Highlights d Human dendritic cell and monocyte subsets show one-toone equivalence in mouse d Neutrophils exhibit tumor-associated phenotypes that are conserved across species d Myeloid subsets in patient blood only partially overlap with those in their tumors d Unique markers define myeloid cell subsets and associate with clinical prognosis
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