Distinguishing phenotypes of childhood wheeze and cough using latent class analysis
B D Spycher1, M Silverman, A M Brooke
1Swiss Paediatric Respiratory Research Group, Institute of Social and Preventive Medicine, University of Bern, Finkenhubelweg 11, CH-3012, Bern, Switzerland.
Insights
This study identified distinct childhood wheeze and chronic cough phenotypes using a multidimensional approach. These phenotypes predict later airway disease outcomes, improving clinical relevance for pediatric and adult respiratory conditions.
Area of Science:
- Pediatric Pulmonology
- Respiratory Medicine
- Clinical Epidemiology
Background:
- Childhood airway diseases are diverse, with limited phenotypic classification.
- Existing approaches often overlook multiple disease dimensions.
- Accurate phenotyping is crucial for understanding disease trajectories and treatment.
Purpose of the Study:
- To identify distinct phenotypes of childhood wheeze and chronic cough using a multidimensional statistical model.
- To compare identified phenotypes based on symptoms, lung function, and airway responsiveness.
- To evaluate the predictive value of these phenotypes for school-age outcomes.
Main Methods:
- Latent class analysis applied to a population-based cohort of 1,650 preschool children (319 with wheeze/cough).
- Data included parent-reported symptoms, skin-prick tests, lung function, and airway responsiveness from two surveys.
- Phenotype outcomes were assessed at school age for subsequent wheeze, cough, and inhaler use.
Main Results:
- The model identified three distinct phenotypes of childhood wheeze and two of chronic cough.
- Significant differences in subsequent wheeze, chronic cough, and inhaler use were observed across the five phenotypes at school age.
- The identified phenotypes partially reconcile discrepancies in existing classification systems.
Conclusions:
- A novel multidimensional approach effectively identifies clinically relevant phenotypes in childhood airway diseases.
- These phenotypes demonstrate predictive value for long-term respiratory outcomes.
- This methodology holds potential for improving phenotype definition in both pediatric and adult obstructive airway diseases.
Abstract:
Airway disease in childhood comprises a heterogeneous group of disorders. Attempts to distinguish different phenotypes have generally considered few disease dimensions. The present study examines phenotypes of childhood wheeze and chronic cough, by fitting a statistical model to data representing multiple disease dimensions. From a population-based, longitudinal cohort study of 1,650 preschool children, 319 with parent-reported wheeze or chronic cough were included. Phenotypes were identified by latent class analysis using data on symptoms, skin-prick tests, lung function and airway responsiveness from two preschool surveys. These phenotypes were then compared with respect to outcome at school age. The model distinguished three phenotypes of wheeze and two phenotypes of chronic cough. Subsequent wheeze, chronic cough and inhaler use at school age differed clearly between the five phenotypes. The wheeze phenotypes shared features with previously described entities and partly reconciled discrepancies between existing sets of phenotype labels. This novel, multidimensional approach has the potential to identify clinically relevant phenotypes, not only in paediatric disorders but also in adult obstructive airway diseases, where phenotype definition is an equally important issue.
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