The results of our study identified four systemic inflammatory markers—Eotaxin, LIF, OPG and TNFRSF9—with distinct causal effects in the pathogenesis of NAFLD. This evidence concerns the gene TNFRSF11B and metabolic dysfunction-associated steatotic liver disease.