Mechanistically, high OPN expression activates the PI3K/AKT signaling pathway in macrophages, promoting the secretion of CSF1, which induces M2-like polarization of macrophages to facilitate tumor metastasis. The gene discussed is CSF1; the disease is neoplasm.