The excessive increase in AGEs and copper in diabetes induced the upregulation of copper importer SLC31A1 through ATF3/SPI1, thereby mediating the accumulation of copper in cardiomyocytes, disturbing copper homeostasis and promoting cuproptosis. This evidence concerns the gene SLC31A1 and diabetes mellitus.