Eight hub genes (ADM, ANXA3, CARD6, CPQ, SLC22A4, UBE2S, VIM and ZFP36) were revealed to be significantly correlated with ischaemic stroke by a LASSO logistic regression and SVM-RFE machine learning methods. The gene discussed is ZFP36; the disease is ischemic stroke.