Collectively, our observations suggested that the CX3CL1-CX3CR1 axis is essential in the development of BLM-induced PF by regulating fibrocytes and M2-macrophags, which can exert pro-fibrotic activities. The gene discussed is CX3CL1; the disease is pemphigus foliaceus.