Notably, the role of S1P in cancer, atherosclerosis, diabetes, osteoporosis, and other pathological processes has been extensively studied, highlighting its central role in various diseases and providing important theoretical support for the development of S1P-based drugs [20,99]. The gene discussed is MBTPS1; the disease is osteoporosis.