Further PPI analysis in the ISOF vs COPD DEGs disclosed that the most important Tp53 and Il2rb genes (Additional file 1: Table S4) were involved in the PI3K-AKT signaling pathway, while the ECM-receptor interaction was absent (Additional file 1: Figure S3B, C). Here, IL2RB is linked to chronic obstructive pulmonary disease.