Based on the PPI network and CytoHubba, we identified three hub genes, including CTSS, CSF2RB, and NCF2. As we know, the relationships between these three genes and the molecular mechanism of AF has not been studied, which is worth further research. This evidence concerns the gene NCF2 and atrial fibrillation.