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Measuring the corticosteroid responsiveness endophenotype in asthmatic patients
George L Clemmer1, Ann Chen Wu2, Bernard Rosner1
1Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Mass.
A new composite phenotype accurately measures corticosteroid responsiveness in asthma, outperforming individual clinical measures. This approach enhances the modeling of corticosteroid pharmacologic response and resistance.
Area of Science:
- Pulmonary Medicine
- Pharmacogenomics
- Biostatistics
Background:
- Inhaled corticosteroids are standard asthma controller therapy.
- Treatment response is observed across six clinical phenotypes.
- A single quantitative endophenotype is hypothesized to modulate these responses.
Purpose of the Study:
- Develop a composite phenotype for corticosteroid responsiveness.
- Ensure accuracy, population stability, and robustness to missing data.
- Improve modeling of corticosteroid pharmacologic response and resistance.
Main Methods:
- Principal component analysis used to derive a composite phenotype.
- Tested in four independent replication populations.
- Area Under the Receiver Operating Characteristic Curve (AUC) evaluated accuracy.
Main Results:
- Composite phenotype achieved an AUC of 0.74 in the primary study.
- This significantly surpassed individual clinical phenotypes (AUCs 0.56–0.67).
- In replication populations, composite AUCs (0.69–0.73) outperformed 14/22 phenotypes.
Conclusions:
- The composite phenotype offers superior accuracy, stability, and robustness.
- It provides enhanced capability for modeling corticosteroid response and resistance.
- This advances personalized medicine approaches in asthma management.
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