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Published on: November 4, 2010
Application of Asthma Prediction Tools in a Cohort of Infants with Severe Bronchiolitis
Ronaldo C Fabiano Filho1, Ruth J Geller1, Ludmilla Candido Santos1
1Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.
Insights
Severe bronchiolitis in infants is a significant risk factor for childhood asthma. This study evaluated asthma prediction tools, finding the Pediatric Asthma Risk Score (PARS) showed the most promise for identifying high-risk infants.
Area of Science:
- Pediatric Pulmonology
- Asthma Epidemiology
- Clinical Prediction Models
Background:
- Severe bronchiolitis in infancy is a major risk factor for developing childhood asthma.
- Early and accurate asthma prediction is crucial for timely intervention.
- Existing prediction tools require evaluation in high-risk infant populations.
Purpose of the Study:
- To assess the predictive accuracy of the Asthma Predictive Index (API), modified API (mAPI), and Pediatric Asthma Risk Score (PARS) for asthma at age 6 years.
- To evaluate these tools using infancy data in a cohort of infants hospitalized with severe bronchiolitis.
- To identify the most effective tool for predicting asthma in high-risk infants.
Main Methods:
- A multi-center cohort study of infants under 1 year old hospitalized with severe bronchiolitis between 2011 and 2014.
- Infancy data was used to calculate scores for API (stringent and loose criteria), mAPI, and PARS.
- Asthma diagnosis at age 6 years was determined via parent-reported data.
Main Results:
- The prevalence of parent-reported asthma at age 6 years was 37%.
- Positive prediction rates varied: API (stringent) 21%, API (loose) 51%, mAPI 11%, and PARS 34%.
- Area under the receiver operating characteristic curves (AUC) ranged from 0.57 for mAPI to 0.66 for PARS, indicating moderate predictive ability.
Conclusions:
- The Pediatric Asthma Risk Score (PARS) demonstrated the highest predictive performance among the evaluated indices for asthma at age 6 in this high-risk cohort.
- Current asthma prediction tools show limitations in accurately identifying all high-risk infants.
- Development of improved asthma prediction tools is needed to guide preventative strategies for infants with severe bronchiolitis.
Abstract:
Severe bronchiolitis is a strong childhood asthma risk factor. Early and accurate asthma prediction is key. We applied the Asthma Predictive Index (API), the modified Asthma Predictive Index (mAPI), and the Pediatric Asthma Risk Score (PARS) in a cohort of high-risk infants to predict asthma at age 6 years. We conducted a 17-center cohort of infants (age <1 year) hospitalized with severe bronchiolitis during 2011-2014. We used only infancy data to predict asthma at age 6 years. The prevalence of parent-reported asthma at age 6 years was 328/880 (37%). The prevalences of a positive index/score for stringent and loose API, mAPI, and PARS were 21%, 51%, 11%, and 34%, respectively. Area under the receiver operating characteristic curves [95% confidence interval (CI)] ranged from 0.57 (95% CI 0.55-0.60) for mAPI to 0.66 (95% CI 0.63-0.70) for PARS. An asthma prediction tool for high-risk infants is needed to identify those who would benefit most from asthma prevention interventions.
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