Chromium malate can significantly improve the learning and memory ability of T2D rats and the expression of related enzymes (SOD, GSH-PX and AChE), as well as the structure of intestinal flora, more efficiently than chromium picolinate and chromium trichloride. The gene discussed is SOD1; the disease is type 2 diabetes mellitus.