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. The gene discussed is HDAC9; the disease is stroke disorder.