When investigating the potential effect modification, sex modified the association between tMexS and hepatic steatosis and fibrosis, while birthplace and PNPLA3 risk allele carrier status modified the relationship between tMexS and hepatic steatosis only. The gene discussed is PNPLA3; the disease is fatty liver disease.