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Mitochondrial origins of fractional control in regulated cell death

Individual cells in clonal populations often respond differently to environmental changes; for binary phenotypes, such as cell death, this can be measured as a fractional response. These types of responses have been attributed to cell-intrinsic stochastic processes and variable abundances of biochem...

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Autores principales: Santos, Luís C., Vogel, Robert, Chipuk, Jerry E., Birtwistle, Marc R., Stolovitzky, Gustavo, Meyer, Pablo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428895/
https://www.ncbi.nlm.nih.gov/pubmed/30899020
http://dx.doi.org/10.1038/s41467-019-09275-x
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author Santos, Luís C.
Vogel, Robert
Chipuk, Jerry E.
Birtwistle, Marc R.
Stolovitzky, Gustavo
Meyer, Pablo
author_facet Santos, Luís C.
Vogel, Robert
Chipuk, Jerry E.
Birtwistle, Marc R.
Stolovitzky, Gustavo
Meyer, Pablo
author_sort Santos, Luís C.
collection PubMed
description Individual cells in clonal populations often respond differently to environmental changes; for binary phenotypes, such as cell death, this can be measured as a fractional response. These types of responses have been attributed to cell-intrinsic stochastic processes and variable abundances of biochemical constituents, such as proteins, but the influence of organelles is still under investigation. We use the response to TNF-related apoptosis inducing ligand (TRAIL) and a new statistical framework for determining parameter influence on cell-to-cell variability through the inference of variance explained, DEPICTIVE, to demonstrate that variable mitochondria abundance correlates with cell survival and determines the fractional cell death response. By quantitative data analysis and modeling we attribute this effect to variable effective concentrations at the mitochondria surface of the pro-apoptotic proteins Bax/Bak. Further, our study suggests that inhibitors of anti-apoptotic Bcl-2 family proteins, used in cancer treatment, may increase the diversity of cellular responses, enhancing resistance to treatment.
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spelling pubmed-64288952019-03-25 Mitochondrial origins of fractional control in regulated cell death Santos, Luís C. Vogel, Robert Chipuk, Jerry E. Birtwistle, Marc R. Stolovitzky, Gustavo Meyer, Pablo Nat Commun Article Individual cells in clonal populations often respond differently to environmental changes; for binary phenotypes, such as cell death, this can be measured as a fractional response. These types of responses have been attributed to cell-intrinsic stochastic processes and variable abundances of biochemical constituents, such as proteins, but the influence of organelles is still under investigation. We use the response to TNF-related apoptosis inducing ligand (TRAIL) and a new statistical framework for determining parameter influence on cell-to-cell variability through the inference of variance explained, DEPICTIVE, to demonstrate that variable mitochondria abundance correlates with cell survival and determines the fractional cell death response. By quantitative data analysis and modeling we attribute this effect to variable effective concentrations at the mitochondria surface of the pro-apoptotic proteins Bax/Bak. Further, our study suggests that inhibitors of anti-apoptotic Bcl-2 family proteins, used in cancer treatment, may increase the diversity of cellular responses, enhancing resistance to treatment. Nature Publishing Group UK 2019-03-21 /pmc/articles/PMC6428895/ /pubmed/30899020 http://dx.doi.org/10.1038/s41467-019-09275-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Santos, Luís C.
Vogel, Robert
Chipuk, Jerry E.
Birtwistle, Marc R.
Stolovitzky, Gustavo
Meyer, Pablo
Mitochondrial origins of fractional control in regulated cell death
title Mitochondrial origins of fractional control in regulated cell death
title_full Mitochondrial origins of fractional control in regulated cell death
title_fullStr Mitochondrial origins of fractional control in regulated cell death
title_full_unstemmed Mitochondrial origins of fractional control in regulated cell death
title_short Mitochondrial origins of fractional control in regulated cell death
title_sort mitochondrial origins of fractional control in regulated cell death
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428895/
https://www.ncbi.nlm.nih.gov/pubmed/30899020
http://dx.doi.org/10.1038/s41467-019-09275-x
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