In order to avoid overfitting and consider the clinical feasibility for early diagnosis of ESCC, a concise multi-protein classifier containing ANXA1, hK8, hK14, VIM and RSPO3 was created. This evidence concerns the gene ANXA1 and esophageal squamous cell carcinoma.