- Viral load in COVID-19 is negatively correlated with uneasily differentiated lesion margins on initial CT scans.
- The Ct value is an important indicator for diagnosis and predicting disease progression.
- Follow-up CT scans are essential for patients with normal initial CT findings, particularly those with low Ct values.
Abstract:
Purpose: We aimed to investigate the relationship between clinical characteristics, radiographic features, and the viral load of patients with coronavirus disease 2019 (COVID-19). Methods and Materials: We retrospectively collected 56 COVID-19 cases from two institutions in Hunan province, China. The basal clinical characteristics, detail imaging features and follow-up CT changes were evaluated and the relationship with the viral load was analyzed. Results: GGO (48, 85.7%) and vascular enlargement (44, 78.6%) were the most frequent signs in COVID-19 patients. Of the lesions, 64.3% of the margins were uneasily differentiated. However, no significant correlations were found in terms of leucocytes, neutrophils, lymphocytes, platelets, and C-reactive protein (all P > 0.05). In contrast, the uneasily differentiated margin was negatively correlated with the Ct value (r = -0.283, P = 0.042), that is, an uneasily differentiated margin indicated a lower Ct value (P = 0.043). Patients with a lower Ct value were likely to present a progress follow-up change (P = 0.022). The Ct value at baseline could predict a progress follow-up change with an AUC of 0.685 (Cut-off value = 29.48). All four patients with normal CT findings presented new lesion(s) on follow-up CT scans. Conclusion: The viral load of COVID-19 is negatively correlated with an uneasily differentiated lesion margin on initial CT scan images and the Ct value should noted when making a diagnosis. In addition, following-up CT scans are necessary for patients who presented a normal CT at the initial diagnosis, especially for those with a low Ct value.
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