INS and type 2 diabetes mellitus: To further determine the major influential factors for INS expression in T2D, we computed the correlation and mutual information between INS expression and the three aforementioned factors (ER stress, oxidative stress and death executioner caspases) for T2D β-cells of datasets 2 and 3 (Fig. 5a).