Based on the inverse variance weighted method, the MR analysis provided evidence of associations between allergic asthma and BAX, CASP3, CCND1, ERBB2, ICAM1, PEBP1, and RAF1 in the blood. The gene discussed is ICAM1; the disease is allergic asthma.