The convergent surviving cell gene set we identified indicated that pro-survival and anti-apoptotic pathways, such as TNFα via NFkB, PI3K-AKT, and mTOR signaling, are upregulated in polyploid cancer cells [36–38]. The gene discussed is TNF; the disease is cancer.