Although the rest of 16 causal genes identified by the integrative analysis were only replicated in one or two analyses, some of them (e.g. ALDH2, CDK6, HDAC9, and SLC44A2) were previously reported linked to stroke, which also demonstrate the reliability of our integrative analysis in a way. This evidence concerns the gene ALDH2 and stroke disorder.