M2 macrophages, characterized by high levels of anti-inflammatory markers such as IL-10 and reduced pro-inflammatory factors like TNF-α, contribute to the immune suppression, tumor progression, and metastasis commonly seen in ovarian cancer. The gene discussed is TNF; the disease is neoplasm.