Many UPS-related pathways described above, including NEDD4 family ligases, MuRF1, and several deubiquitinating enzymes, have been identified mainly through in vitro experiments or small-animal studies, often in ventricular or non-AF disease models. Here, TRIM63 is linked to atrial fibrillation.