APOE and atherosclerosis: Moreover, in a hyperglycemic ApoE gene knockout mouse model, liraglutide was found to inhibit atherosclerosis through an AMPK-independent mechanism, suggesting that GLP-1 receptor agonists may exert cardiovascular protective effects through multiple mechanisms (Koshibu et al., 2019).