Here, we reviewed six potential antigens targeted by CAR-T cells in CTCL, namely CD4, CD47, CD30, CCR4, TAG-72, and CD37. The gene discussed is CD47; the disease is primary cutaneous T-cell non-Hodgkin lymphoma.