During the lung repair process, M2 macrophage polarization is enhanced in the presence of interleukin-4 (IL-4) and IL-13, and their predominant infiltration serves as a critical regulator of the development and progression of PF, with the excessive accumulation of collagen and extracellular matrix (ECM). The gene discussed is IL4; the disease is pemphigus foliaceus.