Obesity with T2D: autophagy, apoptosis, LC3 ratio, TNF-α, IL-1β, IL-6, IL-10 ↑; IL-10 ↓; Lean and nondiabetic: LC3 cannot detect in AT. Here, IL1B is linked to type 2 diabetes mellitus.