TLR4 and Hyperglycemia: In GDM, hyperglycemia induces HMGB1 release from placental trophoblasts, which activates Toll-like receptor 4 (TLR4) signaling, leading to increased production of inflammatory cytokines (including IL-8), impaired trophoblast migration, and a proinflammatory placental environment [93].