A previous study in vascular smooth muscle cells proposed that one of the disease characteristics of FAP- female mice is a reduction in macrophages, which consequently reduces inflammation (76), demonstrating that the immune-inflammation pathway is an important modality of FAP regulation and providing ideas for RA-FAP-related research. The gene discussed is FAP; the disease is rheumatoid arthritis.