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Variation is function: Are single cell differences functionally important?: Testing the hypothesis that single cell variation is required for aggregate function

There is a growing appreciation of the extent of transcriptome variation across individual cells of the same cell type. While expression variation may be a byproduct of, for example, dynamic or homeostatic processes, here we consider whether single‐cell molecular variation per se might be crucial fo...

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Detalles Bibliográficos
Autores principales: Dueck, Hannah, Eberwine, James, Kim, Junhyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4738397/
https://www.ncbi.nlm.nih.gov/pubmed/26625861
http://dx.doi.org/10.1002/bies.201500124
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author Dueck, Hannah
Eberwine, James
Kim, Junhyong
author_facet Dueck, Hannah
Eberwine, James
Kim, Junhyong
author_sort Dueck, Hannah
collection PubMed
description There is a growing appreciation of the extent of transcriptome variation across individual cells of the same cell type. While expression variation may be a byproduct of, for example, dynamic or homeostatic processes, here we consider whether single‐cell molecular variation per se might be crucial for population‐level function. Under this hypothesis, molecular variation indicates a diversity of hidden functional capacities within an ensemble of “identical” cells, and this functional diversity facilitates collective behavior that would be inaccessible to a homogenous population. In reviewing this topic, we explore possible functions that might be carried by a heterogeneous ensemble of cells; however, this question has proven difficult to test, both because methods to manipulate molecular variation are limited and because it is complicated to define, and measure, population‐level function. We consider several possible methods to further pursue the hypothesis that “variation is function” through the use of comparative analysis and novel experimental techniques.
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spelling pubmed-47383972016-02-12 Variation is function: Are single cell differences functionally important?: Testing the hypothesis that single cell variation is required for aggregate function Dueck, Hannah Eberwine, James Kim, Junhyong Bioessays Prospects & Overviews There is a growing appreciation of the extent of transcriptome variation across individual cells of the same cell type. While expression variation may be a byproduct of, for example, dynamic or homeostatic processes, here we consider whether single‐cell molecular variation per se might be crucial for population‐level function. Under this hypothesis, molecular variation indicates a diversity of hidden functional capacities within an ensemble of “identical” cells, and this functional diversity facilitates collective behavior that would be inaccessible to a homogenous population. In reviewing this topic, we explore possible functions that might be carried by a heterogeneous ensemble of cells; however, this question has proven difficult to test, both because methods to manipulate molecular variation are limited and because it is complicated to define, and measure, population‐level function. We consider several possible methods to further pursue the hypothesis that “variation is function” through the use of comparative analysis and novel experimental techniques. John Wiley and Sons Inc. 2015-12-02 2016-02 /pmc/articles/PMC4738397/ /pubmed/26625861 http://dx.doi.org/10.1002/bies.201500124 Text en © 2015 The Authors. BioEssays published by WILEY Periodicals, Inc. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs (http://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Prospects & Overviews
Dueck, Hannah
Eberwine, James
Kim, Junhyong
Variation is function: Are single cell differences functionally important?: Testing the hypothesis that single cell variation is required for aggregate function
title Variation is function: Are single cell differences functionally important?: Testing the hypothesis that single cell variation is required for aggregate function
title_full Variation is function: Are single cell differences functionally important?: Testing the hypothesis that single cell variation is required for aggregate function
title_fullStr Variation is function: Are single cell differences functionally important?: Testing the hypothesis that single cell variation is required for aggregate function
title_full_unstemmed Variation is function: Are single cell differences functionally important?: Testing the hypothesis that single cell variation is required for aggregate function
title_short Variation is function: Are single cell differences functionally important?: Testing the hypothesis that single cell variation is required for aggregate function
title_sort variation is function: are single cell differences functionally important?: testing the hypothesis that single cell variation is required for aggregate function
topic Prospects & Overviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4738397/
https://www.ncbi.nlm.nih.gov/pubmed/26625861
http://dx.doi.org/10.1002/bies.201500124
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