Therefore, the association between ERCC1, TYMS, RRM1, TUBB3 and TOP2A expression levels with the pathogenesis and development of ESCC was investigated using a clustered analysis in terms of tumor invasion and lymphatic and distal metastasis. Here, RRM1 is linked to esophageal squamous cell carcinoma.