By analyzing the INS expression levels and cellular stresses of three β-cell transcriptomic datasets, we observed that the T2D β-cells perform normally in INS expression in the condition of low cellular stress but behave dysfunctionally under high stress. Here, INS is linked to type 2 diabetes mellitus.