In this study, we performed single-cell RNA sequencing (scRNA-seq) and confirmed the negative impact of systemic inflammation on progenitor cell differentiation through upregulation of Rbpjk during the fracture repair process in RA mice. The gene discussed is RBPJ; the disease is rheumatoid arthritis.