Refined characterization of the individual genes viable for testing in the gene set showed that non-survivors had generally higher mRNA expression values than survivors (Fig. 4); these findings are biologically consistent with those of Gautschi et al. [30] that SRC inhibition, and therefore reduced expression of genes in the Id family, is associated with decreased cancer cell invasion. Here, ID1 is linked to cancer.