Here, we demonstrate that not only does loss of HAI-1 predict for poor clinical outcomes in lung cancer, but that HAI-1 also appears to have a pivotal role in directing the polarization of the tumor infiltrating macrophages (TAMs). The gene discussed is SPINT1; the disease is neoplasm.