All of the mushroom extracts showed a dose-dependent inhibition of the expression of FAS and ELOVL6. Although significant efforts have been made, we cannot yet identify the phytochemicals that are responsible for the “anti-liver steatosis” effect of mushrooms. This evidence concerns the gene ELOVL6 and fatty liver disease.