In model 2, based on model 1, we added variables of hypertension, smoking and drinking, and the level of β2M was still significantly associated with the risk of AIS (OR = 9.124, 95% CI = 5.066–16.434). The gene discussed is B2M; the disease is hypertensive disorder.