Our findings, based on a series of robust to weak IVs and genetic heterogeneity MR analyses, suggest that increased DPP4 gene expression at the mRNA level may be causally linked to HF but not to AF, MI, or stroke in individuals of European ancestry. This evidence concerns the gene DPP4 and atrial fibrillation.