Therefore, hierarchical clustering analysis indicated that the expression levels of ERCC1, TYMS, TUBB3, RRM1 and TOP2A were closely associated with the clinical characteristics of patients with ESCC. The gene discussed is RRM1; the disease is esophageal squamous cell carcinoma.