After adjusting for age and sex, the presence of elevated ALT/AST ratio (OR = 2.17 CI, 1.25–3.77, P=0.006) and having fatty liver disease (OR = 1.77, CI, 1.06–2.97, P=0.029) continued to be significantly associated with MetS. This evidence concerns the gene GPT and fatty liver disease.