In conclusion, the results proved, for the first time, the potential positive effects of the phytochemicals from cocoa shell in preventing NAFLD by activating FGF21 signaling, oxidative stress, and mitochondrial dysfunction, and alleviating lipid accumulation and insulin resistance. This evidence concerns the gene FGF21 and Insulin resistance.