In primary breast tumors, the SUM102-defined set of EGFR-associated genes was broken into three distinct expression patterns (Figure 3), of which the high expression of two predicted poor patient outcomes in both the training and test data sets (i.e. Clusters #2 and #3). Here, EGFR is linked to breast neoplasm.