Literature DB >> 28510232

Network modelling of gene regulation.

Joshua W K Ho1, Michael A Charleston2,3.   

Abstract

Gene regulatory network (GRN) modelling has gained increasing attention in the past decade. Many computational modelling techniques have been proposed to facilitate the inference and analysis of GRN. However, there is often confusion about the aim of GRN modelling, and how a gene network model can be fully utilised as a tool for systems biology. The aim of the present article is to provide an overview of this rapidly expanding subject. In particular, we review some fundamental concepts of systems biology and discuss the role of network modelling in understanding complex biological systems. Several commonly used network modelling paradigms are surveyed with emphasis on their practical use in systems biology research.

Keywords:  Bioinformatics; Gene regulatory network; Systems biology

Year:  2010        PMID: 28510232      PMCID: PMC5418390          DOI: 10.1007/s12551-010-0041-4

Source DB:  PubMed          Journal:  Biophys Rev        ISSN: 1867-2450


  100 in total

1.  KEGG: kyoto encyclopedia of genes and genomes.

Authors:  M Kanehisa; S Goto
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

2.  Modeling gene expression with differential equations.

Authors:  T Chen; H L He; G M Church
Journal:  Pac Symp Biocomput       Date:  1999

Review 3.  Gene networks: how to put the function in genomics.

Authors:  Paul Brazhnik; Alberto de la Fuente; Pedro Mendes
Journal:  Trends Biotechnol       Date:  2002-11       Impact factor: 19.536

Review 4.  Petri Net representations in systems biology.

Authors:  J W Pinney; D R Westhead; G A McConkey
Journal:  Biochem Soc Trans       Date:  2003-12       Impact factor: 5.407

5.  Network motifs: simple building blocks of complex networks.

Authors:  R Milo; S Shen-Orr; S Itzkovitz; N Kashtan; D Chklovskii; U Alon
Journal:  Science       Date:  2002-10-25       Impact factor: 47.728

6.  JASPAR: an open-access database for eukaryotic transcription factor binding profiles.

Authors:  Albin Sandelin; Wynand Alkema; Pär Engström; Wyeth W Wasserman; Boris Lenhard
Journal:  Nucleic Acids Res       Date:  2004-01-01       Impact factor: 16.971

7.  A probabilistic methodology for integrating knowledge and experiments on biological networks.

Authors:  Irit Gat-Viks; Amos Tanay; Daniela Raijman; Ron Shamir
Journal:  J Comput Biol       Date:  2006-03       Impact factor: 1.479

Review 8.  RNA-Seq: a revolutionary tool for transcriptomics.

Authors:  Zhong Wang; Mark Gerstein; Michael Snyder
Journal:  Nat Rev Genet       Date:  2009-01       Impact factor: 53.242

9.  The clinical applications of a systems approach.

Authors:  Andrew C Ahn; Muneesh Tewari; Chi-Sang Poon; Russell S Phillips
Journal:  PLoS Med       Date:  2006-05-23       Impact factor: 11.069

10.  PID: the Pathway Interaction Database.

Authors:  Carl F Schaefer; Kira Anthony; Shiva Krupa; Jeffrey Buchoff; Matthew Day; Timo Hannay; Kenneth H Buetow
Journal:  Nucleic Acids Res       Date:  2008-10-02       Impact factor: 16.971

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  1 in total

1.  Local difference measures between complex networks for dynamical system model evaluation.

Authors:  Stefan Lange; Jonathan F Donges; Jan Volkholz; Jürgen Kurths
Journal:  PLoS One       Date:  2015-04-09       Impact factor: 3.240

  1 in total

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