Moreover, we examined the relationship between VFA and obesity-related clinical factors, such as the presence of non-alcoholic fatty liver disease (NAFLD) and serum leptin and adiponectin levels. Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.