IL6 and Hyperglycemia: Hyperglycemia activates NF-κB and TGF-β1 pathways, promoting macrophage infiltration and release of pro-inflammatory cytokines (e.g., TNF-α, IL-6, IL-1β), thereby fostering an inflammatory microenvironment (39–41).