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CASTER: Cross-Sectional Asthma STEroid Response Measurement
Alvin T Kho1, Joanne Sordillo2, Ann Chen Wu2
1Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02215, USA.
Identifying steroid response in asthma patients is challenging. The new Cross-sectional Asthma STEroid Response (CASTER) measure accurately identifies good and poor responders to inhaled corticosteroids (ICS) in children.
Area of Science:
- Pharmacogenetics
- Respiratory Medicine
- Clinical Trial Analysis
Background:
- Variability in asthma patient response to inhaled corticosteroids (ICS) complicates treatment assessment.
- Quantifying steroid response is crucial for pharmacogenetic research but current methods are limited.
- Need for a reliable measure applicable to both longitudinal and cross-sectional asthma studies.
Purpose of the Study:
- To define a robust measure for assessing inhaled corticosteroid (ICS) response in asthma.
- To develop a steroid response measure suitable for pharmacogenetic research across diverse asthma cohorts.
- To validate the new measure using cross-sectional data from multiple independent asthma studies.
Main Methods:
- Utilized longitudinal data from the Childhood Asthma Management Program (CAMP) cohort.
- Defined the Cross-sectional Asthma STEroid Response (CASTER) measure using CAMP cross-sectional data.
- Applied and validated CASTER on cross-sectional data from four independent asthma cohorts (IMPACT, SOCS, PACT, GACRS).
Main Results:
- The CASTER measure demonstrated high accuracy in identifying steroid responders across childhood asthma cohorts.
- Achieved significant Area Under the Curve (AUC) values: 82% (GACRS), 71% (PACT), and 63% (CAMP cross-sectional).
- Indicated that cross-sectional clinical data can effectively identify ICS treatment responders in pediatric asthma.
Conclusions:
- The CASTER measure provides an accurate and practical method for assessing inhaled corticosteroid response in asthma.
- CASTER significantly enhances the usability and applicability of steroid response measures in asthma research.
- This measure facilitates pharmacogenetic studies by enabling reliable classification of steroid responders.
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