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Integrated network analysis and effective tools in plant systems biology
One of the ultimate goals in plant systems biology is to elucidate the genotype-phenotype relationship in plant cellular systems. Integrated network analysis that combines omics data with mathematical models has received particular attention. Here we focus on the latest cutting-edge computational ad...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4219401/ https://www.ncbi.nlm.nih.gov/pubmed/25408696 http://dx.doi.org/10.3389/fpls.2014.00598 |
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author | Fukushima, Atsushi Kanaya, Shigehiko Nishida, Kozo |
author_facet | Fukushima, Atsushi Kanaya, Shigehiko Nishida, Kozo |
author_sort | Fukushima, Atsushi |
collection | PubMed |
description | One of the ultimate goals in plant systems biology is to elucidate the genotype-phenotype relationship in plant cellular systems. Integrated network analysis that combines omics data with mathematical models has received particular attention. Here we focus on the latest cutting-edge computational advances that facilitate their combination. We highlight (1) network visualization tools, (2) pathway analyses, (3) genome-scale metabolic reconstruction, and (4) the integration of high-throughput experimental data and mathematical models. Multi-omics data that contain the genome, transcriptome, proteome, and metabolome and mathematical models are expected to integrate and expand our knowledge of complex plant metabolisms. |
format | Online Article Text |
id | pubmed-4219401 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-42194012014-11-18 Integrated network analysis and effective tools in plant systems biology Fukushima, Atsushi Kanaya, Shigehiko Nishida, Kozo Front Plant Sci Plant Science One of the ultimate goals in plant systems biology is to elucidate the genotype-phenotype relationship in plant cellular systems. Integrated network analysis that combines omics data with mathematical models has received particular attention. Here we focus on the latest cutting-edge computational advances that facilitate their combination. We highlight (1) network visualization tools, (2) pathway analyses, (3) genome-scale metabolic reconstruction, and (4) the integration of high-throughput experimental data and mathematical models. Multi-omics data that contain the genome, transcriptome, proteome, and metabolome and mathematical models are expected to integrate and expand our knowledge of complex plant metabolisms. Frontiers Media S.A. 2014-11-04 /pmc/articles/PMC4219401/ /pubmed/25408696 http://dx.doi.org/10.3389/fpls.2014.00598 Text en Copyright © 2014 Fukushima, Kanaya and Nishida. 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) or licensor 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 | Plant Science Fukushima, Atsushi Kanaya, Shigehiko Nishida, Kozo Integrated network analysis and effective tools in plant systems biology |
title | Integrated network analysis and effective tools in plant systems biology |
title_full | Integrated network analysis and effective tools in plant systems biology |
title_fullStr | Integrated network analysis and effective tools in plant systems biology |
title_full_unstemmed | Integrated network analysis and effective tools in plant systems biology |
title_short | Integrated network analysis and effective tools in plant systems biology |
title_sort | integrated network analysis and effective tools in plant systems biology |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4219401/ https://www.ncbi.nlm.nih.gov/pubmed/25408696 http://dx.doi.org/10.3389/fpls.2014.00598 |
work_keys_str_mv | AT fukushimaatsushi integratednetworkanalysisandeffectivetoolsinplantsystemsbiology AT kanayashigehiko integratednetworkanalysisandeffectivetoolsinplantsystemsbiology AT nishidakozo integratednetworkanalysisandeffectivetoolsinplantsystemsbiology |