In this regard, Park et al. conducted a complex single-variant MR study with the PNPLA3 rs738409 variant as the genetic instrument for NAFLD to evaluate the causal effect of NAFLD on the risk of having kidney damage [61]. Here, PNPLA3 is linked to metabolic dysfunction-associated steatotic liver disease.