As was mentioned before, TMAO can induce ER stress through PERK and FoxO1 activation, leading to the expression of INSR and insulin cellular resistance and elevating the risk of developing type 2 diabetes [53]. Here, EIF2AK3 is linked to type 2 diabetes mellitus.