The causal relationships between serum urate concentrations and CHD, SAP, UAP, MI, and ischemic stroke were robustly confirmed using the MRlap approach (Supplementary Table S11), indicating that potential sample overlap had minimal impact on the causal inferences. This evidence concerns the gene UBAP1 and ischemic stroke.