A study analyzed 152 individuals with obesity, with NAFLD and NASH and found that they had significant IR than healthy subjects (39), and in this study, multivariate analysis of the risk factors showed a significant association between the presence of NASH and AST/ALT < 1, increased triglycerides and low HDL-c. This evidence concerns the gene GPT and obesity due to melanocortin 4 receptor deficiency.