To detect the cumulative effect of FTO gene variant rs8050136 and family history of T2DM on GDM in primigravida and multigravida women of this study a cross-classification interaction has been carried out under codominant, dominant, recessive, and over-dominant models. This evidence concerns the gene FTO and type 2 diabetes mellitus.