We conducted two-sample MR analyses to investigate the causal relationship between asthma and CVDs by using 54, 80, 80, 80, and 56 genetic variants as IV for stroke and its subgroups, CAD, HF, NICM, and Hp, respectively (Figure 4; Supplementary Tables S11–S21). The gene discussed is HP; the disease is Stroke.