Conclusion: Epigenetic changes in CD36 and GPR120 genes might contribute to low orosensory perception of fat and bitter taste, and might be, consequently, critically involved in obesity in children. Here, CD36 is linked to obesity due to melanocortin 4 receptor deficiency.