Principal Component plot of the 54 genes that were previously identified using cDNA microarrays to be differentially expressed between nine responsive and 14 non-responsive tumors. All responders, illustrated in blue (P1-P9), did not develop disease recurrence, while the red dots indicate those six non-responders who showed tumor recurrence (P11, P14, P17, P18, P20, and P22). The yellow dots display the remaining eight non-responders who did not develop metastatic disease (P10, P12, P13, P15, P16, P19, P21 and P23).