Upregulation of autophagy pathways was observed in patient-matched MBM versus LN and skin metastases due to upregulation of two genes, GFAP and HBB. In MBM, higher M2:M1 ratio may contribute to a therapeutically relevant immune-suppressive tumor microenvironment (TME). The gene discussed is HBB; the disease is neoplasm.