Transcription factors MYC, MAX, HDAC3, and HCFC1 each bound significant fractions of essential genes.<h4>Conclusions</h4>Associations involving the essential gene signature of breast cancer metastasis indicate true biological changes intrinsic to cancer cells, with important implications for applying existing therapies or developing alternate therapeutic approaches. This evidence concerns the gene HDAC3 and breast cancer.