The inducible factors that drove monocyte differentiation into pro-invasive TAM were primarily characterized as CAF-derived GM-CSF and IL-6, and are known to regulate the presence of TAM and promote cancer cell invasion and metastasis. The gene discussed is IL6; the disease is cancer.