In T2DM patients, the correlation coefficients were uniformly weak and non-significant, indicating that once diabetes is established, serum irisin levels show no consistent association with insulin resistance, glycemic control, or lipid indices. The gene discussed is FNDC5; the disease is Insulin resistance.