Our analysis reveals that GA could inhibit the proliferation, migration, and invasion ability of ovarian cancer cells, as well as its M1 polarization-promoting effect on macrophages within the TME via the blockade of PI3K-AKT pathway. The gene discussed is AKT1; the disease is ovarian cancer.