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Semi-adaptive response and noise attenuation in bone morphogenetic protein signalling
Tian Hong1, Ernest S Fung2, Lei Zhang3
1Department of Mathematics, University of California, Irvine, CA, USA Center for Complex Biological Systems, University of California, Irvine, CA, USA.
Cellular signaling during embryonic development uses bone morphogenetic protein (BMP) gradients to control development. We found that BMP signaling exhibits semi-adaptive responses, balancing noise reduction and activation speed through receptor dynamics and feedback.
Area of Science:
- Developmental Biology
- Cell Signaling
- Systems Biology
Background:
- Embryonic development relies on precise temporal dynamics of morphogen-driven signaling.
- Cells interpret extracellular morphogen gradients, like bone morphogenetic protein (BMP), into intracellular responses, often contending with inherent biological noise.
- Tail-phosphorylated SMAD (TP-SMAD) levels are key indicators of BMP pathway activity.
Purpose of the Study:
- To investigate the temporal dynamics of BMP-induced TP-SMAD responses in neural precursor cells.
- To understand how cells achieve semi-adaptive responses to varying BMP concentrations.
- To elucidate the mechanisms balancing noise attenuation and response speed in BMP signaling.
Main Methods:
- Utilized a combination of computational modeling and experimental approaches.
- Analyzed the concentration-dependent induction of TP-SMAD by BMPs.
- Investigated the role of BMP receptor deactivation kinetics and negative feedback in semi-adaptation.
Main Results:
- BMPs induce concentration-dependent TP-SMAD responses in neural precursor cells.
- A specific range of intermediate BMP concentrations elicits semi-adaptive TP-SMAD responses.
- Slow BMP receptor deactivation contributes to noise attenuation but increases response time.
- Negative feedback on BMP receptors is crucial for semi-adaptation, improving both noise attenuation and response time.
Conclusions:
- BMP signaling exhibits complex temporal dynamics, including semi-adaptation, crucial for embryonic development.
- A balance between slow BMP receptor deactivation and negative feedback optimizes signaling for noise reduction and speed.
- These findings reveal general design principles for robust and efficient biological signaling systems.
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