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Noise properties of adaptation-conferring biochemical control modules
Brayden Kell1,2,3,4, Ryan Ripsman1,5, Andreas Hilfinger1,2,6,7
1Department of Physics, University of Toronto, Toronto, ON M5S 1A7, Canada.
Synthetic biology aims for network-independent modules. Antithetic integral feedback (AIF) offers robust adaptation but may increase noise, though deviations or variants can suppress fluctuations.
Area of Science:
- Synthetic biology
- Control theory
- Biochemical engineering
Background:
- Synthetic biology seeks robust, network-independent functional modules.
- Antithetic integral feedback (AIF) provides perfect adaptation to perturbations.
- Previous studies suggested AIF's robustness increases stochastic fluctuations.
Purpose of the Study:
- To theoretically analyze the trade-off between robustness and noise in AIF modules.
- To investigate conditions under which AIF can achieve noise suppression.
- To identify AIF variants suitable for synthetic biology applications.
Main Methods:
- Theoretical analysis of AIF control module dynamics.
- Mathematical modeling of biochemical systems with feedback control.
- Quantification of stochastic fluctuations and adaptation properties.
Main Results:
- Confirmed the trade-off between perfect adaptation and increased noise for ideal AIF.
- Demonstrated that deviations from perfect adaptation enable noise suppression with energetic cost.
- Identified an AIF variant that achieves noise suppression even with perfect adaptation.
Conclusions:
- The robustness-noise trade-off in AIF is a singular limit, not an inherent property.
- Deviations from perfect adaptation or specific AIF variants can mitigate noise.
- An atypical AIF configuration offers a promising solution for noise suppression in synthetic biology.
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