These results indicated that RCN3 may play an important role in regulating tumor immunosuppressive microenvironment in pan-cancer, with a positive correlation with macrophages and cancer-association fibroblasts but a negative correlation with CD8+ T-cells. Here, CD8A is linked to cancer.