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Chemical composition and the potential for proteomic transformation in cancer, hypoxia, and hyperosmotic stress
The changes of protein expression that are monitored in proteomic experiments are a type of biological transformation that also involves changes in chemical composition. Accompanying the myriad molecular-level interactions that underlie any proteomic transformation, there is an overall thermodynamic...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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PeerJ Inc.
2017
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5463988/ https://www.ncbi.nlm.nih.gov/pubmed/28603672 http://dx.doi.org/10.7717/peerj.3421 |
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author | Dick, Jeffrey M. |
author_facet | Dick, Jeffrey M. |
author_sort | Dick, Jeffrey M. |
collection | PubMed |
description | The changes of protein expression that are monitored in proteomic experiments are a type of biological transformation that also involves changes in chemical composition. Accompanying the myriad molecular-level interactions that underlie any proteomic transformation, there is an overall thermodynamic potential that is sensitive to microenvironmental conditions, including local oxidation and hydration potential. Here, up- and down-expressed proteins identified in 71 comparative proteomics studies were analyzed using the average oxidation state of carbon (Z(C)) and water demand per residue ([Image: see text] ), calculated using elemental abundances and stoichiometric reactions to form proteins from basis species. Experimental lowering of oxygen availability (hypoxia) or water activity (hyperosmotic stress) generally results in decreased Z(C) or [Image: see text] of up-expressed compared to down-expressed proteins. This correspondence of chemical composition with experimental conditions provides evidence for attraction of the proteomes to a low-energy state. An opposite compositional change, toward higher average oxidation or hydration state, is found for proteomic transformations in colorectal and pancreatic cancer, and in two experiments for adipose-derived stem cells. Calculations of chemical affinity were used to estimate the thermodynamic potentials for proteomic transformations as a function of fugacity of O(2) and activity of H(2)O, which serve as scales of oxidation and hydration potential. Diagrams summarizing the relative potential for formation of up- and down-expressed proteins have predicted equipotential lines that cluster around particular values of oxygen fugacity and water activity for similar datasets. The changes in chemical composition of proteomes are likely linked with reactions among other cellular molecules. A redox balance calculation indicates that an increase in the lipid to protein ratio in cancer cells by 20% over hypoxic cells would generate a large enough electron sink for oxidation of the cancer proteomes. The datasets and computer code used here are made available in a new R package, canprot. |
format | Online Article Text |
id | pubmed-5463988 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-54639882017-06-09 Chemical composition and the potential for proteomic transformation in cancer, hypoxia, and hyperosmotic stress Dick, Jeffrey M. PeerJ Biochemistry The changes of protein expression that are monitored in proteomic experiments are a type of biological transformation that also involves changes in chemical composition. Accompanying the myriad molecular-level interactions that underlie any proteomic transformation, there is an overall thermodynamic potential that is sensitive to microenvironmental conditions, including local oxidation and hydration potential. Here, up- and down-expressed proteins identified in 71 comparative proteomics studies were analyzed using the average oxidation state of carbon (Z(C)) and water demand per residue ([Image: see text] ), calculated using elemental abundances and stoichiometric reactions to form proteins from basis species. Experimental lowering of oxygen availability (hypoxia) or water activity (hyperosmotic stress) generally results in decreased Z(C) or [Image: see text] of up-expressed compared to down-expressed proteins. This correspondence of chemical composition with experimental conditions provides evidence for attraction of the proteomes to a low-energy state. An opposite compositional change, toward higher average oxidation or hydration state, is found for proteomic transformations in colorectal and pancreatic cancer, and in two experiments for adipose-derived stem cells. Calculations of chemical affinity were used to estimate the thermodynamic potentials for proteomic transformations as a function of fugacity of O(2) and activity of H(2)O, which serve as scales of oxidation and hydration potential. Diagrams summarizing the relative potential for formation of up- and down-expressed proteins have predicted equipotential lines that cluster around particular values of oxygen fugacity and water activity for similar datasets. The changes in chemical composition of proteomes are likely linked with reactions among other cellular molecules. A redox balance calculation indicates that an increase in the lipid to protein ratio in cancer cells by 20% over hypoxic cells would generate a large enough electron sink for oxidation of the cancer proteomes. The datasets and computer code used here are made available in a new R package, canprot. PeerJ Inc. 2017-06-06 /pmc/articles/PMC5463988/ /pubmed/28603672 http://dx.doi.org/10.7717/peerj.3421 Text en ©2017 Dick 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, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Biochemistry Dick, Jeffrey M. Chemical composition and the potential for proteomic transformation in cancer, hypoxia, and hyperosmotic stress |
title | Chemical composition and the potential for proteomic transformation in cancer, hypoxia, and hyperosmotic stress |
title_full | Chemical composition and the potential for proteomic transformation in cancer, hypoxia, and hyperosmotic stress |
title_fullStr | Chemical composition and the potential for proteomic transformation in cancer, hypoxia, and hyperosmotic stress |
title_full_unstemmed | Chemical composition and the potential for proteomic transformation in cancer, hypoxia, and hyperosmotic stress |
title_short | Chemical composition and the potential for proteomic transformation in cancer, hypoxia, and hyperosmotic stress |
title_sort | chemical composition and the potential for proteomic transformation in cancer, hypoxia, and hyperosmotic stress |
topic | Biochemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5463988/ https://www.ncbi.nlm.nih.gov/pubmed/28603672 http://dx.doi.org/10.7717/peerj.3421 |
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