WSTLZTD potentially modulate macrophage senescence via LONP1, which subsequently suppresses the activation of the cGAS/STING pathway in BMSCs, ultimately promoting their osteogenic differentiation and ameliorating osteoporosis. The gene discussed is LONP1; the disease is osteoporosis.