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Clinical features and risk factors of adenovirus-related plastic bronchitis in children
Yifan Wang1,2, Yuhan Jiang1,2, Ruiwen Xia1,2
1Clinical School of Paediatrics, Tianjin Medical University, Tianjin, China.
Insights
Early prediction of plastic bronchiolitis (PB) in children with adenoviral pneumonia is possible. Diminished breath sounds, D-dimer, and LDH levels are key risk factors, aiding clinical decision-making.
Area of Science:
- Pediatric Pulmonology
- Infectious Diseases
- Clinical Prediction Modeling
Background:
- Adenoviral pneumonia is a common respiratory infection in children.
- Plastic bronchiolitis (PB) is a severe complication that can arise from adenoviral pneumonia.
- Early identification of children at risk for PB is crucial for timely intervention.
Purpose of the Study:
- To analyze clinical features of pediatric adenoviral pneumonia.
- To identify independent risk factors for predicting plastic bronchiolitis (PB).
- To develop and validate a predictive nomogram for PB in children.
Main Methods:
- Retrospective analysis of clinical data from 164 children with adenoviral pneumonia.
- Comparison of clinical characteristics, symptoms, lab findings, and imaging between PB and non-PB groups.
- Multivariate logistic regression and nomogram construction to identify risk factors and predict PB.
Main Results:
- Multivariate analysis identified diminished breath sounds, elevated D-dimer (D-D) levels, and increased Lactic dehydrogenase (LDH) levels as significant risk factors for PB.
- The developed nomogram achieved an AUC of 0.904, indicating high predictive accuracy.
- The nomogram demonstrated good calibration, suggesting reliable predictions.
Conclusions:
- Diminished breath sounds, D-D, and LDH levels are independent predictors of PB in pediatric adenoviral pneumonia.
- The validated nomogram serves as a valuable tool for early PB prediction and clinical management.
- Further validation in larger, diverse populations is recommended to confirm the nomogram's utility.
Background:
To analyze the clinical characteristics of children with adenoviral pneumonia, identify independent risk factors for early prediction of plastic bronchiolitis (PB), and develop a predictive nomogram.
Methods:
This retrospective study analyzed the clinical data of children diagnosed with adenoviral pneumonia. Patients were categorized into PB and non-PB groups. General characteristics, clinical symptoms, laboratory findings, and imaging results were compared between the two groups. Multivariate logistic regression was used to identify significant risk factors, and a nomogram model was constructed.
Results:
Among the 164 patients, 139 were in the non-PB group and 25 were in the PB group. Multivariate logistic regression identified diminished breath sounds, D-dimer (D-D) levels, and Lactic dehydrogenase (LDH) levels as significant risk factors for PB. The nomogram developed from these factors had an area under the receiver operating characteristic curve (AUC) of 0.904 (95% confidence interval: 0.847-0.960). The Hosmer-Lemeshow test showed good calibration (p = 0.515, X2 = 7.207).
Conclusions:
Diminished breath sounds, D-D levels, and LDH levels are independent risk factors for PB in children with adenoviral pneumonia. The developed nomogram demonstrates high predictive accuracy and good calibration, providing a valuable tool for early prediction and clinical decision-making. Future studies should validate this nomogram in larger and diverse populations.
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