On the other hand, based on our previous meta-analysis of genetic variants in GDM, PPARγ2 directly linked with TNF and MTNR1B and indirectly with IRS1 and TCF7L2. However, there is also no single study determined the risk of GDM in combination of the variants. The gene discussed is IRS1; the disease is gestational diabetes.