Single Cells Can Resolve Graded Stimuli

Cells use signaling pathways as windows into the environment to gather information, transduce it into their interior, and use it to drive behaviors. MAPK (ERK) is a highly conserved signaling pathway in eukaryotes, directing multiple fundamental cellular behaviors such as proliferation, migration, and differentiation, making it one of few central hubs in the signaling circuitry of cells. Despite this versatility of behaviors, population-level measurements have reported low information content (<1 bit) relayed through the ERK pathway, rendering the population barely able to distinguish the presence or absence of stimuli. Here, we contrast the information transmitted by a single cell and a population of cells. Using a combination of optogenetic experiments, data analysis based on information theory, and numerical simulations, we quantify the amount of information transduced from the receptor to ERK, from responses to singular, brief, and sparse input pulses. We show that single cells are indeed able to resolve between graded stimuli, yielding over 2 bits of information, however showing a large population heterogeneity.

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Publication Details

Journal
PRX Life
Published
2025-10-27
DOI
https://doi.org/10.1103/pyf8-y4kt
Citations
1
Primary Topic
Gene Regulatory Network Analysis
Type
article
Field-Weighted Citation Impact
0.81
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article

Single Cells Can Resolve Graded Stimuli

Lauritz Hahn, Aleksandra M. Walczak, Mirna Kramar, Mathieu Coppey et al.
1 citations
PRX Life
Gene Regulatory Network Analysis
0.81
article

Single Cells Can Resolve Graded Stimuli

Lauritz Hahn, Aleksandra M. Walczak, Mirna Kramar, Mathieu Coppey, Thierry Mora
article en
1 citations

Abstract

Cells use signaling pathways as windows into the environment to gather information, transduce it into their interior, and use it to drive behaviors. MAPK (ERK) is a highly conserved signaling pathway in eukaryotes, directing multiple fundamental cellular behaviors such as proliferation, migration, and differentiation, making it one of few central hubs in the signaling circuitry of cells. Despite this versatility of behaviors, population-level measurements have reported low information content (<1 bit) relayed through the ERK pathway, rendering the population barely able to distinguish the presence or absence of stimuli. Here, we contrast the information transmitted by a single cell and a population of cells. Using a combination of optogenetic experiments, data analysis based on information theory, and numerical simulations, we quantify the amount of information transduced from the receptor to ERK, from responses to singular, brief, and sparse input pulses. We show that single cells are indeed able to resolve between graded stimuli, yielding over 2 bits of information, however showing a large population heterogeneity.

PRX LifeVol. 3(4)
Vrije Universiteit Brussel (BE), Sorbonne Université (FR), École Normale Supérieure (BI), Cells Therapy (Poland) (PL), Laboratoire Médiations (FR), Institut Curie (FR)
Openalex Percentile: Top 21%
Gene Regulatory Network Analysis
0.81
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Single Cells Can Resolve Graded Stimuli — Lauritz Hahn, Aleksandra M. Walczak, et al. · PRX Life (2025) | TGRS Research Map | TGRS