The positive and negative correlation between the expression of APE1 and TNFRSF9+ Treg and CD8-C4-GZMK/CD8-C6-LAYN ratio were consistent in both adenocarcinoma subset and squamous cell subset respectively (Fig. 1). This evidence concerns the gene TNFRSF9 and adenocarcinoma.