J-Express: exploring gene expression data using Java
- PMID: 11301307
- DOI: 10.1093/bioinformatics/17.4.369
J-Express: exploring gene expression data using Java
Abstract
J-Express is a Java application that allows the user to analyze gene expression (microarray) data in a flexible way giving access to multidimensional scaling, clustering, and visualization methods in an integrated manner. Specifically, J-Express includes implementations of hierarchical clustering, k-means, principal component analysis, and self-organizing maps. At present, it does not include methods for comparing two or more experiments for differentially expressed genes. The application is completely portable and requires only that a Java runtime environment 1.2 is installed on the system. Its efficiency allows interactive clustering of thousands of expression profiles on standard personal computers.
Similar articles
-
Genesis: cluster analysis of microarray data.Bioinformatics. 2002 Jan;18(1):207-8. doi: 10.1093/bioinformatics/18.1.207. Bioinformatics. 2002. PMID: 11836235
-
GeneCluster 2.0: an advanced toolset for bioarray analysis.Bioinformatics. 2004 Jul 22;20(11):1797-8. doi: 10.1093/bioinformatics/bth138. Epub 2004 Feb 26. Bioinformatics. 2004. PMID: 14988123
-
Analyzing and visualizing expression data with Spotfire.Curr Protoc Bioinformatics. 2004 Oct;Chapter 7:Unit 7.9. doi: 10.1002/0471250953.bi0709s7. Curr Protoc Bioinformatics. 2004. PMID: 18428735
-
Binary tree-structured vector quantization approach to clustering and visualizing microarray data.Bioinformatics. 2002;18 Suppl 1:S111-9. doi: 10.1093/bioinformatics/18.suppl_1.s111. Bioinformatics. 2002. PMID: 12169538
-
Clustering microarray data.Methods Enzymol. 2006;411:194-213. doi: 10.1016/S0076-6879(06)11010-1. Methods Enzymol. 2006. PMID: 16939791 Review.
Cited by
-
A unique set of 6 circulating microRNAs for early detection of non-small cell lung cancer.Oncotarget. 2016 Jun 14;7(24):37250-37259. doi: 10.18632/oncotarget.9363. Oncotarget. 2016. PMID: 27191990 Free PMC article.
-
Metal dyshomeostasis and inflammation in Alzheimer's and Parkinson's diseases: possible impact of environmental exposures.Oxid Med Cell Longev. 2013;2013:726954. doi: 10.1155/2013/726954. Epub 2013 Apr 17. Oxid Med Cell Longev. 2013. PMID: 23710288 Free PMC article. Review.
-
A Cross-Sectional Study of the Prevalence of Gastrointestinal Symptoms and Pathology in Patients With Common Variable Immunodeficiency.Am J Gastroenterol. 2016 Oct;111(10):1467-1475. doi: 10.1038/ajg.2016.329. Epub 2016 Aug 16. Am J Gastroenterol. 2016. PMID: 27527747
-
New aspects regarding evolution and virulence of Listeria monocytogenes revealed by comparative genomics and DNA arrays.Infect Immun. 2004 Feb;72(2):1072-83. doi: 10.1128/IAI.72.2.1072-1083.2004. Infect Immun. 2004. PMID: 14742555 Free PMC article.
-
Acute myeloid leukemias with reciprocal rearrangements can be distinguished by specific gene expression profiles.Proc Natl Acad Sci U S A. 2002 Jul 23;99(15):10008-13. doi: 10.1073/pnas.142103599. Epub 2002 Jul 8. Proc Natl Acad Sci U S A. 2002. PMID: 12105272 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources