The ROC analyses based on the training set, validation set, and our clinical samples showed that the ADM, ANXA3, SLC22A4 and VIM genes remained highly effective in distinguishing the ischaemic stroke patients from the normal subjects. The gene discussed is VIM; the disease is ischemic stroke.