Cancer cells can travel through the blood stream and spread to other organs. This process is called metastasis. Lab tests and small clinical trials have shown that vorinostat kills some cancer cells and prevents these cancer cells from traveling through the blood stream. These trials have shown that vorinostat improves how well lapatinib kills cancer cells.