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Whole-genome metabolic model of Trichoderma reesei built by comparative reconstruction
BACKGROUND: Trichoderma reesei is one of the main sources of biomass-hydrolyzing enzymes for the biotechnology industry. There is a need for improving its enzyme production efficiency. The use of metabolic modeling for the simulation and prediction of this organism’s metabolism is potentially a valu...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5117618/ https://www.ncbi.nlm.nih.gov/pubmed/27895706 http://dx.doi.org/10.1186/s13068-016-0665-0 |
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author | Castillo, Sandra Barth, Dorothee Arvas, Mikko Pakula, Tiina M. Pitkänen, Esa Blomberg, Peter Seppanen-Laakso, Tuulikki Nygren, Heli Sivasiddarthan, Dhinakaran Penttilä, Merja Oja, Merja |
author_facet | Castillo, Sandra Barth, Dorothee Arvas, Mikko Pakula, Tiina M. Pitkänen, Esa Blomberg, Peter Seppanen-Laakso, Tuulikki Nygren, Heli Sivasiddarthan, Dhinakaran Penttilä, Merja Oja, Merja |
author_sort | Castillo, Sandra |
collection | PubMed |
description | BACKGROUND: Trichoderma reesei is one of the main sources of biomass-hydrolyzing enzymes for the biotechnology industry. There is a need for improving its enzyme production efficiency. The use of metabolic modeling for the simulation and prediction of this organism’s metabolism is potentially a valuable tool for improving its capabilities. An accurate metabolic model is needed to perform metabolic modeling analysis. RESULTS: A whole-genome metabolic model of T. reesei has been reconstructed together with metabolic models of 55 related species using the metabolic model reconstruction algorithm CoReCo. The previously published CoReCo method has been improved to obtain better quality models. The main improvements are the creation of a unified database of reactions and compounds and the use of reaction directions as constraints in the gap-filling step of the algorithm. In addition, the biomass composition of T. reesei has been measured experimentally to build and include a specific biomass equation in the model. CONCLUSIONS: The improvements presented in this work on the CoReCo pipeline for metabolic model reconstruction resulted in higher-quality metabolic models compared with previous versions. A metabolic model of T. reesei has been created and is publicly available in the BIOMODELS database. The model contains a biomass equation, reaction boundaries and uptake/export reactions which make it ready for simulation. To validate the model, we dem1onstrate that the model is able to predict biomass production accurately and no stoichiometrically infeasible yields are detected. The new T. reesei model is ready to be used for simulations of protein production processes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13068-016-0665-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5117618 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-51176182016-11-28 Whole-genome metabolic model of Trichoderma reesei built by comparative reconstruction Castillo, Sandra Barth, Dorothee Arvas, Mikko Pakula, Tiina M. Pitkänen, Esa Blomberg, Peter Seppanen-Laakso, Tuulikki Nygren, Heli Sivasiddarthan, Dhinakaran Penttilä, Merja Oja, Merja Biotechnol Biofuels Research BACKGROUND: Trichoderma reesei is one of the main sources of biomass-hydrolyzing enzymes for the biotechnology industry. There is a need for improving its enzyme production efficiency. The use of metabolic modeling for the simulation and prediction of this organism’s metabolism is potentially a valuable tool for improving its capabilities. An accurate metabolic model is needed to perform metabolic modeling analysis. RESULTS: A whole-genome metabolic model of T. reesei has been reconstructed together with metabolic models of 55 related species using the metabolic model reconstruction algorithm CoReCo. The previously published CoReCo method has been improved to obtain better quality models. The main improvements are the creation of a unified database of reactions and compounds and the use of reaction directions as constraints in the gap-filling step of the algorithm. In addition, the biomass composition of T. reesei has been measured experimentally to build and include a specific biomass equation in the model. CONCLUSIONS: The improvements presented in this work on the CoReCo pipeline for metabolic model reconstruction resulted in higher-quality metabolic models compared with previous versions. A metabolic model of T. reesei has been created and is publicly available in the BIOMODELS database. The model contains a biomass equation, reaction boundaries and uptake/export reactions which make it ready for simulation. To validate the model, we dem1onstrate that the model is able to predict biomass production accurately and no stoichiometrically infeasible yields are detected. The new T. reesei model is ready to be used for simulations of protein production processes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13068-016-0665-0) contains supplementary material, which is available to authorized users. BioMed Central 2016-11-21 /pmc/articles/PMC5117618/ /pubmed/27895706 http://dx.doi.org/10.1186/s13068-016-0665-0 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Castillo, Sandra Barth, Dorothee Arvas, Mikko Pakula, Tiina M. Pitkänen, Esa Blomberg, Peter Seppanen-Laakso, Tuulikki Nygren, Heli Sivasiddarthan, Dhinakaran Penttilä, Merja Oja, Merja Whole-genome metabolic model of Trichoderma reesei built by comparative reconstruction |
title | Whole-genome metabolic model of Trichoderma reesei built by comparative reconstruction |
title_full | Whole-genome metabolic model of Trichoderma reesei built by comparative reconstruction |
title_fullStr | Whole-genome metabolic model of Trichoderma reesei built by comparative reconstruction |
title_full_unstemmed | Whole-genome metabolic model of Trichoderma reesei built by comparative reconstruction |
title_short | Whole-genome metabolic model of Trichoderma reesei built by comparative reconstruction |
title_sort | whole-genome metabolic model of trichoderma reesei built by comparative reconstruction |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5117618/ https://www.ncbi.nlm.nih.gov/pubmed/27895706 http://dx.doi.org/10.1186/s13068-016-0665-0 |
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