To further elucidate the mechanisms underlying atrial electrical remodeling in CKD, we investigated the role of USP38 in gap junction integrity and calcium-handling abnormalities, both of which are key contributors to AF (Xiao et al. 2024a, b; Pan et al. 2024). This evidence concerns the gene USP38 and chronic kidney disease.