Related Experiment Video
Updated: Dec 29, 2025

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
Published on: July 22, 2025
Asthma predictive index as a useful diagnostic tool in preschool children: a cross-sectional study in Korea
Dong Hyeon Lee1, Ji-Won Kwon2, Hyung Young Kim3
1Department of Pediatrics, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.
Insights
The asthma predictive index (API) correlates with current asthma in preschoolers, but not with lung function or allergy tests. This aids in diagnosing childhood asthma effectively.
Area of Science:
- Pediatric Pulmonology
- Allergy and Immunology
- Diagnostic Accuracy Studies
Background:
- Diagnosing asthma in preschool children presents significant clinical challenges.
- The asthma predictive index (API) is a tool used to predict asthma and guide treatment decisions in this age group.
Purpose of the Study:
- To investigate the relationship between questionnaire-identified current asthma and the API.
- To assess the association of current asthma with pulmonary function, airway hyperreactivity (AHR), fractional expiratory nitric oxide (FeNO), and atopic sensitization in preschool children.
Main Methods:
- A population-based cross-sectional study involving 916 preschool children aged 4-6 years.
- Current asthma was defined using a modified questionnaire, requiring physician diagnosis and at least one wheezing episode in the past 12 months.
- Clinical and laboratory parameters were compared between children with and without current asthma.
Main Results:
- The prevalence of current asthma was 3.9%.
- Children with current asthma had higher rates of positive bronchodilator response and API scores (both loose and stringent).
- The stringent API demonstrated 72.2% sensitivity and 82.0% specificity for current asthma (diagnostic accuracy 0.771), but no significant differences were found in spirometry, AHR, FeNO, or atopic sensitization.
Conclusions:
- Questionnaire-based current asthma in preschoolers is associated with the asthma predictive index (API).
- However, current asthma in this age group is not significantly associated with spirometry, airway hyperreactivity, FeNO levels, or atopic sensitization.
Background:
It is challenging to diagnose asthma in preschool children. The asthma predictive index (API) has been used to predict asthma and decide whether to initiate treatment in preschool children.
Purpose:
This study aimed to investigate the association between questionnaire-based current asthma with API, pulmonary function, airway hyperreactivity (AHR), fractional expiratory nitric oxide (FeNO), and atopic sensitization in preschool children.
Methods:
We performed a population-based cross-sectional study in 916 preschool children aged 4-6 years. We defined current asthma as the presence of both physician-diagnosed asthma and at least one wheezing episode within the previous 12 months using a modified International Study of Asthma and Allergies in Childhood questionnaire. Clinical and laboratory parameters were compared between groups according to the presence of current asthma.
Results:
The prevalence of current asthma was 3.9% in the study population. Children with current asthma showed a higher rate of positive bronchodilator response and loose and stringent API scores than children without current asthma. The stringent API was associated with current asthma with 72.2% sensitivity and 82.0% specificity. The diagnostic accuracy of the stringent API for current asthma was 0.771. However, no intergroup differences in spirometry results, methacholine provocation test results, FeNO level, or atopic sensitization rate were observed.
Conclusion:
The questionnaire-based diagnosis of current asthma is associated with API, but not with spirometry, AHR, FeNO, or atopic sensitization in preschool children.
Related Concept Videos
Asthma-IV: Diagnostic and Management
Clinical Assessment for Asthma:
This is the first step in diagnosing and managing asthma. It includes:
Asthma-II: Pathophysiology and Classification
Additionally, environmental and genetic factors play crucial roles in determining an individual's susceptibility to asthma and the severity of their condition.
Critical processes in asthma pathophysiology include:
Asthma-III: Symptoms and Complications
Classification of Asthma
Asthma-I: Introduction
Asthma: Pathogenesis and Management
Asthma is classified as allergic and non-allergic. Allergens such as dust mites, pollen, and pet dander trigger allergic asthma, while factors like cold air, intense emotions, or exercise can induce non-allergic asthma.
Asthma-IV: Nursing Management
First, in...

