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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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. |
format | Online Article Text |
id | pubmed-6428895 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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