Proceedings of the National Academy of Sciences · 2018 · 161 citations · 39 references
Life SciencesCancer BiologyCell BiologyCell DifferentiationMetastasisTumor ProgressionCancer ProgressionCancer TranscriptomicsEpithelial DifferentiationEpithelial-mesenchymal InteractionsEpithelial-mesenchymal TransitionEpithelial-to-mesenchymal TransitionCancer Cell PlasticityDisease PrognosisEpithelial-mesenchymal PlasticityEpithelial-mesenchymal TransformationEpithelial-mesenchymal Transition In CancerEpithelial-mesenchymal Transition In DevelopmentMetastable StatesMetastatic Plasticity
The transition between epithelial and mesenchymal states has fundamental importance for embryonic development, stem cell reprogramming, and cancer progression. Here, we construct a topographic map underlying epithelial-mesenchymal transitions using a combination of numerical simulations of a Boolean network model and the analysis of bulk and single-cell gene expression data. The map reveals a multitude of metastable hybrid phenotypic states, separating stable epithelial and mesenchymal states, and is reminiscent of the free energy measured in glassy materials and disordered solids. Our work not only elucidates the nature of hybrid mesenchymal/epithelial states but also provides a general strategy to construct a topographic representation of phenotypic plasticity from gene expression data using statistical physics methods.
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