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Updated: Aug 29, 2025

Single-cell Analysis of Immunophenotype and Cytokine Production in Peripheral Whole Blood via Mass Cytometry
Published on: June 26, 2018
Peripheral blood transcriptomic clusters uncovered immune phenotypes of asthma
Hyun Woo Lee1, Min-Gyung Baek2, Sungmi Choi2
1Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Korea.
Blood transcriptomic clustering identified distinct asthma phenotypes, differentiating severe from non-severe cases and T2 from non-T2 asthma. This approach may reveal novel biomarkers for asthma immune phenotypes.
Area of Science:
- Immunology
- Genomics
- Respiratory Medicine
Background:
- Transcriptomic analysis aids in understanding complex diseases like asthma.
- Identifying hub genes through transcriptomics can reveal potential therapeutic targets.
Purpose of the Study:
- To determine if blood transcriptomic clustering can differentiate clinical and immune phenotypes in asthma patients.
- To investigate the relationship between transcriptomic clusters and the microbiome in asthmatics.
Main Methods:
- RNA sequencing of peripheral blood mononuclear cells (PBMCs) from 47 asthmatics and 21 non-asthmatics.
- Hierarchical clustering to classify asthmatics into distinct transcriptomic groups.
- Assessment of differentially expressed genes, clinical/immune phenotypes, and microbiome composition within clusters.
Main Results:
- Three distinct transcriptomic clusters were identified in asthmatics with varying gene expression profiles.
- Cluster 3 showed the highest proportion of severe asthmatics (73.3%), while Cluster 1 represented non-severe T2 asthma, and Cluster 3 severe non-T2 asthma.
- Cluster 2 exhibited mixed T2 and non-T2 features with elevated IgE and neutrophils; microbiome diversity showed no significant differences across clusters.
Conclusions:
- Blood transcriptome-based genetic clustering offers new immunological insights.
- These clusters may serve as valuable biomarkers for identifying distinct asthma immune phenotypes.
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