Firstly, elderly hip fracture patients often show elevated serum levels of pro-inflammatory cytokines, including tumor necrosis factor-alpha (TNF-α), interleukin-1 (IL-1), IL-6, and IL-8 (18, 34). This evidence concerns the gene IL6 and hip fracture.