Despite recent evidence which points to ATAT1 and K40 tubulin acetylation as significant players in several types of cancer, in particular breast cancer [90, 102–106], little is known about the underlying mechanisms and the relevance of ATAT1 acetyltransferase activity in the cancer process. This evidence concerns the gene ATAT1 and breast cancer.