Furthermore, four proteins (CSPG3, CILP2, Apo-E, and GCKR) were examined with a causal association with NAFLD, along with two pQTLs that share causal variants with NAFLD. Here, APOE is linked to metabolic dysfunction-associated steatotic liver disease.