In the prediabetes group, two subtypes were identified: the Insulin-Deficient Prediabetes (IDPD) phenotype, comprising 66%, and the Insulin-Resistant Prediabetes (IRPD) phenotype, comprising 34% (Figure-1C-D). Here, INS is linked to prediabetes syndrome.