IRS1 and Insulin resistance: Although we did not find any correlation between the degree of IRS1 gene downregulation and HOMA-IR value in either the GDM or pGDM patients, there is strong evidence from genetically engineered mouse models of IRS1 deficiency and overexpression that IRS1 is directly linked to insulin resistance [30,31].