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Updated: May 27, 2026

Studying TGF-β Signaling and TGF-β-induced Epithelial-to-mesenchymal Transition in Breast Cancer and Normal Cells
Published on: October 27, 2020
Plasticity of TGF-β signaling
Geraldine Cellière1, Georgios Fengos, Marianne Hervé
1Department of Biosystems Science and Engineering (D-BSSE), Eidgenöossische Technische Hochschule Zurich (ETHZ), Mattenstrasse 26, 4058 Basel, Switzerland.
Background:
The family of TGF-β ligands is large and its members are involved in many different signaling processes. These signaling processes strongly differ in type with TGF-β ligands eliciting both sustained or transient responses. Members of the TGF-β family can also act as morphogen and cellular responses would then be expected to provide a direct read-out of the extracellular ligand concentration. A number of different models have been proposed to reconcile these different behaviours. We were interested to define the set of minimal modifications that are required to change the type of signal processing in the TGF-β signaling network.
Results:
To define the key aspects for signaling plasticity we focused on the core of the TGF-β signaling network. With the help of a parameter screen we identified ranges of kinetic parameters and protein concentrations that give rise to transient, sustained, or oscillatory responses to constant stimuli, as well as those parameter ranges that enable a proportional response to time-varying ligand concentrations (as expected in the read-out of morphogens). A combination of a strong negative feedback and fast shuttling to the nucleus biases signaling to a transient rather than a sustained response, while oscillations were obtained if ligand binding to the receptor is weak and the turn-over of the I-Smad is fast. A proportional read-out required inefficient receptor activation in addition to a low affinity of receptor-ligand binding. We find that targeted modification of single parameters suffices to alter the response type. The intensity of a constant signal (i.e. the ligand concentration), on the other hand, affected only the strength but not the type of the response.
Conclusions:
The architecture of the TGF-β pathway enables the observed signaling plasticity. The observed range of signaling outputs to TGF-β ligand in different cell types and under different conditions can be explained with differences in cellular protein concentrations and with changes in effective rate constants due to cross-talk with other signaling pathways. It will be interesting to uncover the exact cellular differences as well as the details of the cross-talks in future work.
Insights
Modifying the TGF-β signaling network
Area of Science:
- Cellular signaling
- Systems biology
- Molecular biology
Background:
- The transforming growth factor-beta (TGF-β) ligand family is extensive, mediating diverse signaling processes with varied response types (sustained or transient).
- TGF-β ligands can function as morphogens, implying cellular responses should directly reflect extracellular ligand concentration.
- Existing models struggle to reconcile these diverse signaling behaviors.
Purpose of the Study:
- To identify minimal modifications within the TGF-β signaling network necessary to alter its signal processing type.
- To understand the plasticity of TGF-β signaling responses.
Main Methods:
- Focused on the core TGF-β signaling network.
- Employed a parameter screen to analyze kinetic parameters and protein concentrations.
- Investigated conditions yielding transient, sustained, oscillatory, or proportional responses.
Main Results:
- Identified specific parameter ranges and protein concentrations for different response types (transient, sustained, oscillatory, proportional).
- Demonstrated that a strong negative feedback loop and rapid nuclear shuttling promote transient responses.
- Showed that weak ligand-receptor binding and fast I-Smad turnover lead to oscillations.
- Proportional read-out requires inefficient receptor activation and low ligand-binding affinity.
- Single parameter modifications suffice to change response type; signal intensity affects strength, not type.
Conclusions:
- The TGF-β pathway's architecture inherently supports signaling plasticity.
- Variations in cellular protein concentrations and cross-talk with other pathways explain diverse TGF-β signaling outputs.
- Future research should elucidate specific cellular differences and cross-talk mechanisms.
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