Information transmission in a cell monolayer: A numerical study

Motivated by the spatiotemporal waves of MAPK/ERK activity, crucial for long-range communication in regenerating tissues, we investigated stochastic homoclinic fronts propagating through channels formed by directly interacting cells. We evaluated the efficiency of long-range communication in these channels by examining the rate of information transmission. Our study identified the stochastic phenomena that reduce this rate: front propagation failure, new front spawning, and variability in the front velocity. We found that a trade-off between the frequencies of propagation failures and new front spawning determines the optimal channel width (which geometrically determines the front length). The optimal frequency of initiating new waves is determined by a trade-off between the input information rate (higher with more frequent initiation) and the fidelity of information transmission (lower with more frequent initiation). Our analysis provides insight into the relative timescales of intra- and intercellular processes necessary for successful wave propagation.

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Publication Details

Journal
PLoS Computational Biology
Published
2025-02-21
DOI
https://doi.org/10.1371/journal.pcbi.1012846
Citations
1
Primary Topic
Gene Regulatory Network Analysis
Type
article
Field-Weighted Citation Impact
0.81

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Information transmission in a cell monolayer: A numerical study

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PLoS Computational Biology
Gene Regulatory Network Analysis
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article

Information transmission in a cell monolayer: A numerical study

Tomasz Lipniacki, Paweł Nałęcz‐Jawecki, Marek Kochańczyk, Frederic Grabowski, Przemysław Szyc
article en
1 citations

Abstract

Motivated by the spatiotemporal waves of MAPK/ERK activity, crucial for long-range communication in regenerating tissues, we investigated stochastic homoclinic fronts propagating through channels formed by directly interacting cells. We evaluated the efficiency of long-range communication in these channels by examining the rate of information transmission. Our study identified the stochastic phenomena that reduce this rate: front propagation failure, new front spawning, and variability in the front velocity. We found that a trade-off between the frequencies of propagation failures and new front spawning determines the optimal channel width (which geometrically determines the front length). The optimal frequency of initiating new waves is determined by a trade-off between the input information rate (higher with more frequent initiation) and the fidelity of information transmission (lower with more frequent initiation). Our analysis provides insight into the relative timescales of intra- and intercellular processes necessary for successful wave propagation.

PLoS Computational BiologyVol. 21(2)
Institute of Fundamental Technological Research (PL), University of Warsaw (PL), Polish Academy of Sciences (PL)
Narodowe Centrum Nauki
Openalex Percentile: Top 31%
Gene Regulatory Network Analysis
0.81
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