The study found significant associations between the TCF7L2 and FTO genetic variants and increased GDM risk, with odds ratios of 2.35 and 1.97, respectively, alongside lifestyle factors like high sugar intake and sedentary behavior contributing to GDM prevalence. This evidence concerns the gene TCF7L2 and gestational diabetes.