It is critical to emphasize that although recent studies have highlighted the significant role of Cx40 in atrial fibrillation pathogenesis, its expression levels exhibit marked heterogeneity across different investigations, potentially linked to interspecies variations, underlying comorbidities in study populations, and model discrepancies. The gene discussed is GJA5; the disease is atrial fibrillation.