TB Research

Comprehensive analysis of immune-related genes for classification and immune microenvironment of asthma.

Bin Feng, Tong Zhou, Zhiyi Guo, Jieyu Jin, Sheng Zhang, Jun Qiu, Jun Cao, Jia Li, et al. (14 authors)

PubMed · 2023-01

Abstract

OBJECTIVES: To determine the effects of immune-related genes (IRGs) and immune landscape of induced sputum, and develop novel, non-invasive diagnostic molecular therapeutic targets for asthma. METHODS: GSE76262 datasets were used to identify differentially expressed IRGs in asthma. Key IRGs were detected using a protein-protein interaction network. Receiver operating characteristic (ROC) curves were analyzed to investigate the diagnostic value of key IRGs. Gene set enrichment analysis (GSEA) was performed with WebGestalt. Single-sample gene set enrichment analysis and CIBERSORT were used to investigate the immune landscape of induced sputum. RESULTS: A total of 75 potential IRGs were associated with asthma, most of which were involved in the NF-kappa B signaling pathway. ROC analysis showed AUC values for the hub pathway ranging from 0.676-0.767, with moderate diagnostic value for asthma. We also identified IRGs-related cytokines (TNF-α, IL-1β, IL-8 and IL-6) in 76 asthma and 91 control serum samples to further explore diagnostic efficacy, showing a cumulative AUC of 0.998 for these four related cytokines. Analysis of immune cell infiltration levels showed that follicular helper T cells, activated dendritic cells, activated mast cells and eosinophils were significantly higher and macrophages M0 and macrophages M2 were significantly reduced in sputum from patients with asthma. CONCLUSIONS: IRGs-related cytokines and immune infiltration may contribute to the diagnosis and immune classification of asthma.

MeSH terms

  • Immune system
  • Sputum
  • Asthma
  • Immunology
  • Medicine
  • Receiver operating characteristic