The association between BPA and suspected NAFLD was positive in using the more specific definition including obesity and insulin resistance, but consistently negative when using elevated ALT alone as an outcome, which strengthens our hypothesis that BPA is associated with NAFLD. This evidence concerns the gene GPT and obesity due to melanocortin 4 receptor deficiency.