Bioinformatics Vol. 19 no. 18 2003
pages 2502-2504
© 2003 Oxford University Press
Applications Note |
Characterizing gene sets with FuncAssociate
1 Harvard Medical School, Department of Biological Chemistry and Molecular Pharmacology, 250 Longwood Avenue, Boston, MA 02115, USA, 2 Millennium Pharmaceuticals, One Kendall Square, Cambridge, MA 02139, USA and 3 Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY 10021, USA
Received on April 2, 2003
; revised on June 26, 2003
; accepted on July 8, 2003
Summary: FuncAssociate is a web-based tool to help researchers use Gene Ontology attributes to characterize large sets of genes derived from experiment. Distinguishing features of FuncAssociate include the ability to handle ranked input lists, and a Monte Carlo simulation approach that is more appropriate to determine significance than other methods, such as Bonferroni or
idák p-value correction. FuncAssociate currently supports 10 organisms (Vibrio cholerae, Shewanella oneidensis, Saccharomyces cerevisiae, Schizosaccharomyces pombe, Arabidopsis thaliana, Caenorhaebditis elegans, Drosophila melanogaster, Mus musculus, Rattus norvegicus and Homo sapiens).
Availability: FuncAssociate is freely accessible at http://llama.med.harvard.edu/Software.html. Source code (in Perl and C) is freely available to academic users as is.
Contact: fritz_roth{at}hms.harvard.edu
* To whom correspondence should be addressed.
![]()
CiteULike
Connotea
Del.icio.us What's this?
This article has been cited by other articles:
![]() |
S. R. Ramakrishnan, C. Vogel, T. Kwon, L. O. Penalva, E. M. Marcotte, and D. P. Miranker Mining gene functional networks to improve mass-spectrometry-based protein identification Bioinformatics, November 15, 2009; 25(22): 2955 - 2961. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. F. Berriz, J. E. Beaver, C. Cenik, M. Tasan, and F. P. Roth Next generation software for functional trend analysis Bioinformatics, November 15, 2009; 25(22): 3043 - 3044. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Bhattacharya and R. K. De Bi-correlation clustering algorithm for determining a set of co-regulated genes Bioinformatics, November 1, 2009; 25(21): 2795 - 2801. [Abstract] [Full Text] [PDF] |
||||
![]() |
Z.-F. Jiang and C. A. Machado Evolution of Sex-Dependent Gene Expression in Three Recently Diverged Species of Drosophila Genetics, November 1, 2009; 183(3): 1175 - 1185. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. C. Deo and F. P. Roth Pathways of the Heart Circ Cardiovasc Genet, August 1, 2009; 2(4): 303 - 305. [Full Text] [PDF] |
||||
![]() |
A. V. Antonov, S. Dietmann, P. Wong, D. Lutter, and H. W. Mewes GeneSet2miRNA: finding the signature of cooperative miRNA activities in the gene lists Nucleic Acids Res., July 1, 2009; 37(suppl_2): W323 - W328. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. R. Ramakrishnan, C. Vogel, J. T. Prince, R. Wang, Z. Li, L. O. Penalva, M. Myers, E. M. Marcotte, and D. P. Miranker Integrating shotgun proteomics and mRNA expression data to improve protein identification Bioinformatics, June 1, 2009; 25(11): 1397 - 1403. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. Plyusnin, L. Holm, and M. Kankainen LOCP--locating pilus operons in Gram-positive bacteria Bioinformatics, May 1, 2009; 25(9): 1187 - 1188. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Knoth, M. S. Salus, T. Girke, and T. Eulgem The Synthetic Elicitor 3,5-Dichloroanthranilic Acid Induces NPR1-Dependent and NPR1-Independent Mechanisms of Disease Resistance in Arabidopsis Plant Physiology, May 1, 2009; 150(1): 333 - 347. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Zhu, K. J.R.P. Byers, R. P. McCord, Z. Shi, M. F. Berger, D. E. Newburger, K. Saulrieta, Z. Smith, M. V. Shah, M. Radhakrishnan, et al. High-resolution DNA-binding specificity analysis of yeast transcription factors Genome Res., April 1, 2009; 19(4): 556 - 566. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Krejci, F. Bernard, B. E. Housden, S. Collins, and S. J. Bray Direct Response to Notch Activation: Signaling Crosstalk and Incoherent Logic Sci. Signal., January 27, 2009; 2(55): ra1 - ra1. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. A. Sartor, G. D. Leikauf, and M. Medvedovic LRpath: a logistic regression approach for identifying enriched biological groups in gene expression data Bioinformatics, January 15, 2009; 25(2): 211 - 217. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. W. Huang, B. T. Sherman, and R. A. Lempicki Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists Nucleic Acids Res., January 1, 2009; 37(1): 1 - 13. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Menon, Q. Zhang, Y. Zhang, D. Fermin, N. Bardeesy, R. A. DePinho, C. Lu, S. M. Hanash, G. S. Omenn, and D. J. States Identification of Novel Alternative Splice Isoforms of Circulating Proteins in a Mouse Model of Human Pancreatic Cancer Cancer Res., January 1, 2009; 69(1): 300 - 309. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. D. Lewis, A. Asnani, and R. E. Gerszten Application of Metabolomics to Cardiovascular Biomarker and Pathway Discovery J. Am. Coll. Cardiol., July 8, 2008; 52(2): 117 - 123. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. E. Gerszten, F. Accurso, G. R. Bernard, R. M. Caprioli, E. W. Klee, G. G. Klee, I. Kullo, T. A. Laguna, F. P. Roth, M. Sabatine, et al. Challenges in translating plasma proteomics from bench to bedside: update from the NHLBI Clinical Proteomics Programs Am J Physiol Lung Cell Mol Physiol, July 1, 2008; 295(1): L16 - L22. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. V. Antonov, T. Schmidt, Y. Wang, and H. W. Mewes ProfCom: a web tool for profiling the complex functionality of gene groups identified from high-throughput data Nucleic Acids Res., July 1, 2008; 36(suppl_2): W347 - W351. [Abstract] [Full Text] [PDF] |
||||
![]() |
Q. Zheng and X.-J. Wang GOEAST: a web-based software toolkit for Gene Ontology enrichment analysis Nucleic Acids Res., July 1, 2008; 36(suppl_2): W358 - W363. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Al-Shahrour, J. Carbonell, P. Minguez, S. Goetz, A. Conesa, J. Tarraga, I. Medina, E. Alloza, D. Montaner, and J. Dopazo Babelomics: advanced functional profiling of transcriptomics, proteomics and genomics experiments Nucleic Acids Res., July 1, 2008; 36(suppl_2): W341 - W346. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Bhattacharya and R. K. De Divisive Correlation Clustering Algorithm (DCCA) for grouping of genes: detecting varying patterns in expression profiles Bioinformatics, June 1, 2008; 24(11): 1359 - 1366. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. Nettleton, J. Recknor, and J. M. Reecy Identification of differentially expressed gene categories in microarray studies using nonparametric multivariate analysis Bioinformatics, January 15, 2008; 24(2): 192 - 201. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. A. F. Noor, D. A. Garfield, S. W. Schaeffer, and C. A. Machado Divergence Between the Drosophila pseudoobscura and D. persimilis Genome Sequences in Relation to Chromosomal Inversions Genetics, November 1, 2007; 177(3): 1417 - 1428. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. T. Witten, C. T. L. Chen, and B. A. Cohen Complex Genetic Changes in Strains of Saccharomyces cerevisiae Derived by Selection in the Laboratory Genetics, September 1, 2007; 177(1): 449 - 456. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Reimand, M. Kull, H. Peterson, J. Hansen, and J. Vilo g:Profiler--a web-based toolset for functional profiling of gene lists from large-scale experiments Nucleic Acids Res., July 13, 2007; 35(suppl_2): W193 - W200. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. W. Huang, B. T. Sherman, Q. Tan, J. Kir, D. Liu, D. Bryant, Y. Guo, R. Stephens, M. W. Baseler, H. C. Lane, et al. DAVID Bioinformatics Resources: expanded annotation database and novel algorithms to better extract biology from large gene lists Nucleic Acids Res., July 13, 2007; 35(suppl_2): W169 - W175. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. Lerman and B. E. Shakhnovich Defining functional distance using manifold embeddings of gene ontology annotations PNAS, July 3, 2007; 104(27): 11334 - 11339. [Abstract] [Full Text] [PDF] |
||||
![]() |
V. Vermeirssen, M. I. Barrasa, C. A. Hidalgo, J. A. B. Babon, R. Sequerra, L. Doucette-Stamm, A.-L. Barabasi, and A. J.M. Walhout Transcription factor modularity in a gene-centered C. elegans core neuronal protein-DNA interaction network Genome Res., July 1, 2007; 17(7): 1061 - 1071. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Liu, J. M. Hughes-Oliver, and J. A. Menius Jr Domain-enhanced analysis of microarray data using GO annotations Bioinformatics, May 15, 2007; 23(10): 1225 - 1234. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Z. Ni, L. Grate, J. P. Donohue, C. Preston, N. Nobida, G. O'Brien, L. Shiue, T. A. Clark, J. E. Blume, and M. Ares Jr. Ultraconserved elements are associated with homeostatic control of splicing regulators by alternative splicing and nonsense-mediated decay Genes & Dev., March 15, 2007; 21(6): 708 - 718. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Ye and E. Eskin Discovering tightly regulated and differentially expressed gene sets in whole genome expression data Bioinformatics, January 15, 2007; 23(2): e84 - e90. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. M. McCarthy, S. M. Bridges, N. Wang, G. B. Magee, W. P. Williams, D. S. Luthe, and S. C. Burgess AgBase: a unified resource for functional analysis in agriculture Nucleic Acids Res., January 12, 2007; 35(suppl_1): D599 - D603. [Abstract] [Full Text] [PDF] |
||||
![]() |
X. Liu and L. Wang Computing the maximum similarity bi-clusters of gene expression data Bioinformatics, January 1, 2007; 23(1): 50 - 56. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. M. Waters, J. G. Pounds, and B. D. Thrall Data merging for integrated microarray and proteomic analysis Briefings in Functional Genomics, December 1, 2006; 5(4): 261 - 272. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Kankainen, G. Brader, P. Toronen, E. T. Palva, and L. Holm Identifying functional gene sets from hierarchically clustered expression data: map of abiotic stress regulated genes in Arabidopsis thaliana Nucleic Acids Res., October 6, 2006; 34(18): e124 - e124. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. L. Auld, A. L. Hitchcock, H. K. Doherty, S. Frietze, L. S. Huang, and P. A. Silver The Conserved ATPase Get3/Arr4 Modulates the Activity of Membrane-Associated Proteins in Saccharomyces cerevisiae Genetics, September 1, 2006; 174(1): 215 - 227. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Prelic, S. Bleuler, P. Zimmermann, A. Wille, P. Buhlmann, W. Gruissem, L. Hennig, L. Thiele, and E. Zitzler A systematic comparison and evaluation of biclustering methods for gene expression data Bioinformatics, May 1, 2006; 22(9): 1122 - 1129. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Bachand, D. H. Lackner, J. Bahler, and P. A. Silver Autoregulation of Ribosome Biosynthesis by a Translational Response in Fission Yeast Mol. Cell. Biol., March 1, 2006; 26(5): 1731 - 1742. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. D. Edwards, P. E. Anderson, A. Hall, N. S. Salathia, J. C.W. Locke, J. R. Lynn, M. Straume, J. Q. Smith, and A. J. Millar FLOWERING LOCUS C Mediates Natural Variation in the High-Temperature Response of the Arabidopsis Circadian Clock PLANT CELL, March 1, 2006; 18(3): 639 - 650. [Abstract] [Full Text] [PDF] |
||||
![]() |
B. Titz, S. Thomas, S. V. Rajagopala, T. Chiba, T. Ito, and P. Uetz Transcriptional activators in yeast Nucleic Acids Res., February 7, 2006; 34(3): 955 - 967. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. S. Sabatine, E. Liu, D. A. Morrow, E. Heller, R. McCarroll, R. Wiegand, G. F. Berriz, F. P. Roth, and R. E. Gerszten Metabolomic Identification of Novel Biomarkers of Myocardial Ischemia Circulation, December 20, 2005; 112(25): 3868 - 3875. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Subramanian, P. Tamayo, V. K. Mootha, S. Mukherjee, B. L. Ebert, M. A. Gillette, A. Paulovich, S. L. Pomeroy, T. R. Golub, E. S. Lander, et al. From the Cover: Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles PNAS, October 25, 2005; 102(43): 15545 - 15550. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. Tian, S. A. Greenberg, S. W. Kong, J. Altschuler, I. S. Kohane, and P. J. Park Discovering statistically significant pathways in expression profiling studies PNAS, September 20, 2005; 102(38): 13544 - 13549. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. Khatri and S. Draghici Ontological analysis of gene expression data: current tools, limitations, and open problems Bioinformatics, September 15, 2005; 21(18): 3587 - 3595. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Yu, W. Sun, S. Yuan, and K.-C. Li Study of coordinative gene expression at the biological process level Bioinformatics, September 15, 2005; 21(18): 3651 - 3657. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Maere, K. Heymans, and M. Kuiper BiNGO: a Cytoscape plugin to assess overrepresentation of Gene Ontology categories in Biological Networks Bioinformatics, August 15, 2005; 21(16): 3448 - 3449. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. Khatri, S. Sellamuthu, P. Malhotra, K. Amin, A. Done, and S. Draghici Recent additions and improvements to the Onto-Tools Nucleic Acids Res., July 1, 2005; 33(suppl_2): W762 - W765. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. M. Casolari, C. R. Brown, D. A. Drubin, O. J. Rando, and P. A. Silver Developmentally induced changes in transcriptional program alter spatial organization across chromosomes Genes & Dev., May 15, 2005; 19(10): 1188 - 1198. [Abstract] [Full Text] [PDF] |
||||
![]() |
W. T. Barry, A. B. Nobel, and F. A. Wright Significance analysis of functional categories in gene expression studies: a structured permutation approach Bioinformatics, May 1, 2005; 21(9): 1943 - 1949. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. R. Pinto, L. A. Cowart, Y. A. Hannun, B. Rohrer, and J. S. Almeida Local correlation of expression profiles with gene annotations--proof of concept for a general conciliatory method Bioinformatics, April 1, 2005; 21(7): 1037 - 1045. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. Hieronymus, M. C. Yu, and P. A. Silver Genome-wide mRNA surveillance is coupled to mRNA export Genes & Dev., November 1, 2004; 18(21): 2652 - 2662. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. C. Yu, F. Bachand, A. E. McBride, S. Komili, J. M. Casolari, and P. A. Silver Arginine methyltransferase affects interactions and recruitment of mRNA processing and export factors Genes & Dev., August 15, 2004; 18(16): 2024 - 2035. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Barriot, J. Poix, A. Groppi, A. Barre, N. Goffard, D. Sherman, I. Dutour, and A. de Daruvar New strategy for the representation and the integration of biomolecular knowledge at a cellular scale Nucleic Acids Res., July 7, 2004; 32(12): 3581 - 3589. [Abstract] [Full Text] [PDF] |
||||















