This network-informed “aging signature” of tumors is a linear combination of the TF-targeting scores of these 4 biological pathways and is uncorrelated with both chronological age (correlation = 0.021 with p = 0.7397) and clinical tumor stage (p value from ANOVA = 0.842). Here, TF is linked to neoplasm.