After multivariable adjustment, the presence of T2DM and insulin use remained independent determinants of impaired longitudinal PS (T2DM: multivariable β = 0.18, P < 0.01; insulin use: multivariable β = 0.13, P < 0.05). The gene discussed is INS; the disease is type 2 diabetes mellitus.