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Robustness of MEK-ERK Dynamics and Origins of Cell-to-Cell Variability in MAPK Signaling
Cellular signaling processes can exhibit pronounced cell-to-cell variability in genetically identical cells. This affects how individual cells respond differentially to the same environmental stimulus. However, the origins of cell-to-cell variability in cellular signaling systems remain poorly under...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cell Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4914773/ https://www.ncbi.nlm.nih.gov/pubmed/27264188 http://dx.doi.org/10.1016/j.celrep.2016.05.024 |
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author | Filippi, Sarah Barnes, Chris P. Kirk, Paul D.W. Kudo, Takamasa Kunida, Katsuyuki McMahon, Siobhan S. Tsuchiya, Takaho Wada, Takumi Kuroda, Shinya Stumpf, Michael P.H. |
author_facet | Filippi, Sarah Barnes, Chris P. Kirk, Paul D.W. Kudo, Takamasa Kunida, Katsuyuki McMahon, Siobhan S. Tsuchiya, Takaho Wada, Takumi Kuroda, Shinya Stumpf, Michael P.H. |
author_sort | Filippi, Sarah |
collection | PubMed |
description | Cellular signaling processes can exhibit pronounced cell-to-cell variability in genetically identical cells. This affects how individual cells respond differentially to the same environmental stimulus. However, the origins of cell-to-cell variability in cellular signaling systems remain poorly understood. Here, we measure the dynamics of phosphorylated MEK and ERK across cell populations and quantify the levels of population heterogeneity over time using high-throughput image cytometry. We use a statistical modeling framework to show that extrinsic noise, particularly that from upstream MEK, is the dominant factor causing cell-to-cell variability in ERK phosphorylation, rather than stochasticity in the phosphorylation/dephosphorylation of ERK. We furthermore show that without extrinsic noise in the core module, variable (including noisy) signals would be faithfully reproduced downstream, but the within-module extrinsic variability distorts these signals and leads to a drastic reduction in the mutual information between incoming signal and ERK activity. |
format | Online Article Text |
id | pubmed-4914773 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Cell Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-49147732016-06-29 Robustness of MEK-ERK Dynamics and Origins of Cell-to-Cell Variability in MAPK Signaling Filippi, Sarah Barnes, Chris P. Kirk, Paul D.W. Kudo, Takamasa Kunida, Katsuyuki McMahon, Siobhan S. Tsuchiya, Takaho Wada, Takumi Kuroda, Shinya Stumpf, Michael P.H. Cell Rep Article Cellular signaling processes can exhibit pronounced cell-to-cell variability in genetically identical cells. This affects how individual cells respond differentially to the same environmental stimulus. However, the origins of cell-to-cell variability in cellular signaling systems remain poorly understood. Here, we measure the dynamics of phosphorylated MEK and ERK across cell populations and quantify the levels of population heterogeneity over time using high-throughput image cytometry. We use a statistical modeling framework to show that extrinsic noise, particularly that from upstream MEK, is the dominant factor causing cell-to-cell variability in ERK phosphorylation, rather than stochasticity in the phosphorylation/dephosphorylation of ERK. We furthermore show that without extrinsic noise in the core module, variable (including noisy) signals would be faithfully reproduced downstream, but the within-module extrinsic variability distorts these signals and leads to a drastic reduction in the mutual information between incoming signal and ERK activity. Cell Press 2016-06-02 /pmc/articles/PMC4914773/ /pubmed/27264188 http://dx.doi.org/10.1016/j.celrep.2016.05.024 Text en © 2016 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Filippi, Sarah Barnes, Chris P. Kirk, Paul D.W. Kudo, Takamasa Kunida, Katsuyuki McMahon, Siobhan S. Tsuchiya, Takaho Wada, Takumi Kuroda, Shinya Stumpf, Michael P.H. Robustness of MEK-ERK Dynamics and Origins of Cell-to-Cell Variability in MAPK Signaling |
title | Robustness of MEK-ERK Dynamics and Origins of Cell-to-Cell Variability in MAPK Signaling |
title_full | Robustness of MEK-ERK Dynamics and Origins of Cell-to-Cell Variability in MAPK Signaling |
title_fullStr | Robustness of MEK-ERK Dynamics and Origins of Cell-to-Cell Variability in MAPK Signaling |
title_full_unstemmed | Robustness of MEK-ERK Dynamics and Origins of Cell-to-Cell Variability in MAPK Signaling |
title_short | Robustness of MEK-ERK Dynamics and Origins of Cell-to-Cell Variability in MAPK Signaling |
title_sort | robustness of mek-erk dynamics and origins of cell-to-cell variability in mapk signaling |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4914773/ https://www.ncbi.nlm.nih.gov/pubmed/27264188 http://dx.doi.org/10.1016/j.celrep.2016.05.024 |
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