Furthermore, we identified six key biomarkers (SERPINA1, MYC, TNFSF10, CTSB, UVRAG and FOS) of TAO by SVM‐RFE, LASSO and RF. The gene discussed is SERPINA1; the disease is thromboangiitis obliterans.