Obesity-related chronic inflammation, oxidative stress, mitochondrial dysfunction, endocrine stress, and metabolic disorder in animals induce IR through the PI3K-AKT pathway, which further leads to obesity aggravation, IR deterioration, and related metabolic disorders (Barber et al., 2021). This evidence concerns the gene AKT1 and obesity due to melanocortin 4 receptor deficiency.