AGEs activate RAGE receptors on NP and AF cells, initiating NF-κB, JAK/STAT, and MAPK signaling cascades that amplify inflammation, apoptosis, and matrix degradation [3,11]. Here, NFKB1 is linked to atrial fibrillation.