Related Experiment Video
Updated: Nov 4, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Risk factors for persistent abnormality on chest radiographs at 12-weeks post hospitalisation with PCR confirmed
T J M Wallis1,2, E Heiden3, J Horno3
1Department of Respiratory Medicine and Southampton NIHR Biomedical Research Centre, University Hospital Southampton and School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK. timothy.wallis@soton.ac.uk.
Insights
Persistent chest X-ray abnormalities after COVID-19 hospitalization were common. Key risk factors included longer hospital stays, obesity, and smoking, highlighting the need for further research into long-term respiratory effects.
Area of Science:
- Pulmonology
- Infectious Diseases
- Radiology
Background:
- Long-term consequences of COVID-19, including pulmonary fibrosis, are not fully understood.
- Assessing temporal changes in chest X-ray (CXR) infiltrates post-COVID-19 hospitalization is crucial.
Purpose of the Study:
- To evaluate the changes in CXR infiltrates 12 weeks after hospital admission for COVID-19.
- To identify risk factors associated with persistent radiographic abnormalities.
Main Methods:
- Prospective cohort study of 101 patients hospitalized with COVID-19.
- CXR scoring for pulmonary infiltrates at baseline and 12-week follow-up.
- Multivariate analysis to identify independent risk factors for persistent abnormalities.
Main Results:
- 32% of patients exhibited persistent CXR abnormalities at 12 weeks.
- Independent risk factors for persistent abnormalities included longer length of stay (LOS), obesity, and smoking status.
- Elevated serum lactate dehydrogenase (LDH) levels were associated with persistent CXR abnormalities.
Conclusions:
- Persistent CXR abnormalities are common 12 weeks post-COVID-19 hospitalization.
- LOS, obesity, elevated LDH, and smoking status are significant risk factors.
- Further prospective studies are needed to validate these findings.
Background:
The long-term consequences of COVID-19 remain unclear. There is concern a proportion of patients will progress to develop pulmonary fibrosis. We aimed to assess the temporal change in CXR infiltrates in a cohort of patients following hospitalisation for COVID-19.
Methods:
We conducted a single-centre prospective cohort study of patients admitted to University Hospital Southampton with confirmed SARS-CoV2 infection between 20th March and 3rd June 2020. Patients were approached for standard-of-care follow-up 12-weeks after hospitalisation. Inpatient and follow-up CXRs were scored by the assessing clinician for extent of pulmonary infiltrates; 0-4 per lung (Nil = 0, < 25% = 1, 25-50% = 2, 51-75% = 3, > 75% = 4).
Results:
101 patients with paired CXRs were included. Demographics: 53% male with a median (IQR) age 53.0 (45-63) years and length of stay 9 (5-17.5) days. The median CXR follow-up interval was 82 (77-86) days with median baseline and follow-up CXR scores of 4.0 (3-5) and 0.0 (0-1) respectively. 32% of patients had persistent CXR abnormality at 12-weeks. In multivariate analysis length of stay (LOS), smoking-status and obesity were identified as independent risk factors for persistent CXR abnormality. Serum LDH was significantly higher at baseline and at follow-up in patients with CXR abnormalities compared to those with resolution. A 5-point composite risk score (1-point each; LOS ≥ 15 days, Level 2/3 admission, LDH > 750 U/L, obesity and smoking-status) strongly predicted risk of persistent radiograph abnormality (0.81).
Conclusion:
Persistent CXR abnormality 12-weeks post COVID-19 was common in this cohort. LOS, obesity, increased serum LDH, and smoking-status were risk factors for radiograph abnormality. These findings require further prospective validation.
More Related Videos
09:03Nasal Brushing Sampling and Processing Using Digital High Speed Ciliary Videomicroscopy – Adaptation for the COVID-19 Pandemic
Published on: November 7, 2020
06:15Protocol and Guidelines for Point-of-Care Lung Ultrasound in Diagnosing Neonatal Pulmonary Diseases Based on International Expert Consensus
Published on: March 6, 2019
Related Concept Videos
Pneumonia III: Complications and Assessment
Respiratory System Abnormal Finding I: Inspection and Percussion
Inspection Findings
During an inspection, several findings may suggest the presence of respiratory distress or disease. Pursed-lip breathing, where exhalation is slowed by...
Pneumothorax-II
Clinical Manifestations:
Pneumonia I: Introduction
Risk Factors
Various factors influence the likelihood of developing pneumonia. Age plays a crucial role, with infants, children under two, and individuals over 65 at increased risk due to their...
Pneumonia II: Pathophysiology
Pulmonary Cycle: Exhalation