Literature DB >> 35113401

Current Challenges in Plant Systems Biology.

Danilo de Menezes Daloso1, Thomas C R Williams2.   

Abstract

Plants, as biological systems, are organized and regulated by a complex network of interactions from the genetic to the morphological level and suffer substantial influence from the environment. Reductionist approaches have been widely used in plant biology but have failed to reveal the mechanisms by which plants can growth under adverse conditions. It seems likely, therefore, that to understand the complexity of plant metabolic responses it is necessary to adopt non-reductionist approaches such as those from systems biology. Although such approaches seem methodologically complex to perform and difficult to interpret, they have been successfully applied in both metabolic and gene expression networks in a wide range of microorganisms and more recently in plants. Given the advance of techniques that allow complex analysis of plant cells, high quantities of data are currently generated and are available for in silico analysis and mathematical modeling. It is increasingly recognized, therefore, that the use of different methods such as graph analysis and dynamic network modeling are needed to better understand this abundance of information. However, before these practical advances, one of the main challenges currently in plant biology is to change the paradigm from the classical reductionism to the systemic level, which requires not only scientific but also educational changes.
© 2021. Springer Nature Switzerland AG.

Entities:  

Keywords:  Biological network; Genome-scale metabolic models; Mathematical modeling; Metabolic fluxes; Systems biology

Mesh:

Year:  2021        PMID: 35113401     DOI: 10.1007/978-3-030-80352-0_9

Source DB:  PubMed          Journal:  Adv Exp Med Biol        ISSN: 0065-2598            Impact factor:   2.622


  76 in total

Review 1.  Network biology: understanding the cell's functional organization.

Authors:  Albert-László Barabási; Zoltán N Oltvai
Journal:  Nat Rev Genet       Date:  2004-02       Impact factor: 53.242

2.  Why is it so difficult to identify a single indicator of water stress in plants? A proposal for a multivariate analysis to assess emergent properties.

Authors:  S C Bertolli; P Mazzafera; G M Souza
Journal:  Plant Biol (Stuttg)       Date:  2013-10-15       Impact factor: 3.081

3.  The role of light in soybean seed filling metabolism.

Authors:  Doug K Allen; John B Ohlrogge; Yair Shachar-Hill
Journal:  Plant J       Date:  2008-12-10       Impact factor: 6.417

4.  Bottom-up Metabolic Reconstruction of Arabidopsis and Its Application to Determining the Metabolic Costs of Enzyme Production.

Authors:  Anne Arnold; Zoran Nikoloski
Journal:  Plant Physiol       Date:  2014-05-07       Impact factor: 8.340

5.  Carbon and nitrogen provisions alter the metabolic flux in developing soybean embryos.

Authors:  Doug K Allen; Jamey D Young
Journal:  Plant Physiol       Date:  2013-01-11       Impact factor: 8.340

6.  Regulation of Primary Metabolism in Response to Low Oxygen Availability as Revealed by Carbon and Nitrogen Isotope Redistribution.

Authors:  Carla António; Carola Päpke; Marcio Rocha; Houssein Diab; Anis M Limami; Toshihiro Obata; Alisdair R Fernie; Joost T van Dongen
Journal:  Plant Physiol       Date:  2015-11-09       Impact factor: 8.340

7.  Global organization of metabolic fluxes in the bacterium Escherichia coli.

Authors:  E Almaas; B Kovács; T Vicsek; Z N Oltvai; A-L Barabási
Journal:  Nature       Date:  2004-02-26       Impact factor: 49.962

Review 8.  The nature of systems biology.

Authors:  Frank J Bruggeman; Hans V Westerhoff
Journal:  Trends Microbiol       Date:  2006-11-20       Impact factor: 17.079

9.  Metabolite pools and carbon flow during C4 photosynthesis in maize: 13CO2 labeling kinetics and cell type fractionation.

Authors:  Stéphanie Arrivault; Toshihiro Obata; Marek Szecówka; Virginie Mengin; Manuela Guenther; Melanie Hoehne; Alisdair R Fernie; Mark Stitt
Journal:  J Exp Bot       Date:  2016-11-07       Impact factor: 6.992

10.  Network Connectance Analysis as a Tool to Understand Homeostasis of Plants under Environmental Changes.

Authors:  Suzana C Bertolli; Hilton F Vítolo; Gustavo M Souza
Journal:  Plants (Basel)       Date:  2013-07-10
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