In conclusion, liver enzymes ALT, AST, and GGT presented a non-linear pattern with T2D risk after adjustment for comprehensive diabetes risk factors, which was generalizable to different populations from China, the UK, and the US. This evidence concerns the gene GPT and diabetes mellitus.