Cargando…

Toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria

Cyanobacteria are essential primary producers in marine ecosystems, playing an important role in both carbon and nitrogen cycles. In the last decade, various genome sequencing and metagenomic projects have generated large amounts of genetic data for cyanobacteria. This wealth of data provides resear...

Descripción completa

Detalles Bibliográficos
Autores principales: Hernández-Prieto, Miguel A., Semeniuk, Trudi A., Futschik, Matthias E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4079066/
https://www.ncbi.nlm.nih.gov/pubmed/25071821
http://dx.doi.org/10.3389/fgene.2014.00191
_version_ 1782323810757771264
author Hernández-Prieto, Miguel A.
Semeniuk, Trudi A.
Futschik, Matthias E.
author_facet Hernández-Prieto, Miguel A.
Semeniuk, Trudi A.
Futschik, Matthias E.
author_sort Hernández-Prieto, Miguel A.
collection PubMed
description Cyanobacteria are essential primary producers in marine ecosystems, playing an important role in both carbon and nitrogen cycles. In the last decade, various genome sequencing and metagenomic projects have generated large amounts of genetic data for cyanobacteria. This wealth of data provides researchers with a new basis for the study of molecular adaptation, ecology and evolution of cyanobacteria, as well as for developing biotechnological applications. It also facilitates the use of multiplex techniques, i.e., expression profiling by high-throughput technologies such as microarrays, RNA-seq, and proteomics. However, exploration and analysis of these data is challenging, and often requires advanced computational methods. Also, they need to be integrated into our existing framework of knowledge to use them to draw reliable biological conclusions. Here, systems biology provides important tools. Especially, the construction and analysis of molecular networks has emerged as a powerful systems-level framework, with which to integrate such data, and to better understand biological relevant processes in these organisms. In this review, we provide an overview of the advances and experimental approaches undertaken using multiplex data from genomic, transcriptomic, proteomic, and metabolomic studies in cyanobacteria. Furthermore, we summarize currently available web-based tools dedicated to cyanobacteria, i.e., CyanoBase, CyanoEXpress, ProPortal, Cyanorak, CyanoBIKE, and CINPER. Finally, we present a case study for the freshwater model cyanobacteria, Synechocystis sp. PCC6803, to show the power of meta-analysis, and the potential to extrapolate acquired knowledge to the ecologically important marine cyanobacteria genus, Prochlorococcus.
format Online
Article
Text
id pubmed-4079066
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-40790662014-07-28 Toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria Hernández-Prieto, Miguel A. Semeniuk, Trudi A. Futschik, Matthias E. Front Genet Physiology Cyanobacteria are essential primary producers in marine ecosystems, playing an important role in both carbon and nitrogen cycles. In the last decade, various genome sequencing and metagenomic projects have generated large amounts of genetic data for cyanobacteria. This wealth of data provides researchers with a new basis for the study of molecular adaptation, ecology and evolution of cyanobacteria, as well as for developing biotechnological applications. It also facilitates the use of multiplex techniques, i.e., expression profiling by high-throughput technologies such as microarrays, RNA-seq, and proteomics. However, exploration and analysis of these data is challenging, and often requires advanced computational methods. Also, they need to be integrated into our existing framework of knowledge to use them to draw reliable biological conclusions. Here, systems biology provides important tools. Especially, the construction and analysis of molecular networks has emerged as a powerful systems-level framework, with which to integrate such data, and to better understand biological relevant processes in these organisms. In this review, we provide an overview of the advances and experimental approaches undertaken using multiplex data from genomic, transcriptomic, proteomic, and metabolomic studies in cyanobacteria. Furthermore, we summarize currently available web-based tools dedicated to cyanobacteria, i.e., CyanoBase, CyanoEXpress, ProPortal, Cyanorak, CyanoBIKE, and CINPER. Finally, we present a case study for the freshwater model cyanobacteria, Synechocystis sp. PCC6803, to show the power of meta-analysis, and the potential to extrapolate acquired knowledge to the ecologically important marine cyanobacteria genus, Prochlorococcus. Frontiers Media S.A. 2014-07-02 /pmc/articles/PMC4079066/ /pubmed/25071821 http://dx.doi.org/10.3389/fgene.2014.00191 Text en Copyright © 2014 Hernández-Prieto, Semeniuk and Futschik. http://creativecommons.org/licenses/by/3.0/ 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 Physiology
Hernández-Prieto, Miguel A.
Semeniuk, Trudi A.
Futschik, Matthias E.
Toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria
title Toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria
title_full Toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria
title_fullStr Toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria
title_full_unstemmed Toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria
title_short Toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria
title_sort toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4079066/
https://www.ncbi.nlm.nih.gov/pubmed/25071821
http://dx.doi.org/10.3389/fgene.2014.00191
work_keys_str_mv AT hernandezprietomiguela towardasystemslevelunderstandingofgeneregulatoryproteininteractionandmetabolicnetworksincyanobacteria
AT semeniuktrudia towardasystemslevelunderstandingofgeneregulatoryproteininteractionandmetabolicnetworksincyanobacteria
AT futschikmatthiase towardasystemslevelunderstandingofgeneregulatoryproteininteractionandmetabolicnetworksincyanobacteria