Furthermore, we examined the protein levels of PES1 and IL15 in the two ESCC cohorts by IHC and inverse correlation between protein levels of PES1 and IL15 was consistently observed (Fig. 3I, J, and Additional file 1: Fig. S4H). The gene discussed is IL15; the disease is esophageal squamous cell carcinoma.