Our study supports the point that most polyphenols can regulate serum adiponectin levels and adiponectin signal transduction, thereby effectively improving the inflammatory response and preventing the progression of NAFLD in animal [86,94,104,110,121,158,163,167,196]. This evidence concerns the gene ADIPOQ and metabolic dysfunction-associated steatotic liver disease.