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Protein degradation rate is the dominant mechanism accounting for the differences in protein abundance of basal p53 in a human breast and colorectal cancer cell line
We determine p53 protein abundances and cell to cell variation in two human cancer cell lines with single cell resolution, and show that the fractional width of the distributions is the same in both cases despite a large difference in average protein copy number. We developed a computational framewo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5425217/ https://www.ncbi.nlm.nih.gov/pubmed/28489927 http://dx.doi.org/10.1371/journal.pone.0177336 |
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author | Lakatos, Eszter Salehi-Reyhani, Ali Barclay, Michael Stumpf, Michael P. H. Klug, David R. |
author_facet | Lakatos, Eszter Salehi-Reyhani, Ali Barclay, Michael Stumpf, Michael P. H. Klug, David R. |
author_sort | Lakatos, Eszter |
collection | PubMed |
description | We determine p53 protein abundances and cell to cell variation in two human cancer cell lines with single cell resolution, and show that the fractional width of the distributions is the same in both cases despite a large difference in average protein copy number. We developed a computational framework to identify dominant mechanisms controlling the variation of protein abundance in a simple model of gene expression from the summary statistics of single cell steady state protein expression distributions. Our results, based on single cell data analysed in a Bayesian framework, lends strong support to a model in which variation in the basal p53 protein abundance may be best explained by variations in the rate of p53 protein degradation. This is supported by measurements of the relative average levels of mRNA which are very similar despite large variation in the level of protein. |
format | Online Article Text |
id | pubmed-5425217 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-54252172017-05-15 Protein degradation rate is the dominant mechanism accounting for the differences in protein abundance of basal p53 in a human breast and colorectal cancer cell line Lakatos, Eszter Salehi-Reyhani, Ali Barclay, Michael Stumpf, Michael P. H. Klug, David R. PLoS One Research Article We determine p53 protein abundances and cell to cell variation in two human cancer cell lines with single cell resolution, and show that the fractional width of the distributions is the same in both cases despite a large difference in average protein copy number. We developed a computational framework to identify dominant mechanisms controlling the variation of protein abundance in a simple model of gene expression from the summary statistics of single cell steady state protein expression distributions. Our results, based on single cell data analysed in a Bayesian framework, lends strong support to a model in which variation in the basal p53 protein abundance may be best explained by variations in the rate of p53 protein degradation. This is supported by measurements of the relative average levels of mRNA which are very similar despite large variation in the level of protein. Public Library of Science 2017-05-10 /pmc/articles/PMC5425217/ /pubmed/28489927 http://dx.doi.org/10.1371/journal.pone.0177336 Text en © 2017 Lakatos 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 Lakatos, Eszter Salehi-Reyhani, Ali Barclay, Michael Stumpf, Michael P. H. Klug, David R. Protein degradation rate is the dominant mechanism accounting for the differences in protein abundance of basal p53 in a human breast and colorectal cancer cell line |
title | Protein degradation rate is the dominant mechanism accounting for the differences in protein abundance of basal p53 in a human breast and colorectal cancer cell line |
title_full | Protein degradation rate is the dominant mechanism accounting for the differences in protein abundance of basal p53 in a human breast and colorectal cancer cell line |
title_fullStr | Protein degradation rate is the dominant mechanism accounting for the differences in protein abundance of basal p53 in a human breast and colorectal cancer cell line |
title_full_unstemmed | Protein degradation rate is the dominant mechanism accounting for the differences in protein abundance of basal p53 in a human breast and colorectal cancer cell line |
title_short | Protein degradation rate is the dominant mechanism accounting for the differences in protein abundance of basal p53 in a human breast and colorectal cancer cell line |
title_sort | protein degradation rate is the dominant mechanism accounting for the differences in protein abundance of basal p53 in a human breast and colorectal cancer cell line |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5425217/ https://www.ncbi.nlm.nih.gov/pubmed/28489927 http://dx.doi.org/10.1371/journal.pone.0177336 |
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