IL1B and osteoporosis: Inflammatory mediators such as tumor necrosis factor-alpha (TNF-α), interleukin-1 beta (IL-1β), and interleukin-6 (IL-6), which are elevated in both osteoporosis and neurodegenerative diseases, serve as common mechanistic links [7,8,9,10].