As follow-up analysis, hierarchical multiple regression was used to assess the interaction effect of continuous insulin resistance with serum Mg2+ and analyzed by multivariable linear regression on the association of outcome variables: HbA1c, BMI, Log10 hs-CRP and Log10 Leptin. The gene discussed is LEP; the disease is Insulin resistance.