The model containing fasting glucose, insulin dose, age, numb feeling in extremities and anxiety score explained 25% of the variance of relative weight loss (R2 = 0.25, F(5) = 11.84, p<0.001), and discriminated successful from unsuccessful weight loss with a C-index of 0.73. The gene discussed is INS; the disease is Anxiety.