To define both patient and tumor parameters that are associated with increased expression of gp78, we profiled tumor and patient characteristics comparing biomarkers commonly associated with more aggressive forms of breast cancer by unsupervised hierarchical clustering (Figure 4A). Here, AMFR is linked to breast cancer.