Studies have found that phytoestrogens have protective effects on many pathological processes related to NAFLD, such as regulating hepatic lipogenesis, improving insulin resistance, and promoting lipolysis [21, 22]. This evidence concerns the gene INS and metabolic dysfunction-associated steatotic liver disease.