A high degree of differential genes and metabolites within β-alanine metabolism, such as β-alanine and ALDH2 suggested, that the ‘beta-Alanine metabolism’ pathway might be a new pathway that is highly associated with ESCC, as predicted by our integrative analysis. The gene discussed is ALDH2; the disease is esophageal squamous cell carcinoma.