This system-level characterization showed that increased GCSF dramatically altered phagocyte distribution in tumor, BM, spleen, and blood, leading to increased Neut/MDSCs, decreased cDC1s, and extramedullary hemopoiesis characterized by splenomegaly with elevated splenic progenitors with diminished DC differentiation potential. Here, CSF3 is linked to neoplasm.