In the present research, we investigated the therapeutic effects and mechanisms of action of Artemisia rupestris L. ethanol extract (ER) against cigarette smoke (CS)-induced PF and isolated the active flavonoid compounds that treat PF by targeting TGF-β1. This evidence concerns the gene TGFB1 and pemphigus foliaceus.