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Cellular Metabolic Network Analysis: Discovering Important Reactions in Treponema pallidum
T. pallidum, the syphilis-causing pathogen, performs very differently in metabolism compared with other bacterial pathogens. The desire for safe and effective vaccine of syphilis requests identification of important steps in T. pallidum's metabolism. Here, we apply Flux Balance Analysis to repr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4606156/ https://www.ncbi.nlm.nih.gov/pubmed/26495292 http://dx.doi.org/10.1155/2015/328568 |
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author | Chen, Xueying Zhao, Min Qu, Hong |
author_facet | Chen, Xueying Zhao, Min Qu, Hong |
author_sort | Chen, Xueying |
collection | PubMed |
description | T. pallidum, the syphilis-causing pathogen, performs very differently in metabolism compared with other bacterial pathogens. The desire for safe and effective vaccine of syphilis requests identification of important steps in T. pallidum's metabolism. Here, we apply Flux Balance Analysis to represent the reactions quantitatively. Thus, it is possible to cluster all reactions in T. pallidum. By calculating minimal cut sets and analyzing topological structure for the metabolic network of T. pallidum, critical reactions are identified. As a comparison, we also apply the analytical approaches to the metabolic network of H. pylori to find coregulated drug targets and unique drug targets for different microorganisms. Based on the clustering results, all reactions are further classified into various roles. Therefore, the general picture of their metabolic network is obtained and two types of reactions, both of which are involved in nucleic acid metabolism, are found to be essential for T. pallidum. It is also discovered that both hubs of reactions and the isolated reactions in purine and pyrimidine metabolisms play important roles in T. pallidum. These reactions could be potential drug targets for treating syphilis. |
format | Online Article Text |
id | pubmed-4606156 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-46061562015-10-22 Cellular Metabolic Network Analysis: Discovering Important Reactions in Treponema pallidum Chen, Xueying Zhao, Min Qu, Hong Biomed Res Int Research Article T. pallidum, the syphilis-causing pathogen, performs very differently in metabolism compared with other bacterial pathogens. The desire for safe and effective vaccine of syphilis requests identification of important steps in T. pallidum's metabolism. Here, we apply Flux Balance Analysis to represent the reactions quantitatively. Thus, it is possible to cluster all reactions in T. pallidum. By calculating minimal cut sets and analyzing topological structure for the metabolic network of T. pallidum, critical reactions are identified. As a comparison, we also apply the analytical approaches to the metabolic network of H. pylori to find coregulated drug targets and unique drug targets for different microorganisms. Based on the clustering results, all reactions are further classified into various roles. Therefore, the general picture of their metabolic network is obtained and two types of reactions, both of which are involved in nucleic acid metabolism, are found to be essential for T. pallidum. It is also discovered that both hubs of reactions and the isolated reactions in purine and pyrimidine metabolisms play important roles in T. pallidum. These reactions could be potential drug targets for treating syphilis. Hindawi Publishing Corporation 2015 2015-10-01 /pmc/articles/PMC4606156/ /pubmed/26495292 http://dx.doi.org/10.1155/2015/328568 Text en Copyright © 2015 Xueying Chen et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Chen, Xueying Zhao, Min Qu, Hong Cellular Metabolic Network Analysis: Discovering Important Reactions in Treponema pallidum |
title | Cellular Metabolic Network Analysis: Discovering Important Reactions in Treponema pallidum
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title_full | Cellular Metabolic Network Analysis: Discovering Important Reactions in Treponema pallidum
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title_fullStr | Cellular Metabolic Network Analysis: Discovering Important Reactions in Treponema pallidum
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title_full_unstemmed | Cellular Metabolic Network Analysis: Discovering Important Reactions in Treponema pallidum
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title_short | Cellular Metabolic Network Analysis: Discovering Important Reactions in Treponema pallidum
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title_sort | cellular metabolic network analysis: discovering important reactions in treponema pallidum |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4606156/ https://www.ncbi.nlm.nih.gov/pubmed/26495292 http://dx.doi.org/10.1155/2015/328568 |
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