Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Fukushima, Atsushi, Kanaya, Shigehiko, Nishida, Kozo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
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
_version_ 1782342576711401472
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