Genes such as MARCO, FN1, ACE, and CD163L1 are likely associated with the immunoregulatory functions of M2 macrophages, which typically promote tissue repair, anti-inflammatory responses, and support tumor growth (44, 45). Here, ACE is linked to neoplasm.