HP and breast cancer: In MAGMA, several gene sets were found to be significant that were known to be associated with Chr16p13, Chr 8q24, breast cancer amplicons, the cellular components of the haptoglobin and hemoglobin complex, and the molecular functions of haptoglobin binding and oxygen carrier activities in Fig 2.