The convergent surviving cell gene set we identified indicated that pro-survival and anti-apoptotic pathways, such as TNFa via NFkB, PI3K-AKT, and mTOR signaling, are upregulated in polyploid cancer cells [57–59]. Here, TNF is linked to cancer.