Obesity-induced inflammation significantly heightens oxidative stress by increasing adipokine secretion—such as IL-6, IL-1, and tumor necrosis factor-alpha—while simultaneously impairing insulin regulation, thus elevating risks for type 2 diabetes and depression [113,114,115]. This evidence concerns the gene IL1B and depressive symptom measurement.