GZMA-Tfh cells, CCL5-M1 macrophages, and CXCR4- memory activated CD4+ T cells/Tfh cells may participate in the occurrence and development of RA; in particular, GZMA-Tfh cells may be involved in the early pathogenesis of RA. The gene discussed is CXCR4; the disease is rheumatoid arthritis.