Literature DB >> 23110896

Modeling regulatory networks to understand plant development: small is beautiful.

Alistair M Middleton1, Etienne Farcot, Markus R Owen, Teva Vernoux.   

Abstract

We now have unprecedented capability to generate large data sets on the myriad genes and molecular players that regulate plant development. Networks of interactions between systems components can be derived from that data in various ways and can be used to develop mathematical models of various degrees of sophistication. Here, we discuss why, in many cases, it is productive to focus on small networks. We provide a brief and accessible introduction to relevant mathematical and computational approaches to model regulatory networks and discuss examples of small network models that have helped generate new insights into plant biology (where small is beautiful), such as in circadian rhythms, hormone signaling, and tissue patterning. We conclude by outlining some of the key technical and modeling challenges for the future.

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Mesh:

Year:  2012        PMID: 23110896      PMCID: PMC3517225          DOI: 10.1105/tpc.112.101840

Source DB:  PubMed          Journal:  Plant Cell        ISSN: 1040-4651            Impact factor:   11.277


  77 in total

1.  Protein complexes and functional modules in molecular networks.

Authors:  Victor Spirin; Leonid A Mirny
Journal:  Proc Natl Acad Sci U S A       Date:  2003-09-29       Impact factor: 11.205

2.  The Arabidopsis thaliana flower organ specification gene regulatory network determines a robust differentiation process.

Authors:  Yara-Elena Sánchez-Corrales; Elena R Alvarez-Buylla; Luis Mendoza
Journal:  J Theor Biol       Date:  2010-03-18       Impact factor: 2.691

Review 3.  Systems biology: parameter estimation for biochemical models.

Authors:  Maksat Ashyraliyev; Yves Fomekong-Nanfack; Jaap A Kaandorp; Joke G Blom
Journal:  FEBS J       Date:  2009-02       Impact factor: 5.542

4.  The OR control system of bacteriophage lambda. A physical-chemical model for gene regulation.

Authors:  M A Shea; G K Ackers
Journal:  J Mol Biol       Date:  1985-01-20       Impact factor: 5.469

5.  Cytokinin signaling as a positional cue for patterning the apical-basal axis of the growing Arabidopsis shoot meristem.

Authors:  Vijay S Chickarmane; Sean P Gordon; Paul T Tarr; Marcus G Heisler; Elliot M Meyerowitz
Journal:  Proc Natl Acad Sci U S A       Date:  2012-02-15       Impact factor: 11.205

6.  Modelling genetic networks with noisy and varied experimental data: the circadian clock in Arabidopsis thaliana.

Authors:  J C W Locke; A J Millar; M S Turner
Journal:  J Theor Biol       Date:  2005-01-22       Impact factor: 2.691

Review 7.  Functional roles for noise in genetic circuits.

Authors:  Avigdor Eldar; Michael B Elowitz
Journal:  Nature       Date:  2010-09-09       Impact factor: 49.962

8.  Dynamics of the genetic regulatory network for Arabidopsis thaliana flower morphogenesis.

Authors:  L Mendoza; E R Alvarez-Buylla
Journal:  J Theor Biol       Date:  1998-07-27       Impact factor: 2.691

9.  The PS-IAA4/5-like family of early auxin-inducible mRNAs in Arabidopsis thaliana.

Authors:  S Abel; M D Nguyen; A Theologis
Journal:  J Mol Biol       Date:  1995-08-25       Impact factor: 5.469

10.  Experimental validation of a predicted feedback loop in the multi-oscillator clock of Arabidopsis thaliana.

Authors:  James C W Locke; László Kozma-Bognár; Peter D Gould; Balázs Fehér; Eva Kevei; Ferenc Nagy; Matthew S Turner; Anthony Hall; Andrew J Millar
Journal:  Mol Syst Biol       Date:  2006-11-14       Impact factor: 11.429

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  15 in total

Review 1.  Root systems biology: integrative modeling across scales, from gene regulatory networks to the rhizosphere.

Authors:  Kristine Hill; Silvana Porco; Guillaume Lobet; Susan Zappala; Sacha Mooney; Xavier Draye; Malcolm J Bennett
Journal:  Plant Physiol       Date:  2013-10-18       Impact factor: 8.340

2.  The Nucleolar Fibrillarin Protein Is Required for Helper Virus-Independent Long-Distance Trafficking of a Subviral Satellite RNA in Plants.

Authors:  Chih-Hao Chang; Fu-Chen Hsu; Shu-Chuan Lee; Yih-Shan Lo; Jiun-Da Wang; Jane Shaw; Michael Taliansky; Ban-Yang Chang; Yau-Heiu Hsu; Na-Sheng Lin
Journal:  Plant Cell       Date:  2016-10-04       Impact factor: 11.277

Review 3.  Plant and animal stem cells: similar yet different.

Authors:  Renze Heidstra; Sabrina Sabatini
Journal:  Nat Rev Mol Cell Biol       Date:  2014-05       Impact factor: 94.444

4.  Light intensity modulates the regulatory network of the shade avoidance response in Arabidopsis.

Authors:  Micha Hersch; Séverine Lorrain; Mieke de Wit; Martine Trevisan; Karin Ljung; Sven Bergmann; Christian Fankhauser
Journal:  Proc Natl Acad Sci U S A       Date:  2014-04-14       Impact factor: 11.205

5.  In silico plant biology comes of age.

Authors:  Nancy A Eckardt; Malcolm Bennett
Journal:  Plant Cell       Date:  2012-10-30       Impact factor: 11.277

6.  An interdisciplinary view on dynamic models for plant genetics and morphogenesis: scope, examples and emerging research avenues.

Authors:  Mariana Benítez
Journal:  Front Plant Sci       Date:  2013-01-31       Impact factor: 5.753

7.  Gene regulatory networks in plants: learning causality from time and perturbation.

Authors:  Gabriel Krouk; Jesse Lingeman; Amy Marshall Colon; Gloria Coruzzi; Dennis Shasha
Journal:  Genome Biol       Date:  2013-06-27       Impact factor: 13.583

8.  Vertex-element models for anisotropic growth of elongated plant organs.

Authors:  John A Fozard; Mikaël Lucas; John R King; Oliver E Jensen
Journal:  Front Plant Sci       Date:  2013-07-10       Impact factor: 5.753

9.  Genome-scale cold stress response regulatory networks in ten Arabidopsis thaliana ecotypes.

Authors:  Pankaj Barah; Naresh Doni Jayavelu; Simon Rasmussen; Henrik Bjørn Nielsen; John Mundy; Atle M Bones
Journal:  BMC Genomics       Date:  2013-10-22       Impact factor: 3.969

10.  Network component analysis provides quantitative insights on an Arabidopsis transcription factor-gene regulatory network.

Authors:  Ashish Misra; Ganesh Sriram
Journal:  BMC Syst Biol       Date:  2013-11-14
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