Vitamin K epoxide reductase complex, subunit 1-like 1 (VKORC1L1), BTD, GPC1, MOCOS, GPC5, AKR1C4, and NMNAT2 are novel biomarkers for the development of insulin resistance. The gene discussed is AKR1C4; the disease is Insulin resistance.