Studies have reported elevated TLR4 expression in AF patients (Gur et al., 2018; Gurses et al., 2016), with particularly high levels observed in those with persistent AF compared to paroxysmal AF, indicating a potential correlation between TLR4 and AF severity81. The gene discussed is TLR4; the disease is Paroxysmal atrial fibrillation.