While this study primarily focuses on the analysis of MTNR1B gene variants and their associations with prediabetes risk, we acknowledge the limitation of not including variants from other genes that may also contribute to prediabetes risk. This evidence concerns the gene MTNR1B and prediabetes syndrome.