PNPLA3 and obesity due to melanocortin 4 receptor deficiency: Apart from the PNPLA3 gene, many other genes can also influence the development of obesity and NAFLD via affecting lipid metabolism, cytokines, fibrosis mediators and oxidative stress [10,35,36].