Other studies have shown a strong causal relationship between higher levels of liver fat and the risk of type 2 diabetes, which is consistent with recent MR studies showing a causal relationship between non-alcoholic fatty liver disease or its markers (ALT and AST) and a higher risk of type 2 diabetes [30]. This evidence concerns the gene GPT and type 2 diabetes mellitus.