Literature DB >> 14630665

Gene Expression Dynamics Inspector (GEDI): for integrative analysis of expression profiles.

Gabriel S Eichler1, Sui Huang, Donald E Ingber.   

Abstract

UNLABELLED: Genome-wide expression profiles contain global patterns that evade visual detection in current gene clustering analysis. Here, a Gene Expression Dynamics Inspector (GEDI) is described that uses self-organizing maps to translate high-dimensional expression profiles of time courses or sample classes into animated, coherent and robust mosaics images. GEDI facilitates identification of interesting patterns of molecular activity simultaneously across gene, time and sample space without prior assumption of any structure in the data, and then permits the user to retrieve genes of interest. Important changes in genome-wide activities may be quickly identified based on 'Gestalt' recognition and hence, GEDI may be especially useful for non-specialist end users, such as physicians. AVAILABILITY: GEDI v1.0 is written in Matlab, and binary Matlab.dll files which require Matlab to run can be downloaded for free by academic institutions at http://www.chip.org/~ge/gedihome.html SUPPLEMENTARY INFORMATION: http://www.chip.org/~ge/gedihome.html

Mesh:

Year:  2003        PMID: 14630665     DOI: 10.1093/bioinformatics/btg307

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


  106 in total

1.  Dynamics of cellular level function and regulation derived from murine expression array data.

Authors:  Benjamin de Bivort; Sui Huang; Yaneer Bar-Yam
Journal:  Proc Natl Acad Sci U S A       Date:  2004-12-14       Impact factor: 11.205

2.  Analysis of time-series gene expression data: methods, challenges, and opportunities.

Authors:  I P Androulakis; E Yang; R R Almon
Journal:  Annu Rev Biomed Eng       Date:  2007       Impact factor: 9.590

3.  UPLC-ESI-TOFMS-based metabolomics and gene expression dynamics inspector self-organizing metabolomic maps as tools for understanding the cellular response to ionizing radiation.

Authors:  Andrew D Patterson; Henghong Li; Gabriel S Eichler; Kristopher W Krausz; John N Weinstein; Albert J Fornace; Frank J Gonzalez; Jeffrey R Idle
Journal:  Anal Chem       Date:  2008-01-04       Impact factor: 6.986

4.  Recapitulating maladaptive, multiscale remodeling of failing myocardium on a chip.

Authors:  Megan L McCain; Sean P Sheehy; Anna Grosberg; Josue A Goss; Kevin Kit Parker
Journal:  Proc Natl Acad Sci U S A       Date:  2013-05-28       Impact factor: 11.205

5.  Structuring Microbial Metabolic Responses to Multiplexed Stimuli via Self-Organizing Metabolomics Maps.

Authors:  Cody R Goodwin; Brett C Covington; Dagmara K Derewacz; C Ruth McNees; John P Wikswo; John A McLean; Brian O Bachmann
Journal:  Chem Biol       Date:  2015-04-30

6.  Corticosteroids are associated with repression of adaptive immunity gene programs in pediatric septic shock.

Authors:  Hector R Wong; Natalie Z Cvijanovich; Geoffrey L Allen; Neal J Thomas; Robert J Freishtat; Nick Anas; Keith Meyer; Paul A Checchia; Scott L Weiss; Thomas P Shanley; Michael T Bigham; Sharon Banschbach; Eileen Beckman; Kelli Harmon; Jerry J Zimmerman
Journal:  Am J Respir Crit Care Med       Date:  2014-04-15       Impact factor: 21.405

7.  Engineering challenges for instrumenting and controlling integrated organ-on-chip systems.

Authors:  John P Wikswo; Frank E Block; David E Cliffel; Cody R Goodwin; Christina C Marasco; Dmitry A Markov; David L McLean; John A McLean; Jennifer R McKenzie; Ronald S Reiserer; Philip C Samson; David K Schaffer; Kevin T Seale; Stacy D Sherrod
Journal:  IEEE Trans Biomed Eng       Date:  2013-02-01       Impact factor: 4.538

8.  Developing a clinically feasible personalized medicine approach to pediatric septic shock.

Authors:  Hector R Wong; Natalie Z Cvijanovich; Nick Anas; Geoffrey L Allen; Neal J Thomas; Michael T Bigham; Scott L Weiss; Julie Fitzgerald; Paul A Checchia; Keith Meyer; Thomas P Shanley; Michael Quasney; Mark Hall; Rainer Gedeit; Robert J Freishtat; Jeffrey Nowak; Raj S Shekhar; Shira Gertz; Emily Dawson; Kelli Howard; Kelli Harmon; Eileen Beckman; Erin Frank; Christopher J Lindsell
Journal:  Am J Respir Crit Care Med       Date:  2015-02-01       Impact factor: 21.405

9.  Mapping calcium phosphate activated gene networks as a strategy for targeted osteoinduction of human progenitors.

Authors:  Jeroen Eyckmans; Scott J Roberts; Johanna Bolander; Jan Schrooten; Christopher S Chen; Frank P Luyten
Journal:  Biomaterials       Date:  2013-03-26       Impact factor: 12.479

10.  Disease progression and solid tumor survival: a transcriptome decoherence model.

Authors:  Adrian E Platts; Claudia Lalancette; Benjamin R Emery; Douglas T Carrell; Stephen A Krawetz
Journal:  Mol Cell Probes       Date:  2009-10-14       Impact factor: 2.365

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