Although O was associated with higher levels of some liver biochemistry phenotypes (ALP, AST) but lower ALT, a Mendelian randomization study showed that ALP or AST are not relevant to coronary artery disease, but ALT might be a protective factor for coronary artery disease [53], which is consistent with our findings. This evidence concerns the gene GPT and coronary artery disorder.