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= Enrichment Map Genesets = | = Enrichment Map Gene Sets = |
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[[http://baderlab.org/Software/EnrichmentMap|EnrichmentMap]] is a Cytoscape plugin developed in the Baderlab to help visualize, navigate and analyze functional enrichment results as generated from programs such as [[http://www.broadinstitute.org/gsea/index.jsp|Gene Set Enrichment Analysis(GSEA)]], [[http://www.psb.ugent.be/cbd/papers/BiNGO/Home.html|BiNGO]], or [[http://david.abcc.ncifcrf.gov/summary.jsp|David]]. Some enrichment programs, such as GSEA, allow the user to search against their own gene set database. As annotation (gene set) sources are regularly updated as new information is discovered we set up an automated system to update our gene set collections so we are always using the most up-to-date annotations. If you use these gene sets, please cite our [[http://www.ncbi.nlm.nih.gov/pubmed/21085593|Enrichment Map paper]]. <<BR>><<BR>> '''Important Note (January 2016) - with the latest build of pathways we have removed KEGG from the main compilation set of pathways. If you would like to include KEGG in your analysis the sets are located in the misc/ directory and can be appended to your gmt file.''' <<BR>><<BR>> Important Note (April 2012) - Genesets files from December 2011, January 2012, Februrary 2012, and March 2012 had an error in the up-propagation of GO. Up-propagation only followed the ''is-a'' relationship and did not follow the ''part-of'' relationship which translates into missing annotations. This primarily effects genesets in GO cellular compartment. |
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* Enrichment Map Genesets are a set of Gene Set files in GMT format (compatible with [[http://www.broadinstitute.org/gsea/index.jsp| GSEA]]) updated '''monthly''' from original source locations available with: | * Gene Set Files can be downloaded from : [[http://download.baderlab.org/EM_Genesets/]] * Enrichment Map Gene Sets are a set of Gene Set files in GMT format (compatible with [[http://www.broadinstitute.org/gsea/index.jsp| GSEA]]) updated '''monthly''' from original source locations available with: |
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* The GMT File format contains one gene set per line. Each line contains: | * The GMT File format contains one Gene Set per line. Each line contains: |
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* Name = Gene set Name | Gene set Source | Gene set Source identifier * Example --> ATP-dependent protein binding|GO|GO:0043008 '''OR''' arginine biosynthesis IV|HUMANCYC|ARGININE-SYN4-PWY * Description = Gene set Name |
* Name = Gene Set Name % Gene Set Source % Gene Set Source identifier * Example --> ATP-dependent protein binding%GO%GO:0043008 '''OR''' arginine biosynthesis IV%HUMANCYC%ARGININE-SYN4-PWY * Description = Gene Set Name |
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* ''' IMPORTANT NOTE: Originally we used the "|" to separate information in the Name field but we came across issues with this separator in GSEA so we changed to "%". The "%" was used as of the December 2011 build.''' * In the main directory (current_release/Human/symbol) there are 5 primary files to choose from: 1. Human_GO_AllPathways_with_GO_iea_{Date}_{ID}.gmt – contains genesets from all 3 divisions of GO (biological process, molecular function, cellular component) '''including''' annotations that have evidence code IEA (inferred from electronic annotation), ND (no biological data available), and RCA (inferred from reviewed computational analysis) and all pathway resources. 1. Human_GO_AllPathways_no_GO_iea_{Date}_{ID}.gmt – contains genesets from all 3 divisions of GO (biological process, molecular function, cellular component) '''excluding''' annotations that have evidence code IEA (inferred from electronic annotation), ND (no biological data available), and RCA (inferred from reviewed computational analysis) and all pathway resources. 1. Human_GOBP_AllPathways_with_GO_iea_{Date}_{ID}.gmt – contains only genesets from GO biological process '''including''' annotations that have evidence code IEA (inferred from electronic annotation), ND (no biological data available), and RCA (inferred from reviewed computational analysis) and all pathway resources. 1. '''Human_GOBP_AllPathways_no_GO_iea_{Date}_{ID}.gmt – (recommended file)''' contains only genesets from GO biological process '''excluding''' annotations that have evidence code IEA (inferred from electronic annotation), ND (no biological data available), and RCA (inferred from reviewed computational analysis) and all pathway resources. 1. Human_AllPathways_{Date}_{ID}.gmt – contains only genesets from all pathways resources. == Current Stats == * Human - http://download.baderlab.org/EM_Genesets/current_release/Human/Summary_Geneset_Counts.txt * Mouse - http://download.baderlab.org/EM_Genesets/current_release/Mouse/Summary_Geneset_Counts.txt |
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|| [[http://www.genome.jp/kegg/|KEGG]] || KEGG ftp site (July 2011) || GMT || Symbol || static as of July 1, 2011 || 236 || || [[http://www.broadinstitute.org/gsea/msigdb/index.jsp|Msigdb - c2]] <<BR>> (other + Biocarta) || static (needs to be updated manually) || GMT || Entrez gene || sporadically || Biocarta - 217<<BR>> Other - 47 || || [[http://pid.nci.nih.gov/|NCI]] || [[http://pid.nci.nih.gov/download.shtml|NCI]] || BioPAX || Entrez gene || sporadically || 219 pathways || || IOB || directly from IOB - static (July 2011) || BioPAX || Entrez gene || sporadically || 35 pathways - <<BR>> 10 are the same as !CellMap,<<BR>> 1 is the same as !NetPath|| || [[http://www.netpath.org/browse/|NetPath]] || (scripted grab of file numbered 1-25) || BioPAX || Entrez gene || static || 25 pathways - <<BR>> 12 are cancer pathways (10 are !CellMap) <<BR>> 13 are immunity pathways || || [[http://humancyc.org/|HumanCyc]] || scripted grab of zipped release from password protected website. || BioPAX || !UniProt || updated periodically || 249 Pathways || || [[http://www.reactome.org/ReactomeGWT/entrypoint.html|Reactome]] || scripted grab of zipped release from website || BioPAX || !UniProt || updated release || 1117 pathways (release 37) || || [[http://www.ebi.ac.uk/GO/|GO]] || scripted grab from EBI ftp site (human) || GAF || Uniprot || released once a month || 13,034 no GO IEA <<BR>> 15,181 with GO IEA || || [[http://www.broadinstitute.org/gsea/msigdb/index.jsp|Msigdb - c3]] <<BR>> Specialty GMTs <<BR>> mirs, transcription factors || grab from Msigdb || GMT || Entrez gene || sporadically || 221 miRs <<BR>> 616 TFs || |
|| [[http://www.genome.jp/kegg/|KEGG]] ([[#ref1|1]]) - '''no longer included in main gmt file (January 2016)'''|| KEGG ftp site (July 2011) || GMT || Symbol || static as of July 1, 2011 || 236 || || [[http://www.broadinstitute.org/gsea/msigdb/index.jsp|Msigdb - c2]] ([[#ref2|2]]) <<BR>> (other + Biocarta) || manual download from Msigdb || GMT || Entrez gene || sporadically || Biocarta - 217<<BR>> Other - 47 || || [[http://pid.nci.nih.gov/|NCI]] ([[#ref3|3]]) || scripted download of zipped release from website || BioPAX || Entrez gene || sporadically || 219 pathways || || [[http://www.ibioinformatics.org/|Institute of Bioinformatics (IOB)]] || received directly from IOB - static (July 2011) || BioPAX || Entrez gene || sporadically || 35 pathways - <<BR>> 10 are the same as !CellMap,<<BR>> 1 is the same as !NetPath|| || [[http://www.netpath.org/browse/|NetPath]]([[#ref4|4]]) <<BR>> [also from IOB] || scripted download of files numbered 1-25 || BioPAX || Entrez gene || static || 25 pathways - <<BR>> 12 are cancer pathways (10 are !CellMap) <<BR>> 13 are immunity pathways || || [[http://humancyc.org/|HumanCyc]] ([[#ref5|5]]) || scripted download of zipped release from password protected website. || BioPAX || !UniProt || updated periodically || 249 Pathways || || [[http://www.reactome.org/ReactomeGWT/entrypoint.html|Reactome]] ([[#ref6|6]]) || scripted download of zipped release from website || BioPAX || !UniProt || updated release || 1117 pathways (release 37) || || [[http://www.ebi.ac.uk/GO/|GO]] ([[#ref7|7]]) || scripted download from EBI ftp site (human) || GAF || Uniprot || released once a month || 13,034 no GO IEA <<BR>> 15,181 with GO IEA || || [[http://www.broadinstitute.org/gsea/msigdb/index.jsp|Msigdb - c3]] ([[#ref2|2]]) <<BR>> Specialty GMTs <<BR>> mirs, transcription factors || manual download from Msigdb || GMT || Entrez gene || sporadically || 221 miRs <<BR>> 616 TFs || || [[http://www.pantherdb.org/pathway/|Panther]] ([[#ref8|8]]) || scripted download of biopax archive || BioPAX || !UniProt || updated periodically || 307 Pathways || |
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|| [[http://www.reactome.org/ReactomeGWT/entrypoint.html|Reactome]] || scripted grab of zipped release from website || BioPAX || !UniProt || updated release || 946 pathways (release 37) || || [[http://www.informatics.jax.org/mgihome/GO/project.shtml|GO]] || scripted grab from MGI ftp site (mouse) || GAF || MGI || released once a month || 14,563 no GO IEA <<BR>> 15,041 with GO IEA || || [[http://www.genome.jp/kegg/|KEGG]] || ''translated from Human using Homologene'' || GMT || Entrez gene || static as of July 1, 2011 || 236 || || [[http://www.broadinstitute.org/gsea/msigdb/index.jsp|Msigdb - c2]] <<BR>> (other + Biocarta)|| ''translated from Human using Homologene'' || GMT || Entrez gene || sporadically || total 880:<<BR>> Kegg -186<<BR>> Reactome - 430<<BR>> Biocarta - 217<<BR>> Other - 47 || || [[http://pid.nci.nih.gov/|NCI]] || ''translated from Human using Homologene'' || GMT || Entrez gene || sporadically || 219 pathways || || IOB || ''translated from Human using Homologene'' || GMT || Entrez gene || sporadically || 35 pathways - <<BR>> 10 are the same as !CellMap,<<BR>> 1 is the same as !NetPath|| || [[http://www.netpath.org/browse/|NetPath]] || ''translated from Human using Homologene'' || GMT || Entrez gene || static || 25 pathways - <<BR>> 12 are cancer pathways (10 are !CellMap) <<BR>> 13 are immunity pathways || || [[http://humancyc.org/|HumanCyc]] || ''translated from Human using Homologene'' || GMT || Entrez gene || updated periodically || 249 Pathways || |
|| [[http://www.reactome.org/ReactomeGWT/entrypoint.html|Reactome]] ([[#ref6|6]]) || scripted download of zipped release from website || BioPAX || !UniProt || updated release || 946 pathways (release 37) || || [[http://www.informatics.jax.org/mgihome/GO/project.shtml|GO]] ([[#ref7|7]]) || scripted download from MGI ftp site (mouse) || GAF || MGI || released once a month || 14,563 no GO IEA <<BR>> 15,041 with GO IEA || || [[http://www.genome.jp/kegg/|KEGG]] ([[#ref1|1]]) || ''translated from Human using Homologene'' || GMT || Entrez gene || static as of July 1, 2011 || 236 || || [[http://www.broadinstitute.org/gsea/msigdb/index.jsp|Msigdb - c2]] ([[#ref2|2]]) <<BR>> (other + Biocarta)|| ''translated from Human using Homologene'' || GMT || Entrez gene || sporadically || total 880:<<BR>> Kegg -186<<BR>> Reactome - 430<<BR>> Biocarta - 217<<BR>> Other - 47 || || [[http://pid.nci.nih.gov/|NCI]] ([[#ref3|3]]) || ''translated from Human using Homologene'' || GMT || Entrez gene || sporadically || 219 pathways || || [[http://www.ibioinformatics.org/|Institute of Bioinformatics (IOB)]] || ''translated from Human using Homologene'' || GMT || Entrez gene || sporadically || 35 pathways - <<BR>> 10 are the same as !CellMap,<<BR>> 1 is the same as !NetPath|| || [[http://www.netpath.org/browse/|NetPath]] ([[#ref4|4]]) <<BR>> [also from IOB] || ''translated from Human using Homologene'' || GMT || Entrez gene || static || 25 pathways - <<BR>> 12 are cancer pathways (10 are !CellMap) <<BR>> 13 are immunity pathways || || [[http://humancyc.org/|HumanCyc]] ([[#ref5|5]]) || ''translated from Human using Homologene'' || GMT || Entrez gene || updated periodically || 249 Pathways || || [[http://www.pantherdb.org/pathway/|Panther]] ([[#ref8|8]]) || ''translated from Human using Homologene'' || BioPAX || !UniProt || updated periodically || 307 Pathways || |
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== Specialty Gene Sets == * The bulk of our genesets are groupings from similar biological processes, pathways and functional annotations but there are a few additional collections of sets that we don't group with them. They include: 1. '''miRs''' - sets consisting of all the targets for a given microRNA. * miR genesets are retrieved from Msigdb c3 collection. 1. '''Transcription Factors''' - sets consisting of all the targets for a given transcription factor. * TF genesets are retrieved from Msigdb c3 collection. 1. '''Disease Phenotype''' - sets consisting of all known proteins associated with the given disease. * Disease phenotype genesets are retrieved from the [[http://www.human-phenotype-ontology.org/|Human phenotype ontology]]. Genes associated with a particular disease are annotated to it. In addition, in the same style as the Gene Ontology, the relationship between each disease is stored creating an ontology of diseases. Annotations are up-propagated to related disease terms. 1. '''Drugs Targets''' - sets consisting of all the known or predicted targets for a given drug. * Drug target information is retrieved from [[http://www.drugbank.ca/downloads|drugbank]]. Drugbank is a resource containing 6711 drug entries including 1447 FDA-approved small molecule drugs, 131 FDA-approved biotech (protein/peptide) drugs, 85 nutraceuticals and 5080 experimental drugs. In addition to the compilation of all drugs contained in drugbank geneset files are also created for each of the defined drug categories including approved, experimental, illicit, nutraceutical, and small molecule. |
|
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* In each <identifier> directory There are amalgamated gene set files: | * In each <identifier> directory There are amalgamated Gene Set files: |
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== Creating customized Genesets == 1. Download the desired gene set files you would like to use in your customized set. (For example Human_IOB_Entrezgene.gmt Human_NetPath_Entrezgene.gmt ) |
== Creating customized Gene Sets == 1. Download the desired gene set files you would like to use in your customized set and concatenate the files.<<BR>>For example, to combine Human_IOB_Entrezgene.gmt Human_NetPath_Entrezgene.gmt, you can use the following linux command: |
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== References == 1. <<Anchor(ref1)>> Kanehisa M, Goto S, Sato Y, Furumichi M, Tanabe M. '''KEGG for integration and interpretation of large-scale molecular data sets.''' Nucleic Acids Res. 2011 Nov 10. PMID: 22080510 <<BR>> [[http://www.ncbi.nlm.nih.gov/pubmed/22080510|Pubmed]] 2. <<Anchor(ref2)>> Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, Paulovich A, Pomeroy SL, Golub TR, Lander ES, Mesirov JP. '''Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.''' Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50. PMID: 16199517 <<BR>> [[http://www.ncbi.nlm.nih.gov/pubmed/16199517|Pubmed]] 3. <<Anchor(ref3)>> Schaefer CF, Anthony K, Krupa S, Buchoff J, Day M, Hannay T, Buetow KH. '''PID: the Pathway Interaction Database.''' Nucleic Acids Res. 2009 Jan;37(Database issue):D674-9. PMID: 18832364 <<BR>> [[http://www.ncbi.nlm.nih.gov/pubmed/18832364|Pubmed]] 4. <<Anchor(ref4)>> Kandasamy K, ''et a'' '''!NetPath: a public resource of curated signal transduction pathways.'''Genome Biol. 2010 Jan 12;11(1):R3. PMID: 20067622<<BR>> [[http://www.ncbi.nlm.nih.gov/pubmed/20067622|Pubmed]] 5. <<Anchor(ref5)>> Romero P, Wagg J, Green ML, Kaiser D, Krummenacker M, Karp PD. '''Computational prediction of human metabolic pathways from the complete human genome.''' Genome Biol. 2005;6(1):R2. Epub 2004 Dec 22. PMID: 15642094 <<BR>> [[http://www.ncbi.nlm.nih.gov/pubmed/15642094|Pubmed]] 6. <<Anchor(ref6)>> Croft D, O'Kelly G, Wu G, Haw R, Gillespie M, Matthews L, Caudy M, Garapati P, Gopinath G, Jassal B, Jupe S, Kalatskaya I, Mahajan S, May B, Ndegwa N, Schmidt E, Shamovsky V, Yung C, Birney E, Hermjakob H, D'Eustachio P, Stein L. '''Reactome: a database of reactions, pathways and biological processes''' Nucleic Acids Res. 2011 Jan;39(Database issue):D691-7. PMID: 21067998 <<BR>> [[http://www.ncbi.nlm.nih.gov/pubmed/21067998|Pubmed]] 7. <<Anchor(ref7)>> Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM, Davis AP, Dolinski K, Dwight SS, Eppig JT, Harris MA, Hill DP, Issel-Tarver L, Kasarskis A, Lewis S, Matese JC, Richardson JE, Ringwald M, Rubin GM, Sherlock G. '''Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.''' Nat Genet. 2000 May;25(1):25-9. PMID: 10802651 <<BR>> [[http://www.ncbi.nlm.nih.gov/pubmed/10802651|Pubmed]] 8. <<Anchor(ref8)>> Mi H, Lazareva-Ulitsky B, Loo R, Kejariwal A, Vandergriff J, Rabkin S, Guo N, Muruganujan A, Doremieux O, Campbell MJ, Kitano H, Thomas PD. '''The PANTHER database of protein families, subfamilies, functions and pathways.''' Nucleic Acids Res. 2005 Jan 1;33(Database issue):D284-8. PubMed PMID: 15608197 <<BR>> [[http://www.ncbi.nlm.nih.gov/pubmed/15608197|Pubmed]] |
Enrichment Map Gene Sets
Contents
EnrichmentMap is a Cytoscape plugin developed in the Baderlab to help visualize, navigate and analyze functional enrichment results as generated from programs such as Gene Set Enrichment Analysis(GSEA), BiNGO, or David. Some enrichment programs, such as GSEA, allow the user to search against their own gene set database. As annotation (gene set) sources are regularly updated as new information is discovered we set up an automated system to update our gene set collections so we are always using the most up-to-date annotations.
If you use these gene sets, please cite our Enrichment Map paper.
Important Note (January 2016) - with the latest build of pathways we have removed KEGG from the main compilation set of pathways. If you would like to include KEGG in your analysis the sets are located in the misc/ directory and can be appended to your gmt file.
Important Note (April 2012) - Genesets files from December 2011, January 2012, Februrary 2012, and March 2012 had an error in the up-propagation of GO. Up-propagation only followed the is-a relationship and did not follow the part-of relationship which translates into missing annotations. This primarily effects genesets in GO cellular compartment.
Summary
Gene Set Files can be downloaded from : http://download.baderlab.org/EM_Genesets/
Enrichment Map Gene Sets are a set of Gene Set files in GMT format (compatible with GSEA) updated monthly from original source locations available with:
- Entrez gene ids
UniProt accessions
- Gene symbols
- The GMT File format contains one Gene Set per line. Each line contains:
- Name (tab) Description (tab) Gene (tab) Gene (tab) ...
- In our format:
- Name = Gene Set Name % Gene Set Source % Gene Set Source identifier
Example --> ATP-dependent protein binding%GO%GO:0043008 OR arginine biosynthesis IV%HUMANCYC%ARGININE-SYN4-PWY
- Description = Gene Set Name
Example --> ATP-dependent protein binding OR arginine biosynthesis IV
Gene = identified by one of the three possible identifiers (Entrez gene id, UniProt accession or gene symbols)
IMPORTANT NOTE: Originally we used the "|" to separate information in the Name field but we came across issues with this separator in GSEA so we changed to "%". The "%" was used as of the December 2011 build.
- Name = Gene Set Name % Gene Set Source % Gene Set Source identifier
- In the main directory (current_release/Human/symbol) there are 5 primary files to choose from:
Human_GO_AllPathways_with_GO_iea_{Date}_{ID}.gmt – contains genesets from all 3 divisions of GO (biological process, molecular function, cellular component) including annotations that have evidence code IEA (inferred from electronic annotation), ND (no biological data available), and RCA (inferred from reviewed computational analysis) and all pathway resources.
Human_GO_AllPathways_no_GO_iea_{Date}_{ID}.gmt – contains genesets from all 3 divisions of GO (biological process, molecular function, cellular component) excluding annotations that have evidence code IEA (inferred from electronic annotation), ND (no biological data available), and RCA (inferred from reviewed computational analysis) and all pathway resources.
Human_GOBP_AllPathways_with_GO_iea_{Date}_{ID}.gmt – contains only genesets from GO biological process including annotations that have evidence code IEA (inferred from electronic annotation), ND (no biological data available), and RCA (inferred from reviewed computational analysis) and all pathway resources.
Human_GOBP_AllPathways_no_GO_iea_{Date}_{ID}.gmt – (recommended file) contains only genesets from GO biological process excluding annotations that have evidence code IEA (inferred from electronic annotation), ND (no biological data available), and RCA (inferred from reviewed computational analysis) and all pathway resources.
Human_AllPathways_{Date}_{ID}.gmt – contains only genesets from all pathways resources.
Current Stats
Human - http://download.baderlab.org/EM_Genesets/current_release/Human/Summary_Geneset_Counts.txt
Mouse - http://download.baderlab.org/EM_Genesets/current_release/Mouse/Summary_Geneset_Counts.txt
Sources
Human
Source |
File Origin |
File Type |
ID extracted |
Frequency source is updated |
Number of pathways |
KEGG (1) - no longer included in main gmt file (January 2016) |
KEGG ftp site (July 2011) |
GMT |
Symbol |
static as of July 1, 2011 |
236 |
Msigdb - c2 (2) |
manual download from Msigdb |
GMT |
Entrez gene |
sporadically |
Biocarta - 217 |
scripted download of zipped release from website |
BioPAX |
Entrez gene |
sporadically |
219 pathways |
|
received directly from IOB - static (July 2011) |
BioPAX |
Entrez gene |
sporadically |
35 pathways - |
|
scripted download of files numbered 1-25 |
BioPAX |
Entrez gene |
static |
25 pathways - |
|
scripted download of zipped release from password protected website. |
BioPAX |
UniProt |
updated periodically |
249 Pathways |
|
scripted download of zipped release from website |
BioPAX |
UniProt |
updated release |
1117 pathways (release 37) |
|
scripted download from EBI ftp site (human) |
GAF |
Uniprot |
released once a month |
13,034 no GO IEA |
|
Msigdb - c3 (2) |
manual download from Msigdb |
GMT |
Entrez gene |
sporadically |
221 miRs |
scripted download of biopax archive |
BioPAX |
UniProt |
updated periodically |
307 Pathways |
Mouse
Source |
File Origin |
File Type |
ID extracted |
Frequency source is updated |
Number of pathways |
scripted download of zipped release from website |
BioPAX |
UniProt |
updated release |
946 pathways (release 37) |
|
scripted download from MGI ftp site (mouse) |
GAF |
MGI |
released once a month |
14,563 no GO IEA |
|
translated from Human using Homologene |
GMT |
Entrez gene |
static as of July 1, 2011 |
236 |
|
Msigdb - c2 (2) |
translated from Human using Homologene |
GMT |
Entrez gene |
sporadically |
total 880: |
translated from Human using Homologene |
GMT |
Entrez gene |
sporadically |
219 pathways |
|
translated from Human using Homologene |
GMT |
Entrez gene |
sporadically |
35 pathways - |
|
translated from Human using Homologene |
GMT |
Entrez gene |
static |
25 pathways - |
|
translated from Human using Homologene |
GMT |
Entrez gene |
updated periodically |
249 Pathways |
|
translated from Human using Homologene |
BioPAX |
UniProt |
updated periodically |
307 Pathways |
Specialty Gene Sets
- The bulk of our genesets are groupings from similar biological processes, pathways and functional annotations but there are a few additional collections of sets that we don't group with them. They include:
miRs - sets consisting of all the targets for a given microRNA.
- miR genesets are retrieved from Msigdb c3 collection.
Transcription Factors - sets consisting of all the targets for a given transcription factor.
- TF genesets are retrieved from Msigdb c3 collection.
Disease Phenotype - sets consisting of all known proteins associated with the given disease.
Disease phenotype genesets are retrieved from the Human phenotype ontology. Genes associated with a particular disease are annotated to it. In addition, in the same style as the Gene Ontology, the relationship between each disease is stored creating an ontology of diseases. Annotations are up-propagated to related disease terms.
Drugs Targets - sets consisting of all the known or predicted targets for a given drug.
Drug target information is retrieved from drugbank. Drugbank is a resource containing 6711 drug entries including 1447 FDA-approved small molecule drugs, 131 FDA-approved biotech (protein/peptide) drugs, 85 nutraceuticals and 5080 experimental drugs. In addition to the compilation of all drugs contained in drugbank geneset files are also created for each of the defined drug categories including approved, experimental, illicit, nutraceutical, and small molecule.
File Structure
< > denotes directory
<Release> - directory is named according to date sets were updated.
<Species>
<Identifier> - (either Entrez gene, UniProt, Gene symbol)
<GO>
- BP = biological process
- MF = molecular function
- CC = Cellular component
- All = BP + MF + CC
no_GO_IEA - indicates that the file excludes GO annotations with evidence codes - 'IEA' (inferred from electronic annotation), 'ND' (No biological data available), 'RCA' (inferred from reviewed computational analysis)
with_GO_IEA - indicates that the file includes GO annotations with evidence codes - 'IEA' (inferred from electronic annotation), 'ND' (No biological data available), 'RCA' (inferred from reviewed computational analysis)
<Pathways>
<miRs>
<TF>
<Disease phenotypes>
In each <identifier> directory There are amalgamated Gene Set files:
AllPathways - contains all pathway sources in the Pathways directory
- GOPathways - contains all GO (MF, BP, CC) and all Pathway sources in the Pathways directory.
Creating customized Gene Sets
Download the desired gene set files you would like to use in your customized set and concatenate the files.
For example, to combine Human_IOB_Entrezgene.gmt Human_NetPath_Entrezgene.gmt, you can use the following linux command:
cat Human_IOB_Entrezgene.gmt Human_NetPath_Entrezgene.gmt > MyCustomizedSet.gmt
References
Kanehisa M, Goto S, Sato Y, Furumichi M, Tanabe M. KEGG for integration and interpretation of large-scale molecular data sets. Nucleic Acids Res. 2011 Nov 10. PMID: 22080510
PubmedSubramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, Paulovich A, Pomeroy SL, Golub TR, Lander ES, Mesirov JP. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50. PMID: 16199517
PubmedSchaefer CF, Anthony K, Krupa S, Buchoff J, Day M, Hannay T, Buetow KH. PID: the Pathway Interaction Database. Nucleic Acids Res. 2009 Jan;37(Database issue):D674-9. PMID: 18832364
PubmedKandasamy K, et a NetPath: a public resource of curated signal transduction pathways.Genome Biol. 2010 Jan 12;11(1):R3. PMID: 20067622
PubmedRomero P, Wagg J, Green ML, Kaiser D, Krummenacker M, Karp PD. Computational prediction of human metabolic pathways from the complete human genome. Genome Biol. 2005;6(1):R2. Epub 2004 Dec 22. PMID: 15642094
PubmedCroft D, O'Kelly G, Wu G, Haw R, Gillespie M, Matthews L, Caudy M, Garapati P, Gopinath G, Jassal B, Jupe S, Kalatskaya I, Mahajan S, May B, Ndegwa N, Schmidt E, Shamovsky V, Yung C, Birney E, Hermjakob H, D'Eustachio P, Stein L. Reactome: a database of reactions, pathways and biological processes Nucleic Acids Res. 2011 Jan;39(Database issue):D691-7. PMID: 21067998
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