In this study, the downregulation of IL-6, TNF-α, IL-1β, MMP3, MMP9, and caspase-3 by curculigoside aligns with previous findings that these factors mediate osteoblast injury and extracellular matrix degradation in osteoporosis (44–46). Here, MMP9 is linked to osteoporosis.