In the non-responder group, panCK, CD44 and CD66b were found to be the most differentially expressed proteins in the tumor compartment, while SMA and Fibronectin, and Pan-AKT were more highly expressed in the stroma (Figure 7B). This evidence concerns the gene AKT1 and neoplasm.