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Published on: June 4, 2017
Allergic sensitization patterns identified through latent class analysis among children with and without asthma
Qixuan Chen1, Xiaobo Zhong1, Luis Acosta2
1Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York.
Insights
Identifying specific allergic sensitization patterns in children is key to understanding asthma risk. Certain allergen combinations significantly increase the likelihood of developing and maintaining asthma.
Area of Science:
- Allergy and Immunology
- Pediatric Asthma Research
- Computational Biology
Background:
- Allergic sensitization patterns may offer insights into asthma development.
- Understanding these patterns is crucial for early intervention and risk assessment.
Purpose of the Study:
- To identify distinct allergic sensitization profiles in children.
- To investigate the association between these sensitization patterns and current/persistent asthma.
Main Methods:
- Latent class analysis (LCA) was used to identify sensitization patterns.
- IgE levels against 112 allergens were measured in children aged 7-8.
- Data from the New York City Neighborhood Asthma and Allergy Study was utilized.
Main Results:
- Four distinct allergic sensitization patterns were identified.
- Children in three of these patterns showed a significantly higher risk of asthma.
- The 'pollen and indoor group 1' pattern exhibited the highest asthma risk.
Conclusions:
- Latent class analysis (LCA) effectively reveals sensitization profiles across numerous allergens.
- Analyzing multi-allergen sensitization patterns provides greater insight into asthma associations than single allergens or total IgE.
Background:
Specific patterns of allergic sensitization to common allergens may provide relevant clinical insight into asthma risk.
Objective:
To identify patterns of allergic sensitization based on multiple individual allergens and link these to current and persistent asthma using baseline and 3-year follow-up data.
Methods:
Children 7 to 8 years old with (n = 196) and without (n = 136) asthma from the New York City Neighborhood Asthma and Allergy Study were studied. IgE against a panel of 112 antigens was measured using the ISAC multiplex panel array. Latent class analysis (LCA) was used to identify patterns of allergic sensitization among the 26 most common allergens against which children had measurable IgE. The association between patterns of allergic sensitization and risk of asthma and other allergic diseases was examined.
Results:
LCA identified 4 patterns of allergic sensitization as follows: low risk of sensitization (prevalence of 53% in children with asthma and 76% in children without asthma), indoor (prevalence of 23% in children with asthma and 15% in children without asthma), pollen and indoor group 1 (prevalence of 16% in children with asthma and 5% in children without asthma), and pollen and indoor group 2 (prevalence of 9% in children with asthma and 4% in children without asthma). Compared with the low risk of sensitization pattern, children belonging to the 3 sensitized patterns had significantly higher risk of asthma at ages 7 to 8 years and 3 years later, with the highest risk for children in the pollen and indoor group 1 pattern.
Conclusions:
LCA facilitates the study of sensitization profiles to a large number of common allergens. Analyzing patterns of allergic sensitization from multiple allergens reveals additional relevant associations with asthma than the study of a single allergen or total IgE.
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