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Different Biological Pathways Between Good and Poor Inhaled Corticosteroid Responses in Asthma
Byung-Keun Kim1, Hyun-Seung Lee2, Suh-Young Lee3
1Department of Internal Medicine, Korea University College of Medicine, Seoul, South Korea.
Gene regulatory networks reveal key transcription factors (TFs) influencing asthma treatment response. Identifying these TFs and pathways may improve inhaled corticosteroid (ICS) effectiveness in patients.
Area of Science:
- Genomics
- Systems Biology
- Immunology
Background:
- Gene regulatory networks (GRNs) are crucial for understanding gene expression and cellular responses.
- Transcription factors (TFs) play a pivotal role in regulating gene expression and mediating therapeutic responses.
- Asthma treatment, particularly with inhaled corticosteroids (ICSs), can exhibit variable efficacy among patients.
Purpose of the Study:
- To construct and analyze GRNs in adult asthma patients with good (GRs) versus poor (PRs) responses to ICSs.
- To identify key TFs and their associated regulatory networks that differentiate ICS responsiveness.
- To uncover biological pathways influenced by these TFs in asthma patients.
Main Methods:
- Recruitment of 47 asthma patients classified as GRs or PRs based on ICS response.
- Genome-wide gene expression profiling of peripheral blood mononuclear cells (PBMCs).
- Construction of GRNs using Passing Attributes between Networks for Data Assimilations (PANDA).
Main Results:
- Identification of top-10 TFs with significant differences in network connectivity between GR and PR groups.
- Differential enrichment of biological pathways, including TGF-β signaling, cell cycle, and IL-4/IL-13 signaling, in GRs and PRs.
- Distinct GRN structures associated with varying responses to inhaled corticosteroids.
Conclusions:
- Multiple TFs and their associated pathways significantly influence ICS response in asthma.
- The identified TFs and pathways represent potential therapeutic targets to enhance corticosteroid sensitivity.
- Understanding GRNs offers insights into personalized medicine approaches for asthma management.
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