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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...

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Autores principales: Bordbar, Aarash, Nagarajan, Harish, Lewis, Nathan E, Latif, Haythem, Ebrahim, Ali, Federowicz, Stephen, Schellenberger, Jan, Palsson, Bernhard O
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2014
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.
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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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