The genetic variants of the CD36 gene, reducing CD36 transcript, could explain the differences in fat perception and fat preferences [26,30]; on the other hand, the relationship between overweight/obesity and SNPs in CD36 among pregnant women has not been fully clarified. The gene discussed is CD36; the disease is Obesity.