APOE and diabetes mellitus: ApoE knockout mice were divided into early diabetes (dosed from 10 to 22 weeks of age), late diabetes (dosed from 18 to 30 weeks of age), and non-diabetic groups after streptozotocin treatment, and each group received semaglutide, tirzepatide, or saline for 12 weeks.