Integrative bioinformatics and network pharmacology analyses combining transcriptomic datasets from AD and rosacea identified several shared regulatory hubs, including PPARG, STAT4, and RORA, which converge on NF-κB, IL-17, and TNF signaling pathways implicated in chronic inflammation and vascular remodelling. The gene discussed is STAT4; the disease is rosacea.