Several individual oncogenes and cancer related genes were also increased during, and at the end of the study, including ANGPT2, CEBPB, ECGF1, MMP7, MMP10, JUN, FOSB, EGFR, CTNNB1, ANXA1, CD55, CLDN1, KLK6, KRT7, LCN2, MYC, PIM1, PIM2, PIM3 and ATF3. This evidence concerns the gene PIM2 and cancer.