Here we show that PGC1β is required for proper human erythroid development, and that perturbed expression results in delayed differentiation in vitro, with accumulations of polychromatic erythroblasts similar to what is seen in MDS-related refractory anemia. The gene discussed is PPARGC1B; the disease is myelodysplastic syndrome.