After evaluating these novel genes with a microarray meta-analysis at the transcriptome level, we observed that six novel genes (APLP1, CREB1, CREBBP, PRMT1, IRAK1, and PLXND1) that were potentially associated with AF deserved further genetic association studies in the future. This evidence concerns the gene PRMT1 and atrial fibrillation.