Studies have shown that neoplasia, including lymphoid and myeloid leukemia, is associated with abnormalities in the expression, function, or recruitment of HDAC and/or its counterpart, histone acetyl transferase (HAT) [35]. This evidence concerns the gene TMPRSS11D and myeloid leukemia.