Literature DB >> 24307703

Cascade: a R package to study, predict and simulate the diffusion of a signal through a temporal gene network.

Nicolas Jung1, Frédéric Bertrand, Seiamak Bahram, Laurent Vallat, Myriam Maumy-Bertrand.   

Abstract

SUMMARY: Temporal gene interactions, in response to environmental stress, form a complex system that can be efficiently described using gene regulatory networks. They allow highlighting the more influential genes and spotting some targets for biological intervention experiments. Despite that many reverse engineering tools have been designed, the Cascade package is an integrated solution adding several new and original key features such as the ability to predict changes in gene expressions after a biological perturbation in the network and graphical outputs that allow monitoring the spread of a signal through the network.
AVAILABILITY AND IMPLEMENTATION: The R package Cascade is available online at http://www-math.u-strasbg.fr/genpred/spip.php?rubrique4.

Mesh:

Year:  2013        PMID: 24307703     DOI: 10.1093/bioinformatics/btt705

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  5 in total

1.  Temporal multiomic modeling reveals a B-cell receptor proliferative program in chronic lymphocytic leukemia.

Authors:  Frederic Bertrand; Laurent Vallat; Cedric Schleiss; Raphael Carapito; Luc-Matthieu Fornecker; Leslie Muller; Nicodème Paul; Ouria Tahar; Angelique Pichot; Manuela Tavian; Alina Nicolae; Laurent Miguet; Laurent Mauvieux; Raoul Herbrecht; Sarah Cianferani; Jean-Noel Freund; Christine Carapito; Myriam Maumy-Bertrand; Seiamak Bahram
Journal:  Leukemia       Date:  2021-04-08       Impact factor: 11.528

2.  Gene Regulation Network Based Analysis Associated with TGF-βeta Stimulation in Lung Adenocarcinoma Cells.

Authors:  Lin Hua; Hong Xia; Wei-Ying Zheng; Li An
Journal:  Iran J Biotechnol       Date:  2017-03       Impact factor: 1.671

3.  Computational Phosphorylation Network Reconstruction: An Update on Methods and Resources.

Authors:  Min Zhang; Guangyou Duan
Journal:  Methods Mol Biol       Date:  2021

4.  Gene Cascade Finder: A tool for identification of gene cascades and its application in Caenorhabditis elegans.

Authors:  Yusuke Nomoto; Yukihiro Kubota; Yuto Ohnishi; Kota Kasahara; Aimi Tomita; Takehiro Oshime; Hiroki Yamashita; Muhamad Fahmi; Masahiro Ito
Journal:  PLoS One       Date:  2019-09-10       Impact factor: 3.240

5.  selectBoost: a general algorithm to enhance the performance of variable selection methods.

Authors:  Frédéric Bertrand; Ismaïl Aouadi; Nicolas Jung; Raphael Carapito; Laurent Vallat; Seiamak Bahram; Myriam Maumy-Bertrand
Journal:  Bioinformatics       Date:  2021-05-05       Impact factor: 6.937

  5 in total

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