The dysregulation of these genes in atrial tissue of patients with persistent atrial fibrillation, especially Ttn which we propose acts upstream of many of the genes in our network, highlights the need for similar gene expression studies to be performed with pulmonary myocardium tissue. This evidence concerns the gene TTN and atrial fibrillation.