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Phenotypes of childhood wheeze in Japanese children: A group-based trajectory analysis
Limin Yang1,2, Masami Narita1, Kiwako Yamamoto-Hanada1,2
1Division of Allergy, Department of Medical Subspecialties, National Center for Child Health and Development, Tokyo, Japan.
Insights
This study identified five distinct childhood wheeze patterns in Japan using statistical modeling. Infant tobacco exposure was linked to transient early wheeze, highlighting environmental risk factors for respiratory health.
Area of Science:
- Pediatric respiratory health
- Epidemiology of childhood diseases
- Phenotypic classification of wheeze
Background:
- Understanding childhood wheeze patterns is crucial for determining the causes and predicting the outcomes of respiratory illnesses.
- This research focuses on Japanese children up to 9 years of age.
- Identifying distinct wheeze phenotypes can aid in targeted interventions.
Purpose of the Study:
- To classify wheezing phenotypes in children up to 9 years of age in Japan.
- To evaluate individual and environmental risk factors associated with identified wheeze phenotypes.
- To provide a data-driven approach to understanding childhood respiratory health.
Main Methods:
- Group-based trajectory analysis was used to identify distinct wheeze patterns over time.
- Wheeze data was collected retrospectively from maternal recall at approximately 1-year intervals for 1116 children.
- A multinomial logit model analyzed the relationship between identified phenotypes and risk factors.
Main Results:
- Five distinct childhood wheeze trajectories were identified: never/infrequent, transient early, school-age-onset, early-childhood-onset remitting, and persistent wheeze.
- The prevalence of these trajectories was 43.7%, 32.2%, 6.2%, 8.6%, and 9.2%, respectively.
- Infant exposure to tobacco smoke was associated with an increased likelihood of the transient early wheeze trajectory.
Conclusions:
- Five statistically derived trajectories of childhood wheeze development were identified in a Japanese cohort.
- The study utilized a robust group-based trajectory modeling approach for precise classification.
- Findings underscore the importance of environmental factors, such as infant tobacco exposure, in shaping wheeze phenotypes.
Background:
Exploring patterns of childhood wheeze may help to clarify the etiology and prognosis of respiratory diseases. The purpose of this study was to classify phenotypes of wheezing in children up to 9 years of age in Japan and to evaluate the individual and environmental risk factors for these phenotypes.
Methods:
Wheeze was evaluated at approximately 1-year intervals based on the mothers' recollection of their child's wheezing or whistling in the chest during the preceding 12 months. The children were aged 1-9 years. In total, 1116 children who had at least five measures of wheezing at all nine time points were used for identifying trajectories. Trajectories were identified with group-based trajectory analysis. A multinomial logit model was built to evaluate the relationships between phenotypes and risk factors.
Results:
Five typical trajectories were identified. The probability of group membership was 43.7%, 32.2%, 6.2%, 8.6%, and 9.2% for the never/infrequent wheeze, transient early wheeze, school-age-onset wheeze, early-childhood-onset remitting wheeze, and persistent wheeze trajectories, respectively. Infant tobacco exposure increased the odds of membership in the transient early wheeze trajectory compared to the never/infrequent wheeze trajectory.
Conclusions:
Using the group-based trajectory modeling approach, we identified five trajectories of childhood wheeze development in a Japanese population. The trajectories shown here are based on formal statistical modeling rather than on subjective classification, and an assessment of its precision suggested that the model has high assignment accuracy.
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