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Updated: May 4, 2026

Methodology for Sputum Induction and Laboratory Processing
Published on: December 17, 2017
Sputum neutrophil counts are associated with more severe asthma phenotypes using cluster analysis
Wendy C Moore1, Annette T Hastie1, Xingnan Li1
1Wake Forest School of Medicine, Center for Genomics and Personalized Medicine Research and the Section on Pulmonary, Critical Care, Allergy and Immunologic Diseases, Winston-Salem, NC.
This study identified four distinct asthma subphenotypes by integrating clinical and inflammatory data. These new clusters reveal a spectrum of asthma severity, from mild allergic to severe disease with neutrophilic inflammation.
Area of Science:
- Pulmonology
- Immunology
- Genetics
Background:
- Previous cluster analysis of the Severe Asthma Research Program (SARP) identified five asthma subphenotypes.
- Sputum analysis revealed four inflammatory cellular patterns, with concurrent eosinophilia and neutrophilia indicating very severe asthma.
Purpose of the Study:
- To integrate inflammatory cellular measures and clinical variables for a refined asthma subphenotype analysis.
- To better understand the interactions between inflammation and clinical asthma subphenotypes.
Main Methods:
- Unsupervised cluster analysis was performed on 423 SARP participants who underwent sputum induction.
- Fifteen clinical and inflammatory variables were selected using factor analysis.
Main Results:
- Four phenotypic clusters were identified, ranging from mild-to-moderate allergic asthma to moderate-to-severe asthma.
- Clusters C and D (n=164) had more severe asthma, frequent healthcare use, and predominantly neutrophilic or mixed granulocytic sputum inflammation (>83%).
- Baseline lung function and sputum neutrophil percentage were key determinants of cluster assignment.
Conclusions:
- A multivariate approach identified four asthma subphenotypes across the severity spectrum.
- These subphenotypes range from mild allergic asthma with minimal inflammation to severe asthma with neutrophil-predominant inflammation.
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