IL6 and neoplasm: We found that the hub genes (PIK3R1, IL-6, and MAP2K2) in the PPI network composed of open chromatin region-associated genes all have known associations with tumor development, indicating that the gene expression regulation of these genes at the chromatin level may contribute to the progression from the early to late stage of LUAD.