Based on previous research emphasizing the role of inflammatory blood parameters in GDM, we aimed to investigate whether calculating SII, NLR, LMR, and PLR markers from CBC counts in the first trimester would be effective in predicting GDM together with insulin requirement. This evidence concerns the gene INS and gestational diabetes.