CD7 is highly expressed in T-cell acute lymphoblastic leukemia (T-ALL) and T-cell lymphoma. Approximately 10-30% of cute myeloid leukemia(AML) patients exhibit CD7 expression, particularly in early myeloid progenitor cell-derived AML (e.g., M0/M1 subtypes), mixed-phenotype acute leukemia (MPAL), and AML with high-risk genetic abnormalities (such as TP53 mutations or complex karyotypes). CD7-positive AML patients typically have poor prognosis, poor response to standard chemotherapy, and shorter overall survival (OS). Targeted CD7 cell therapies may represent a promising direction for the treatment of these diseases.