Nevertheless, we also note that integrin activation appeared as a universal mechanism detected in pre-activation cells of tumor core and periphery, while CD44 and NRP1/2 activity was higher in tumor core and chemokine receptors CCR1 and CSF1R were higher ranked in the tumor periphery. This evidence concerns the gene CD44 and neoplasm.