Here we show that tumor cell-released kynurenine (Kyn) biases megakaryocytic–erythroid progenitor cell (MEP) differentiation into megakaryocytes in individuals with cancer by activating the aryl hydrocarbon receptor–Runt-related transcription factor 1 (AhR–RUNX1) axis. Here, AHR is linked to cancer.