Additionally, while our MR analysis provides preliminary evidence for the causal link between GDF-15 and NAFLD, with DCs serving as mediators, these conclusions remain unsupported by animal or clinical evidence, which may be a focal point for future investigations. The gene discussed is GDF15; the disease is metabolic dysfunction-associated steatotic liver disease.