Furthermore, MD1, a negative regulator of TLR4, when deleted, enhances AF susceptibility and induces atrial remodeling in diabetic cardiomyopathy mice through activation of the TLR4/NF-κB signaling pathway (Shi et al., 2023). This evidence concerns the gene NFKB1 and atrial fibrillation.