In addition, tumor inhibited pathways like apoptosis, p53 pathway and TNFα signaling via NF-kB were down-regulated while tumor genesis related pathways G2M checkpoint and E2F targets were up-regulated (Figure 9E). Here, TNF is linked to neoplasm.