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The Genome-Scale Integrated Networks in Microorganisms
The genome-scale cellular network has become a necessary tool in the systematic analysis of microbes. In a cell, there are several layers (i.e., types) of the molecular networks, for example, genome-scale metabolic network (GMN), transcriptional regulatory network (TRN), and signal transduction netw...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5829631/ https://www.ncbi.nlm.nih.gov/pubmed/29527198 http://dx.doi.org/10.3389/fmicb.2018.00296 |
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author | Hao, Tong Wu, Dan Zhao, Lingxuan Wang, Qian Wang, Edwin Sun, Jinsheng |
author_facet | Hao, Tong Wu, Dan Zhao, Lingxuan Wang, Qian Wang, Edwin Sun, Jinsheng |
author_sort | Hao, Tong |
collection | PubMed |
description | The genome-scale cellular network has become a necessary tool in the systematic analysis of microbes. In a cell, there are several layers (i.e., types) of the molecular networks, for example, genome-scale metabolic network (GMN), transcriptional regulatory network (TRN), and signal transduction network (STN). It has been realized that the limitation and inaccuracy of the prediction exist just using only a single-layer network. Therefore, the integrated network constructed based on the networks of the three types attracts more interests. The function of a biological process in living cells is usually performed by the interaction of biological components. Therefore, it is necessary to integrate and analyze all the related components at the systems level for the comprehensively and correctly realizing the physiological function in living organisms. In this review, we discussed three representative genome-scale cellular networks: GMN, TRN, and STN, representing different levels (i.e., metabolism, gene regulation, and cellular signaling) of a cell’s activities. Furthermore, we discussed the integration of the networks of the three types. With more understanding on the complexity of microbial cells, the development of integrated network has become an inevitable trend in analyzing genome-scale cellular networks of microorganisms. |
format | Online Article Text |
id | pubmed-5829631 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-58296312018-03-09 The Genome-Scale Integrated Networks in Microorganisms Hao, Tong Wu, Dan Zhao, Lingxuan Wang, Qian Wang, Edwin Sun, Jinsheng Front Microbiol Microbiology The genome-scale cellular network has become a necessary tool in the systematic analysis of microbes. In a cell, there are several layers (i.e., types) of the molecular networks, for example, genome-scale metabolic network (GMN), transcriptional regulatory network (TRN), and signal transduction network (STN). It has been realized that the limitation and inaccuracy of the prediction exist just using only a single-layer network. Therefore, the integrated network constructed based on the networks of the three types attracts more interests. The function of a biological process in living cells is usually performed by the interaction of biological components. Therefore, it is necessary to integrate and analyze all the related components at the systems level for the comprehensively and correctly realizing the physiological function in living organisms. In this review, we discussed three representative genome-scale cellular networks: GMN, TRN, and STN, representing different levels (i.e., metabolism, gene regulation, and cellular signaling) of a cell’s activities. Furthermore, we discussed the integration of the networks of the three types. With more understanding on the complexity of microbial cells, the development of integrated network has become an inevitable trend in analyzing genome-scale cellular networks of microorganisms. Frontiers Media S.A. 2018-02-23 /pmc/articles/PMC5829631/ /pubmed/29527198 http://dx.doi.org/10.3389/fmicb.2018.00296 Text en Copyright © 2018 Hao, Wu, Zhao, Wang, Wang and Sun. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Hao, Tong Wu, Dan Zhao, Lingxuan Wang, Qian Wang, Edwin Sun, Jinsheng The Genome-Scale Integrated Networks in Microorganisms |
title | The Genome-Scale Integrated Networks in Microorganisms |
title_full | The Genome-Scale Integrated Networks in Microorganisms |
title_fullStr | The Genome-Scale Integrated Networks in Microorganisms |
title_full_unstemmed | The Genome-Scale Integrated Networks in Microorganisms |
title_short | The Genome-Scale Integrated Networks in Microorganisms |
title_sort | genome-scale integrated networks in microorganisms |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5829631/ https://www.ncbi.nlm.nih.gov/pubmed/29527198 http://dx.doi.org/10.3389/fmicb.2018.00296 |
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