Protein conservation and variation suggest mechanisms of cell type-specific modulation of signaling pathways.

Many proteins and signaling pathways are present in most cell types and tissues and yet perform specialized functions. To elucidate mechanisms by which these ubiquitous pathways are modulated, we overlaid information about cross-cell line protein abundance and variability, and evolutionary conservat...

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Main Authors: Martin H Schaefer, Jae-Seong Yang, Luis Serrano, Christina Kiel
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-06-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC4055412?pdf=render
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spelling doaj-0d5c301790a541c5be777529a0075d782020-11-24T21:51:15ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582014-06-01106e100365910.1371/journal.pcbi.1003659Protein conservation and variation suggest mechanisms of cell type-specific modulation of signaling pathways.Martin H SchaeferJae-Seong YangLuis SerranoChristina KielMany proteins and signaling pathways are present in most cell types and tissues and yet perform specialized functions. To elucidate mechanisms by which these ubiquitous pathways are modulated, we overlaid information about cross-cell line protein abundance and variability, and evolutionary conservation onto functional pathway components and topological layers in the pathway hierarchy. We found that the input (receptors) and the output (transcription factors) layers evolve more rapidly than proteins in the intermediary transmission layer. In contrast, protein expression variability decreases from the input to the output layer. We observed that the differences in protein variability between the input and transmission layer can be attributed to both the network position and the tendency of variable proteins to physically interact with constitutively expressed proteins. Differences in protein expression variability and conservation are also accompanied by the tendency of conserved and constitutively expressed proteins to acquire somatic mutations, while germline mutations tend to occur in cell type-specific proteins. Thus, conserved core proteins in the transmission layer could perform a fundamental role in most cell types and are therefore less tolerant to germline mutations. In summary, we propose that the core signal transmission machinery is largely modulated by a variable input layer through physical protein interactions. We hypothesize that the bow-tie organization of cellular signaling on the level of protein abundance variability contributes to the specificity of the signal response in different cell types.http://europepmc.org/articles/PMC4055412?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Martin H Schaefer
Jae-Seong Yang
Luis Serrano
Christina Kiel
spellingShingle Martin H Schaefer
Jae-Seong Yang
Luis Serrano
Christina Kiel
Protein conservation and variation suggest mechanisms of cell type-specific modulation of signaling pathways.
PLoS Computational Biology
author_facet Martin H Schaefer
Jae-Seong Yang
Luis Serrano
Christina Kiel
author_sort Martin H Schaefer
title Protein conservation and variation suggest mechanisms of cell type-specific modulation of signaling pathways.
title_short Protein conservation and variation suggest mechanisms of cell type-specific modulation of signaling pathways.
title_full Protein conservation and variation suggest mechanisms of cell type-specific modulation of signaling pathways.
title_fullStr Protein conservation and variation suggest mechanisms of cell type-specific modulation of signaling pathways.
title_full_unstemmed Protein conservation and variation suggest mechanisms of cell type-specific modulation of signaling pathways.
title_sort protein conservation and variation suggest mechanisms of cell type-specific modulation of signaling pathways.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2014-06-01
description Many proteins and signaling pathways are present in most cell types and tissues and yet perform specialized functions. To elucidate mechanisms by which these ubiquitous pathways are modulated, we overlaid information about cross-cell line protein abundance and variability, and evolutionary conservation onto functional pathway components and topological layers in the pathway hierarchy. We found that the input (receptors) and the output (transcription factors) layers evolve more rapidly than proteins in the intermediary transmission layer. In contrast, protein expression variability decreases from the input to the output layer. We observed that the differences in protein variability between the input and transmission layer can be attributed to both the network position and the tendency of variable proteins to physically interact with constitutively expressed proteins. Differences in protein expression variability and conservation are also accompanied by the tendency of conserved and constitutively expressed proteins to acquire somatic mutations, while germline mutations tend to occur in cell type-specific proteins. Thus, conserved core proteins in the transmission layer could perform a fundamental role in most cell types and are therefore less tolerant to germline mutations. In summary, we propose that the core signal transmission machinery is largely modulated by a variable input layer through physical protein interactions. We hypothesize that the bow-tie organization of cellular signaling on the level of protein abundance variability contributes to the specificity of the signal response in different cell types.
url http://europepmc.org/articles/PMC4055412?pdf=render
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