The results indicated that SF inhibited the differentiation of Th17 cells by inhibiting the phosphorylation levels of ROR-γt, IRF4, IL-17A, and STAT3, and restored the Th17/Treg balance in the spleen and lymph nodes of CIA mice, which was very important for the treatment of RA. Here, STAT3 is linked to rheumatoid arthritis.