PRKAA1 and obesity due to melanocortin 4 receptor deficiency: By inhibiting NF-κB signaling, AMPK reduces pro-inflammatory cytokine production (e.g., TNF-α, IL-6), as seen in obesity and diabetes models (13, 19).