These findings suggest that while a high-fat diet decreases the activity of the PI3K/AKT signaling pathway, it concurrently promotes inflammatory responses by upregulating the TLR-4 and NF-κB signaling pathways, indicating a critical role for these pathways in obesity-related metabolic abnormalities. Here, TLR4 is linked to obesity due to melanocortin 4 receptor deficiency.