Provided herein are methods for the treatment of anemia, wherein the methods comprise administration of antagonists of Growth differentiation factor 11 (GDFl 1; also known as bone morphogenetic protein 11 (BMP11)) to a subject in need of the treatment. Antagonists of GDF-11 include anti-GDF11 antibodies, mutated extracellular domains of ActRIIA and ActRIIB having increased affinity to GDF11 compared to Activin A and ActRIIA-Fc fusion proteins. The present invention relates to the use of the GDF11 antagonist which is an extracellular domain of ActRIIA mutated to have higher affinity to GDF11 over Activin A for the treatment of beta thalassemia.