The CCNGG-based DMGs were involved in transcriptional misregulation in cancers, TNF signaling pathway, apoptosis, focal adhesion, NF-kB signaling pathway and Oxidative phosphorylation (Fig 7B and Table 5). Here, TNF is linked to cancer.