Single-cell RNA sequencing analyses have identified distinct epithelial subpopulations with varying pyroptosis susceptibility, including a specialized GSDMD-high cluster that expands during disease progression and may contribute to COPD heterogeneity (Figure 3) (44, 45). This evidence concerns the gene GSDMD and chronic obstructive pulmonary disease.