Using previously reported aortic valve expression data and genotypes from large cohorts, they find a strong and specific association between genetically-determined PALMD expression in the aortic valve and CAVS as well as a novel association with atrial fibrillation in non-cardiac tissues. Here, PALMD is linked to atrial fibrillation.