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Minimal metabolic pathway structure is consistent with associated biomolecular interactions
Pathways are a universal paradigm for functionally describing cellular processes. Even though advances in high-throughput data generation have transformed biology, the core of our biological understanding, and hence data interpretation, is still predicated on human-defined pathways. Here, we introdu...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Blackwell Publishing Ltd
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4299494/ https://www.ncbi.nlm.nih.gov/pubmed/24987116 http://dx.doi.org/10.15252/msb.20145243 |
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author | Bordbar, Aarash Nagarajan, Harish Lewis, Nathan E Latif, Haythem Ebrahim, Ali Federowicz, Stephen Schellenberger, Jan Palsson, Bernhard O |
author_facet | Bordbar, Aarash Nagarajan, Harish Lewis, Nathan E Latif, Haythem Ebrahim, Ali Federowicz, Stephen Schellenberger, Jan Palsson, Bernhard O |
author_sort | Bordbar, Aarash |
collection | PubMed |
description | Pathways are a universal paradigm for functionally describing cellular processes. Even though advances in high-throughput data generation have transformed biology, the core of our biological understanding, and hence data interpretation, is still predicated on human-defined pathways. Here, we introduce an unbiased, pathway structure for genome-scale metabolic networks defined based on principles of parsimony that do not mimic canonical human-defined textbook pathways. Instead, these minimal pathways better describe multiple independent pathway-associated biomolecular interaction datasets suggesting a functional organization for metabolism based on parsimonious use of cellular components. We use the inherent predictive capability of these pathways to experimentally discover novel transcriptional regulatory interactions in Escherichia coli metabolism for three transcription factors, effectively doubling the known regulatory roles for Nac and MntR. This study suggests an underlying and fundamental principle in the evolutionary selection of pathway structures; namely, that pathways may be minimal, independent, and segregated. |
format | Online Article Text |
id | pubmed-4299494 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Blackwell Publishing Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-42994942015-01-20 Minimal metabolic pathway structure is consistent with associated biomolecular interactions Bordbar, Aarash Nagarajan, Harish Lewis, Nathan E Latif, Haythem Ebrahim, Ali Federowicz, Stephen Schellenberger, Jan Palsson, Bernhard O Mol Syst Biol Articles Pathways are a universal paradigm for functionally describing cellular processes. Even though advances in high-throughput data generation have transformed biology, the core of our biological understanding, and hence data interpretation, is still predicated on human-defined pathways. Here, we introduce an unbiased, pathway structure for genome-scale metabolic networks defined based on principles of parsimony that do not mimic canonical human-defined textbook pathways. Instead, these minimal pathways better describe multiple independent pathway-associated biomolecular interaction datasets suggesting a functional organization for metabolism based on parsimonious use of cellular components. We use the inherent predictive capability of these pathways to experimentally discover novel transcriptional regulatory interactions in Escherichia coli metabolism for three transcription factors, effectively doubling the known regulatory roles for Nac and MntR. This study suggests an underlying and fundamental principle in the evolutionary selection of pathway structures; namely, that pathways may be minimal, independent, and segregated. Blackwell Publishing Ltd 2014-07-01 /pmc/articles/PMC4299494/ /pubmed/24987116 http://dx.doi.org/10.15252/msb.20145243 Text en © 2014 The Authors. Published under the terms of the CC BY 4.0 license http://creativecommons.org/licenses/by/4.0/ This is an open access article under the terms of the Creative Commons Attribution 4.0 License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Articles Bordbar, Aarash Nagarajan, Harish Lewis, Nathan E Latif, Haythem Ebrahim, Ali Federowicz, Stephen Schellenberger, Jan Palsson, Bernhard O Minimal metabolic pathway structure is consistent with associated biomolecular interactions |
title | Minimal metabolic pathway structure is consistent with associated biomolecular
interactions |
title_full | Minimal metabolic pathway structure is consistent with associated biomolecular
interactions |
title_fullStr | Minimal metabolic pathway structure is consistent with associated biomolecular
interactions |
title_full_unstemmed | Minimal metabolic pathway structure is consistent with associated biomolecular
interactions |
title_short | Minimal metabolic pathway structure is consistent with associated biomolecular
interactions |
title_sort | minimal metabolic pathway structure is consistent with associated biomolecular
interactions |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4299494/ https://www.ncbi.nlm.nih.gov/pubmed/24987116 http://dx.doi.org/10.15252/msb.20145243 |
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