An ESCC‐specific protein–protein interaction (PPI) network involving LOXL2 and actin‐related proteins was generated based on genome‐wide RNA‐seq in 15 paired ESCC samples, and the prognostic significance of 14 core genes was analyzed. The gene discussed is LOXL2; the disease is esophageal squamous cell carcinoma.