Taken together, it has been proved in the present study that β-sitosterol can be used to downregulate PTGS2, VEGFA, and VEGFR2 via the VEGF signaling pathway to induce the apoptosis of RA cells, and further detailed pharmacological mechanisms will be explored in future studies. This evidence concerns the gene PTGS2 and rheumatoid arthritis.