SCARA5 and ischemic stroke: In conclusion, we found causal evidence supporting three classic genes MMP12, F11 and SCARA5, and three novel genes SH3BGRL3, SWAP70 and SPATA20 were associated with the risk of ischemic stroke and their subtypes.