The use of a savvy, interdisciplinary approach involving expression arrays from breast cancer patients yielded a deeper understanding of key regulators of genes that form the bone metastasis signature of cancer cells, putting the spotlight on RKIP as a critical regulator of the tumor milieu and impacting the ability of tumor cells to establish bone metastases. Here, PEBP1 is linked to breast cancer.