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A review of computational tools for design and reconstruction of metabolic pathways
Metabolic pathways reflect an organism's chemical repertoire and hence their elucidation and design have been a primary goal in metabolic engineering. Various computational methods have been developed to design novel metabolic pathways while taking into account several prerequisites such as pat...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
KeAi Publishing
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5851934/ https://www.ncbi.nlm.nih.gov/pubmed/29552648 http://dx.doi.org/10.1016/j.synbio.2017.11.002 |
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author | Wang, Lin Dash, Satyakam Ng, Chiam Yu Maranas, Costas D. |
author_facet | Wang, Lin Dash, Satyakam Ng, Chiam Yu Maranas, Costas D. |
author_sort | Wang, Lin |
collection | PubMed |
description | Metabolic pathways reflect an organism's chemical repertoire and hence their elucidation and design have been a primary goal in metabolic engineering. Various computational methods have been developed to design novel metabolic pathways while taking into account several prerequisites such as pathway stoichiometry, thermodynamics, host compatibility, and enzyme availability. The choice of the method is often determined by the nature of the metabolites of interest and preferred host organism, along with computational complexity and availability of software tools. In this paper, we review different computational approaches used to design metabolic pathways based on the reaction network representation of the database (i.e., graph or stoichiometric matrix) and the search algorithm (i.e., graph search, flux balance analysis, or retrosynthetic search). We also put forth a systematic workflow that can be implemented in projects requiring pathway design and highlight current limitations and obstacles in computational pathway design. |
format | Online Article Text |
id | pubmed-5851934 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | KeAi Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-58519342018-03-16 A review of computational tools for design and reconstruction of metabolic pathways Wang, Lin Dash, Satyakam Ng, Chiam Yu Maranas, Costas D. Synth Syst Biotechnol Article Metabolic pathways reflect an organism's chemical repertoire and hence their elucidation and design have been a primary goal in metabolic engineering. Various computational methods have been developed to design novel metabolic pathways while taking into account several prerequisites such as pathway stoichiometry, thermodynamics, host compatibility, and enzyme availability. The choice of the method is often determined by the nature of the metabolites of interest and preferred host organism, along with computational complexity and availability of software tools. In this paper, we review different computational approaches used to design metabolic pathways based on the reaction network representation of the database (i.e., graph or stoichiometric matrix) and the search algorithm (i.e., graph search, flux balance analysis, or retrosynthetic search). We also put forth a systematic workflow that can be implemented in projects requiring pathway design and highlight current limitations and obstacles in computational pathway design. KeAi Publishing 2017-11-15 /pmc/articles/PMC5851934/ /pubmed/29552648 http://dx.doi.org/10.1016/j.synbio.2017.11.002 Text en © 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Wang, Lin Dash, Satyakam Ng, Chiam Yu Maranas, Costas D. A review of computational tools for design and reconstruction of metabolic pathways |
title | A review of computational tools for design and reconstruction of metabolic pathways |
title_full | A review of computational tools for design and reconstruction of metabolic pathways |
title_fullStr | A review of computational tools for design and reconstruction of metabolic pathways |
title_full_unstemmed | A review of computational tools for design and reconstruction of metabolic pathways |
title_short | A review of computational tools for design and reconstruction of metabolic pathways |
title_sort | review of computational tools for design and reconstruction of metabolic pathways |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5851934/ https://www.ncbi.nlm.nih.gov/pubmed/29552648 http://dx.doi.org/10.1016/j.synbio.2017.11.002 |
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