Accordingly, a recent large prospective UK Biobank study consisting of 22,812 T2D participants demonstrated that PNPLA3 rs738409 was independently associated with an increased risk of severe liver disease during follow-up [36]. The gene discussed is PNPLA3; the disease is liver disorder.