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GATA1, GATA2, and GATA3, collectively known as hematopoietic GATA factors, play a central role in the transcription factor network that governs hematopoietic homeostasis. Dysfunction of these factors leads to various hematopoietic disorders. Aberrant function of GATA1 factor, crucial in erythrocyte and megakaryocyte differentiation, not only causes anemia and thrombocytopenia, but also triggers erythroid leukemia and acute megakaryoblastic leukemia. Similarly, GATA2 factor expression is dynamic in the hematopoietic hierarchy, and dysfunction of GATA2 factor contributes not only to dysfunction of the myeloid and lymphoid lineages but also to the development of diverse hematopoietic neoplasms such as myelodysplastic syndromes, acute myeloid leukemia, and myeloproliferative neoplasms. GATA3, critical for T-lymphocyte differentiation, is relevant to lymphocytic leukemia. This review discusses hematopoietic disorders caused by aberrant GATA transcription functions, with a particular emphasis on hematopoietic malignancies.