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Gene Expression Dynamics Inspector (GEDI): for integrative analysis of expression profilesGenome-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.
Document ID
20050155419
Acquisition Source
Ames Research Center
Document Type
Reprint (Version printed in journal)
Authors
Eichler, Gabriel S.
(Children's Hospital/Harvard Medical School Boston, MA 02115, United States)
Huang, Sui
Ingber, Donald E.
Date Acquired
August 23, 2013
Publication Date
November 22, 2003
Publication Information
Publication: Bioinformatics (Oxford, England)
Volume: 19
Issue: 17
ISSN: 1367-4803
Subject Category
Man/System Technology And Life Support
Report/Patent Number
ISSN: 1367-4803
Funding Number(s)
CONTRACT_GRANT: NAG2-1501
Distribution Limits
Public
Copyright
Other
Keywords
Database Management Systems
Information Storage and Retrieval/methods
Algorithms
Gene Expression Profiling/methods
Computer Graphics
Software
User-Computer Interface
Systems Integration
Databases, Genetic
Time Factors
Research Support, U.S. Gov't, Non-P.H.S
Research Support, U.S. Gov't, P.H.S

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