In this study we found that extracellular CTSK was able to interact with SNX9 for endocytosis and facilitate TGF‐β1 induced SMAD3 activation, which in turn induced GLS1 expression and collagen synthesis, providing an alternative working model of CTSK in PF progression. The gene discussed is SMAD3; the disease is pemphigus foliaceus.