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Continuous Measurement of Biological Noise in Escherichia Coli Using Time-lapse Microscopy
Published on: April 27, 2021
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Toward single-cell control: noise-robust perfect adaptation in biomolecular systems
Dongju Lim1,2, Seokhwan Moon3,4, Yun Min Song2
1Department of Mathematical Sciences, KAIST, Daejeon, Republic of Korea.
Nature Communications
|December 24, 2025
Summary
This study introduces a novel noise controller to achieve robust perfect adaptation (RPA) at the single-cell level. The controller maintains stable output levels and reduces noise, enhancing biological system precision.
Area of Science:
- Systems Biology
- Synthetic Biology
- Biophysics
Background:
- Robust perfect adaptation (RPA) ensures stable biological output despite disturbances, crucial for cellular function.
- Antithetic integral feedback (AIF) achieves population-level RPA but amplifies noise, hindering single-cell regulation.
- Existing controllers struggle with noise amplification, limiting precise single-cell output control.
Purpose of the Study:
- To develop a novel regulatory motif for achieving RPA at the single-cell level.
- To overcome the noise amplification issue associated with traditional AIF controllers.
- To enhance the precision and stability of biological control systems.
Main Methods:
- Introduced a 'noise controller' inspired by AIF, utilizing output species dimerization for sensing.
- Combined the noise controller with AIF to achieve noise RPA.
- Validated the controller's efficacy in the DNA repair system of Escherichia coli.
Main Results:
- The combined noise controller and AIF maintained both mean and noise levels post-perturbation, achieving noise RPA.
- The noise controller successfully reduced output noise to a Fano factor of 1, the intrinsic noise lower bound.
- Demonstrated reduced failure rate in DNA damage response initiation in E. coli.
Conclusions:
- The novel noise controller enables robust perfect adaptation at the single-cell level by managing output noise.
- This approach enhances the precision of biological systems and is broadly applicable to ergodic networks.
- The findings represent a significant advancement toward achieving precise single-cell level regulation in biological engineering.
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