SMAD3 and atrial fibrillation: With numerous genes (that were randomly selected from the microarray analysis; TGF-β2, SMAD3, COL1A2, COL1A3, and PARP1) showing a significant up-regulation the female LSP-AF group (versus the female NON-AF group), while no difference was seen between male groups.