Analysis of network expression and immune infiltration of disulfidptosis-related genes in chronic obstructive pulmonary disease

Immun Inflamm Dis. 2024 Apr;12(4):e1231. doi: 10.1002/iid3.1231.

Abstract

Background: Chronic obstructive pulmonary disease (COPD) is a globally prevalent respiratory disease, and programmed cell death plays a pivotal role in the development of COPD. Disulfidptosis is a newly discovered type of cell death that may be associated with the progression of COPD. However, the expression and role of disulfidptosis-related genes (DRGs) in COPD remain unclear.

Methods: The expression of DRGs was identified by analyzing RNA sequencing (RNA-seq) data in COPD. Further, COPD patients were classified into two subtypes by unsupervised cluster analysis to reveal their differences in gene expression and immune infiltration. Meanwhile, hub genes associated with disulfidptosis were screened by weighted gene co-expression network analysis. Subsequently, the hub genes were validated experimentally in cells and animals. In addition, we screened potential therapeutic drugs through the hub genes.

Results: We identified two distinct molecular clusters and observed significant differences in immune cell populations between them. In addition, we screened nine hub genes, and experimental validation showed that CDC71, DOHH, PDAP1, and SLC25A39 were significantly upregulated in cigarette smoke-induced COPD mouse lung tissues and bronchial epithelial cells (BEAS-2B) treated with cigarette smoke extract. Finally, we predicted 10 potential small molecule drugs such as Atovaquone, Taurocholic acid, Latamoxef, and Methotrexate.

Conclusion: We highlighted the strong association between COPD and disulfidptosis, with DRGs demonstrating a discriminative capacity for COPD. Additionally, the expression of certain novel genes, including CDC71, DOHH, PDAP1, and SLC25A39, is linked to COPD and may aid in the diagnosis and assessment of this condition.

Keywords: chronic obstructive pulmonary disease; disulfidptosis; immune response; molecular clusters.

MeSH terms

  • Animals
  • Apoptosis
  • Atovaquone
  • Cluster Analysis
  • Epithelial Cells
  • Humans
  • Intercellular Signaling Peptides and Proteins
  • Mice
  • Pulmonary Disease, Chronic Obstructive* / genetics

Substances

  • Atovaquone
  • PDAP1 protein, human
  • Intercellular Signaling Peptides and Proteins