t-SNE visualization indicated a significantly higher distribution density of FOXP3, IL10, TGF-β1, and CTLA4 positive cells in the tumor group compared to the normal group, with gene expression concentrated in immune subpopulations like T cells. Here, CTLA4 is linked to neoplasm.