INS and Hyperglycemia: A long-term HFD leads to excessive lipid influx into the liver and over-secretion of pro-inflammatory factors, thereby disrupting the insulin signaling pathway and enhancing hepatic gluconeogenesis, resulting in hyperglycemia [28].