During model parameterization for patients with type 2 diabetes, reaction rate constants characterizing insulin’s effects were found to be smaller compared to healthy individuals, reflecting the clinical picture of insulin resistance and enabling adequate reproduction of metabolic profiles in these patients. The gene discussed is INS; the disease is type 2 diabetes mellitus.