In conclusion, the results of our rat experiments demonstrate that HFLD eliminated oxidative stress, thereby attenuating cardiac fibrosis and delaying the occurrence and progression of AF by inhibiting the NOX2–ROS–TGF-β1 pathway. This evidence concerns the gene CYBB and atrial fibrillation.