In addition, pathways related to cell junctions (ECM–receptor interactions, CAMs, cytokine-cytokine receptor interactions, and focal adhesions) were enriched in this study, which showed that these pathways promoted activation of the PPAR pathway to induce AF deposition in chickens, consistent to what was shown in the study by Cui et al. [37]. Here, PPARA is linked to atrial fibrillation.