Therefore, in acute myeloid leukemia, HDAC3 upregulation may inhibit the differentiation of leukemia cells through the thyroid hormone signaling pathway, leading to poor prognosis of the disease. The gene discussed is TG; the disease is acute myeloid leukemia.