12–17 Jul 2026
University of Graz
Europe/Vienna timezone

Toward single-cell control: noise-robust perfect adaptation in biomolecular systems

16 Jul 2026, 14:20
20m
11.02 - HS (University of Graz)

11.02 - HS

University of Graz

130
Contributed Talk Systems Biology and Biochemical Networks Contributed Talks

Speaker

Dongju Lim (KAIST)

Description

Robust perfect adaptation (RPA), whereby a consistent output level is maintained even after a disturbance, is a highly desired feature in biological systems. This property can be achieved at the population average level by combining the well-known antithetic integral feedback (AIF) loop into the target network. However, the AIF controller amplifies the noise of the output level, disrupting the single-cell level regulation of the system output and compromising the conceptual goal of stable output level control. To address this, we introduce a regulation motif, the noise controller, which is inspired by the AIF loop but differs by sensing the output levels through the dimerization of output species. Combining this noise controller with the AIF controller successfully maintained system output noise as well as mean at their original level, even after the perturbation, thereby achieving noise RPA. Furthermore, our noise controller could reduce the output noise to a desired target value, achieving a Fano factor as small as 1, the commonly recognized lower bound of intrinsic noise in biological systems. Notably, our controller remains effective as long as the combined system is ergodic, making it applicable to a broad range of networks. We demonstrate its utility by combining the noise controller with the DNA repair system of Escherichia coli, which reduced the proportion of cells failing to initiate the DNA damage response \cite{Lim2025Toward}.

Bibliography

@article{Lim2025Toward,
author = {Lim, Dongju and Moon, Seokhwan and Song, Yun Min and Kim, Minjun and Kim, Jinyeong and Kim, Kangsan and Cho, Byung-Kwan and Kim, Jinsu and Kim, Jae Kyoung},
title = {Toward single-cell control: noise-robust perfect adaptation in biomolecular systems},
journal = {Nature Communications},
year = {2026},
volume = {17},
number = {1},
pages = {1001},
doi = {10.1038/s41467-025-67736-y}
}

Authors

Dongju Lim (KAIST) Jae Kyoung Kim (KAIST) Jinsu Kim (POSTECH) Seokhwan Moon (University of Wisconsin-Maddison)

Co-authors

Byung-Kwan Cho (KAIST) Jinyeong Kim (KAIST) Kangsan Kim (KAIST) Minjun Kim (POSTECH) Yun Min Song (IBS)

Presentation materials

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