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Bronchial Remodeling-based Latent Class Analysis Predicts Exacerbations in Severe Preschool Wheezers
Michael Fayon1,2,3, Fabien Beaufils1,2,3, Pauline Esteves1,3
1Bordeaux University, Centre de Recherche Cardio-Thoracique de Bordeaux, Institut National de la Santé et de la Recherche Médicale (INSERM) U1045, Bordeaux Imaging Center, Bordeaux, France.
Insights
Assessing bronchial remodeling in severe preschool wheezers identified two distinct patient groups. One group showed specific airway changes and a higher risk of frequent, severe exacerbations, aiding personalized risk assessment.
Area of Science:
- Pediatric Pulmonology
- Respiratory Medicine
- Airway Diseases
Background:
- Preschool wheezing is clinically heterogeneous, complicating treatment.
- Characterizing severe preschool wheezers is crucial for effective management.
- Bronchial remodeling patterns may offer a way to stratify these patients.
Purpose of the Study:
- To identify distinct patient classes of severe preschool wheezers based on bronchial remodeling.
- To compare clinical and biological data between these identified classes.
- To evaluate the safety and utility of fiberoptic bronchoscopy in this population.
Main Methods:
- A prospective, double-center study involving severe preschool wheezers (1-5 years) undergoing fiberoptic bronchoscopy.
- Assessment of bronchial remodeling parameters including epithelial integrity, reticular basement membrane thickness, mucus gland and bronchial smooth muscle areas, and fibrosis.
- Latent class analysis to identify patient subgroups, validated in an independent cohort.
Main Results:
- Fiberoptic bronchoscopy was well-tolerated.
- Two bronchial remodeling classes were identified: Class BR1 (increased reticular basement membrane thickness, normalized bronchial smooth muscle area) and Class BR2.
- Class BR1 was associated with a higher risk of frequent and severe exacerbations post-procedure.
Conclusions:
- Bronchial remodeling assessment effectively stratifies severe preschool wheezers.
- This stratification identifies patients at higher risk for subsequent exacerbations.
- The findings support a favorable benefit-to-risk ratio for using bronchial remodeling to guide clinical decisions.
Abstract:
Rationale: Children with preschool wheezing represent a very heterogeneous population with wide variability regarding their clinical, inflammatory, obstructive, and/or remodeling patterns. We hypothesized that assessing bronchial remodeling would help clinicians to better characterize severe preschool wheezers. Objectives: The main objective was to identify bronchial remodeling-based latent classes of severe preschool wheezers. Secondary objectives were to compare cross-sectional and longitudinal clinical and biological data between classes and to assess the safety of bronchoscopy. Methods: This double-center prospective study (NCT02806466) included severe preschool wheezers (1-5 yr old) requiring fiberoptic bronchoscopy. Bronchial remodeling parameters (i.e., epithelial integrity, reticular basement membrane [RBM] thickness, mucus gland, fibrosis and bronchial smooth muscle [BSM] areas, the density of blood vessels, and RBM-BSM distance) were assessed and evaluated by latent class analysis. An independent cohort of severe preschool wheezers (NCT04558671) was used to validate our results. Measurements and Main Results: Fiberoptic bronchoscopy procedures were well tolerated. A two-class model was identified: Class BR1 was characterized by increased RBM thickness, normalized BSM area, the density of blood vessels, decreased mucus gland area, fibrosis, and RBM-BSM distance compared with Class BR2. No significant differences were found between classes in the year before fiberoptic bronchoscopy. By contrast, Class BR1 was associated with a shorter time to first exacerbation and an increased risk of both frequent (3 or more) and severe exacerbations during the year after bronchoscopy in the two cohorts. Conclusions: Assessing bronchial remodeling identified severe preschool wheezers at risk of frequent and severe subsequent exacerbations with a favorable benefit to risk ratio.
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