Considering the importance of the PPAR pathway and the genes related to lipid metabolism [30–35], it was shown that caponization-accelerated AF deposition might be associated with the changed expression of related genes through the PPAR pathway in the AF of chicken. Here, PPARA is linked to atrial fibrillation.