The aims of this study were: (i) to verify the methylation levels of three differentially methylated genes PPARGC1A, HLA-DQA1 and ADCY3 in peripheral blood specimens of pregnant women with GDM; (ii) to explore the correlation between dietary intake, physical activity and the DNA methylation level of the above genes. This evidence concerns the gene ADCY3 and gestational diabetes.