INSR and type 2 diabetes mellitus: In addition, some PCOS candidate genes, such as thyroid adenoma associated (THADA) and insulin receptor (INSR), have been associated with metabolic syndrome and impaired glucose regulation in PCOS and type 2 diabetes [77], suggesting genetic contributions to metabolic dysfunction in women with PCOS.