Using a systems biology approach based on in vitro perturbation and NEM computation, we investigated the functional relevance and hierarchy of TGFβ/SMAD, Hippo/YAP/TAZ, and Wnt/β-catenin signaling in a proliferative-to-invasive phenotype switch in human melanoma cell lines. Here, TGFB1 is linked to melanoma.