In their study, bilirubin levels showed a significant inverse relationship with HbA1c (r = -0.70; p< 0.05), insulin levels, insulin resistance, total cholesterol, low-density lipoprotein (LDL), and triglycerides. The gene discussed is INS; the disease is Insulin resistance.