Further, in a human study, gene polymorphisms in TCF7L2, which is a well-annotated gene associated with DM found in various studies including GWAS38,39, was shown to be associated with an increased risk of diabetes among persons with impaired glucose tolerance in groups without lifestyle intervention but not with lifestyle intervention40. This evidence concerns the gene TCF7L2 and diabetes mellitus.