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Correlated receptor transport processes buffer single-cell heterogeneity

Cells typically vary in their response to extracellular ligands. Receptor transport processes modulate ligand-receptor induced signal transduction and impact the variability in cellular responses. Here, we quantitatively characterized cellular variability in erythropoietin receptor (EpoR) traffickin...

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Autores principales: Kallenberger, Stefan M., Unger, Anne L., Legewie, Stefan, Lymperopoulos, Konstantinos, Klingmüller, Ursula, Eils, Roland, Herten, Dirk-Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5659801/
https://www.ncbi.nlm.nih.gov/pubmed/28945754
http://dx.doi.org/10.1371/journal.pcbi.1005779
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author Kallenberger, Stefan M.
Unger, Anne L.
Legewie, Stefan
Lymperopoulos, Konstantinos
Klingmüller, Ursula
Eils, Roland
Herten, Dirk-Peter
author_facet Kallenberger, Stefan M.
Unger, Anne L.
Legewie, Stefan
Lymperopoulos, Konstantinos
Klingmüller, Ursula
Eils, Roland
Herten, Dirk-Peter
author_sort Kallenberger, Stefan M.
collection PubMed
description Cells typically vary in their response to extracellular ligands. Receptor transport processes modulate ligand-receptor induced signal transduction and impact the variability in cellular responses. Here, we quantitatively characterized cellular variability in erythropoietin receptor (EpoR) trafficking at the single-cell level based on live-cell imaging and mathematical modeling. Using ensembles of single-cell mathematical models reduced parameter uncertainties and showed that rapid EpoR turnover, transport of internalized EpoR back to the plasma membrane, and degradation of Epo-EpoR complexes were essential for receptor trafficking. EpoR trafficking dynamics in adherent H838 lung cancer cells closely resembled the dynamics previously characterized by mathematical modeling in suspension cells, indicating that dynamic properties of the EpoR system are widely conserved. Receptor transport processes differed by one order of magnitude between individual cells. However, the concentration of activated Epo-EpoR complexes was less variable due to the correlated kinetics of opposing transport processes acting as a buffering system.
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spelling pubmed-56598012017-11-09 Correlated receptor transport processes buffer single-cell heterogeneity Kallenberger, Stefan M. Unger, Anne L. Legewie, Stefan Lymperopoulos, Konstantinos Klingmüller, Ursula Eils, Roland Herten, Dirk-Peter PLoS Comput Biol Research Article Cells typically vary in their response to extracellular ligands. Receptor transport processes modulate ligand-receptor induced signal transduction and impact the variability in cellular responses. Here, we quantitatively characterized cellular variability in erythropoietin receptor (EpoR) trafficking at the single-cell level based on live-cell imaging and mathematical modeling. Using ensembles of single-cell mathematical models reduced parameter uncertainties and showed that rapid EpoR turnover, transport of internalized EpoR back to the plasma membrane, and degradation of Epo-EpoR complexes were essential for receptor trafficking. EpoR trafficking dynamics in adherent H838 lung cancer cells closely resembled the dynamics previously characterized by mathematical modeling in suspension cells, indicating that dynamic properties of the EpoR system are widely conserved. Receptor transport processes differed by one order of magnitude between individual cells. However, the concentration of activated Epo-EpoR complexes was less variable due to the correlated kinetics of opposing transport processes acting as a buffering system. Public Library of Science 2017-09-25 /pmc/articles/PMC5659801/ /pubmed/28945754 http://dx.doi.org/10.1371/journal.pcbi.1005779 Text en © 2017 Kallenberger et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kallenberger, Stefan M.
Unger, Anne L.
Legewie, Stefan
Lymperopoulos, Konstantinos
Klingmüller, Ursula
Eils, Roland
Herten, Dirk-Peter
Correlated receptor transport processes buffer single-cell heterogeneity
title Correlated receptor transport processes buffer single-cell heterogeneity
title_full Correlated receptor transport processes buffer single-cell heterogeneity
title_fullStr Correlated receptor transport processes buffer single-cell heterogeneity
title_full_unstemmed Correlated receptor transport processes buffer single-cell heterogeneity
title_short Correlated receptor transport processes buffer single-cell heterogeneity
title_sort correlated receptor transport processes buffer single-cell heterogeneity
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5659801/
https://www.ncbi.nlm.nih.gov/pubmed/28945754
http://dx.doi.org/10.1371/journal.pcbi.1005779
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