In contrast, neural features such as FEZ1, GAP43, FABP4 and PTPRZ1 were found to be elevated in AF compared to those that were downregulated in CNS tissues (Additional file 4: Fig. S4A, B, Fig. 1E, H). The gene discussed is PTPRZ1; the disease is atrial fibrillation.