In summary, our study shows that phycocyanin ameliorates high glucose high fat diet induced diabetes mellitus mice by downregulating fasting blood glucose and serum biochemical indicators, including TG, TC, AST, and ALT, as well as promoting the glucose tolerance and fasting serum insulin levels of diabetic mice. This evidence concerns the gene GPT and diabetes mellitus.