The remaining markers, including AXIN1, SIRT, and especially ST1A1, have been suggested to have protective effects against osteoarthritis and may serve as potential biomarkers for pain (Karshikoff et al. 2023; Lin et al. 2013). Here, SULT1A1 is linked to osteoarthritis.