In CTCL, malignant CD4 (+) T cells interact with various components such as CD8 (+) T cells, dendritic cells, macrophages, as well as ncRNAs, and other critical actors, to form the tumor microenvironment (TME). Here, CD8A is linked to primary cutaneous T-cell non-Hodgkin lymphoma.