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Modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph Azotobacter vinelandii DJ
Nitrogen fixation is an important metabolic process carried out by microorganisms, which converts molecular nitrogen into inorganic nitrogenous compounds such as ammonia (NH(3)). These nitrogenous compounds are crucial for biogeochemical cycles and for the synthesis of essential biomolecules, i.e. n...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7292883/ https://www.ncbi.nlm.nih.gov/pubmed/32551229 http://dx.doi.org/10.1016/j.mec.2020.e00132 |
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author | Campos, Diego Tec Zuñiga, Cristal Passi, Anurag Del Toro, John Tibocha-Bonilla, Juan D. Zepeda, Alejandro Betenbaugh, Michael J. Zengler, Karsten |
author_facet | Campos, Diego Tec Zuñiga, Cristal Passi, Anurag Del Toro, John Tibocha-Bonilla, Juan D. Zepeda, Alejandro Betenbaugh, Michael J. Zengler, Karsten |
author_sort | Campos, Diego Tec |
collection | PubMed |
description | Nitrogen fixation is an important metabolic process carried out by microorganisms, which converts molecular nitrogen into inorganic nitrogenous compounds such as ammonia (NH(3)). These nitrogenous compounds are crucial for biogeochemical cycles and for the synthesis of essential biomolecules, i.e. nucleic acids, amino acids and proteins. Azotobacter vinelandii is a bacterial non-photosynthetic model organism to study aerobic nitrogen fixation (diazotrophy) and hydrogen production. Moreover, the diazotroph can produce biopolymers like alginate and polyhydroxybutyrate (PHB) that have important industrial applications. However, many metabolic processes such as partitioning of carbon and nitrogen metabolism in A. vinelandii remain unknown to date. Genome-scale metabolic models (M-models) represent reliable tools to unravel and optimize metabolic functions at genome-scale. M-models are mathematical representations that contain information about genes, reactions, metabolites and their associations. M-models can simulate optimal reaction fluxes under a wide variety of conditions using experimentally determined constraints. Here we report on the development of a M-model of the wild type bacterium A. vinelandii DJ (iDT1278) which consists of 2,003 metabolites, 2,469 reactions, and 1,278 genes. We validated the model using high-throughput phenotypic and physiological data, testing 180 carbon sources and 95 nitrogen sources. iDT1278 was able to achieve an accuracy of 89% and 91% for growth with carbon sources and nitrogen source, respectively. This comprehensive M-model will help to comprehend metabolic processes associated with nitrogen fixation, ammonium assimilation, and production of organic nitrogen in an environmentally important microorganism. |
format | Online Article Text |
id | pubmed-7292883 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-72928832020-06-17 Modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph Azotobacter vinelandii DJ Campos, Diego Tec Zuñiga, Cristal Passi, Anurag Del Toro, John Tibocha-Bonilla, Juan D. Zepeda, Alejandro Betenbaugh, Michael J. Zengler, Karsten Metab Eng Commun Special issue on Non-conventional microbes edited by Ian Wheeldon and Aindrila Mukhopadhyay Nitrogen fixation is an important metabolic process carried out by microorganisms, which converts molecular nitrogen into inorganic nitrogenous compounds such as ammonia (NH(3)). These nitrogenous compounds are crucial for biogeochemical cycles and for the synthesis of essential biomolecules, i.e. nucleic acids, amino acids and proteins. Azotobacter vinelandii is a bacterial non-photosynthetic model organism to study aerobic nitrogen fixation (diazotrophy) and hydrogen production. Moreover, the diazotroph can produce biopolymers like alginate and polyhydroxybutyrate (PHB) that have important industrial applications. However, many metabolic processes such as partitioning of carbon and nitrogen metabolism in A. vinelandii remain unknown to date. Genome-scale metabolic models (M-models) represent reliable tools to unravel and optimize metabolic functions at genome-scale. M-models are mathematical representations that contain information about genes, reactions, metabolites and their associations. M-models can simulate optimal reaction fluxes under a wide variety of conditions using experimentally determined constraints. Here we report on the development of a M-model of the wild type bacterium A. vinelandii DJ (iDT1278) which consists of 2,003 metabolites, 2,469 reactions, and 1,278 genes. We validated the model using high-throughput phenotypic and physiological data, testing 180 carbon sources and 95 nitrogen sources. iDT1278 was able to achieve an accuracy of 89% and 91% for growth with carbon sources and nitrogen source, respectively. This comprehensive M-model will help to comprehend metabolic processes associated with nitrogen fixation, ammonium assimilation, and production of organic nitrogen in an environmentally important microorganism. Elsevier 2020-05-30 /pmc/articles/PMC7292883/ /pubmed/32551229 http://dx.doi.org/10.1016/j.mec.2020.e00132 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Special issue on Non-conventional microbes edited by Ian Wheeldon and Aindrila Mukhopadhyay Campos, Diego Tec Zuñiga, Cristal Passi, Anurag Del Toro, John Tibocha-Bonilla, Juan D. Zepeda, Alejandro Betenbaugh, Michael J. Zengler, Karsten Modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph Azotobacter vinelandii DJ |
title | Modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph Azotobacter vinelandii DJ |
title_full | Modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph Azotobacter vinelandii DJ |
title_fullStr | Modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph Azotobacter vinelandii DJ |
title_full_unstemmed | Modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph Azotobacter vinelandii DJ |
title_short | Modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph Azotobacter vinelandii DJ |
title_sort | modeling of nitrogen fixation and polymer production in the heterotrophic diazotroph azotobacter vinelandii dj |
topic | Special issue on Non-conventional microbes edited by Ian Wheeldon and Aindrila Mukhopadhyay |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7292883/ https://www.ncbi.nlm.nih.gov/pubmed/32551229 http://dx.doi.org/10.1016/j.mec.2020.e00132 |
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