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A database of biological pathways
David Croft
Reactome
Reactome: a database of biological pathways
www.reactome.org
27.02.082
History
• Started off as Genome Knowledgebase (GKB) spring 2001
• Initially tried to capture and standardize the language used to describe molecular processes
• 2001/2002 realized that what we are trying to capture are reactions and pathways
• Re-branded as Reactome June 2004
Reactome: a database of biological pathways
www.reactome.org
27.02.083
Reaction Example 1: Enzymatic
Reactome: a database of biological pathways
www.reactome.org
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Reaction Example 2: Transport
Reactome: a database of biological pathways
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Reaction Example 3: Signaling
Dimerization
Phosphorylation
Reactome: a database of biological pathways
www.reactome.org
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A Reactome Pathway
input output
catalyst
input output
catalyst
input output
catalyst
Compartment
Reactome: a database of biological pathways
www.reactome.org
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Reactome Data Model
Events:• Reactions• Pathways
Entities:• Proteins• Complexes• Small compounds
Modulation:• Inhibition• Activation
Reactome: a database of biological pathways
www.reactome.org
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Reactome Data Model – The Awful Truth
Reactome: a database of biological pathways
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Where Reactome’s Data Comes From
• Expert and curator create outline of new pathway
• Expert fills in details
• Curator enters information into database
• Reviewer (another expert) checks biological correctness
Curator
(staff)
Expert
(recruited)
Reviewer
(recruited)
Reactome: a database of biological pathways
www.reactome.org
27.02.0810
Release cycle
Repository
ReleaseDB
Extract finished & reviewed topics
Computationally project pathways to other organisms
Add useful cross-references (ENSEMBL, UniProt, etc.)
www.reactome.org
Not publicly accessible
Reactome: a database of biological pathways
www.reactome.org
27.02.0811
Links to External Databases
• BROAD
• KEGG COMPOUND
• ChEBI
• Dictybase
• EC
• EMBL
• ENSEMBL
• Entrez
• EntrezGene
• Flybase
• GO (function, process, compartment)
• HapMap
• IntAct
• KEGG Gene
• MIM
• PubChem Compound
• PubChem Substance
• RefSeq
• SGD
• UCSC
• UniProt
• Wormbase
Reactome: a database of biological pathways
www.reactome.org
27.02.0812
Links out from Reactome
• GO • molecular function• Compartment• biological process
• KEGG compound• Chebi
• UniProt
• PubMed
Reactome: a database of biological pathways
www.reactome.org
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Projecting Reactions to Other Species I
A + ATP A + ADP-PB
Human
A + ATP A + ADP-P
BMouse
BA
DrosophilaReaction notinferred
Protein notinferred
+ ATP
Reactome: a database of biological pathways
www.reactome.org
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Projecting Reactions to Other Species II
Notch signaling
Human - manually curated
Drosophila - electronically inferred
Reactome: a database of biological pathways
www.reactome.org
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Protein-Protein Interactions
Types of derived interaction:
• Direct complex
• Indirect complex
• Reaction
• Neighboring reaction
Reactome: a database of biological pathways
www.reactome.org
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Coverage - Current
• Apoptosis
• Cell cycle
• DNA repair
• Transcription, mRNA processing, translation, post-translational modification
• Signaling pathways (insulin, NOTCH, opioid, NGF, EGFR, FGFR, Rho GTPases II, Opioid)
• Hemostasis
• Metabolism (energy, amino acid, lipid, nucleotide, xenobiotic)
• Synaptic transmission
• Lipoproteins – HDL and VLDL
Reactome: a database of biological pathways
www.reactome.org
27.02.0817
Coverage - Planned
• Regulation of Insulin• Norepinephrine &Serotonin Neurotransmitter Release
Cycles• GPCR signaling• Axonal guidance
Due by Summer 2009
Reactome: a database of biological pathways
www.reactome.org
27.02.0818
Reactome by Numbers
• Pathways 960
• Reactions 3203
• Proteins 3702(~14% SwissProt human)
• Complexes 2583
• Literature refs 4769
June 2009
Reactome: a database of biological pathways
www.reactome.org
27.02.0819
Reactome APIs
YesYesWeb services
YesYesBioMart
NoYesJava
NoYesPerl
Firewall tunnelingRemote accessAPI
Full details of BioMart at: www.biomart.org
Reactome: a database of biological pathways
www.reactome.org
27.02.0820
BioMart Dataset
PK
PK
FK FK
FKPathway
Protein
Full details of BioMart at: www.biomart.org
Gene
Small molecule
Reactome: a database of biological pathways
www.reactome.org
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BioMart Advantages
• Query without needing to know data model
• Scales for big datasets
• Easy linking to other Marts (federation)
Reactome: a database of biological pathways
www.reactome.org
27.02.0822
BioMart and Reactome: Datasets
Main tables:
• Complex
• Pathway
• Reaction
• Interaction
Dimension tables:
• Gene
• Protein
• Small Molecule
• Literature reference
Reactome: a database of biological pathways
www.reactome.org
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BioMart and Reactome: GUI
Reactome: a database of biological pathways
www.reactome.org
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BioMart and Reactome: Web Services
http://www.reactome.org:5555/biomart/martservice?query=...
<Query virtualSchemaName = "default" >
<Dataset name = “reaction" interface = "default" >
<Attribute name = "stableidentifier_identifier" />
<Attribute name = "_displayname" />
<Attribute name = "referencedatabase_uniprot" />
<Filter name = "referencepeptidesequence_uniprot_id_list" value = “O00311"/>
</Dataset>
</Query>
** Perl API also available **
Reactome: a database of biological pathways
www.reactome.org
27.02.0825
BioModels
• A repository of curated biological models
• Models obtained from submissions, literature & collaborations
• Two-way linking with Reactome
www.ebi.ac.uk/biomodels
Reactome: a database of biological pathways
www.reactome.org
27.02.0826
The Team• CSHL/OICR
• Lincoln Stein (PI)• Gopal Gopinath, Marc Gillespie, Bruce May, Mike Caudy, Jill
Hemish (curators)• Guanming Wu, Alexander Kanapin (developers)
• EBI• Ewan Birney, Henning Hermjakob (co-PIs)• Esther Schmidt, Imre Vastrik, David Croft, Gavin O’Kelly
(developers) • Bernard de Bono, Bijay Jassal, Phani Vijay Garapati, Steven Jupe
(curators)• NYU
• Peter D’Eustachio (co-PI; editor-in-chief)• Lisa Matthews (curator)• Shahana Mahajan (curator)
Tutorial
David Croft
Reactome
Reactome: a database of biological pathways
www.reactome.org
27.02.0828
Front Pagewww.reactome.org
NavigatorSearch
Species
Starry-sky
Top-levelpathways
Reactome: a database of biological pathways
www.reactome.org
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Exercise 1
Reactome: a database of biological pathways
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How to Search Rectome
Reactome: a database of biological pathways
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Customizing Search Results
Put all results on one web page (i.e. nopagination)
Select the type of resultyou would like to see
Reactome: a database of biological pathways
www.reactome.org
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Exercise 2
Reactome: a database of biological pathways
www.reactome.org
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Pathway
Eventhierarchy Description
Participants
Export
www.reactome.org/cgi-bin/eventbrowser?DB=gk_current&ID=109581
Reactome: a database of biological pathways
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27.02.0834
Exercise 3
Reactome: a database of biological pathways
www.reactome.org
27.02.0835
Reaction
Reactiondiagram
Reactants,products,catalyst.
www.reactome.org/cgi-bin/eventbrowser?DB=gk_current&ID=74711
Reactome: a database of biological pathways
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Exercise 4
Reactome: a database of biological pathways
www.reactome.org
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Proteinwww.reactome.org/cgi-bin/eventbrowser?DB=gk_current&ID=70597
Links to otherdatabases
Cellularcompartment
Posttranslationalmodifications
Reactome: a database of biological pathways
www.reactome.org
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Exercise 5
Reactome: a database of biological pathways
www.reactome.org
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SkyPainter – Numeric Values (e.g. Expression)
#ID value1P20248 2.381255P14635 2.078063Q01094 1.358003P08319 1.274531O95067 1.251352P12004 1.031162P30305 1.654142P16104 1.274092P33992 1.560363P35249 1.185243O94913 2.410139Q13415 1.085086Q15054 1.148979P30307 2.270973O75496 0.796653P49736 0.998988Q13243 2.634955P50613 1.466119O75419 1.853295P30304 0.863513O96017 0.889464P38398 1.068929P06730 1.789461P15927 0.89531P30038 0.655572P51530 1.060222P17174 1.611088P35250 0.58771…
Download: www.ebi.ac.uk/systems-srv/mp/file-exchange/E-MEXP-345_Reactome.txt
Usable identifiers:
•UniProt
•RefSeq
•Ensembl
•MIM
•Entrez Gene
•Affymetrix
•GO
•KEGG COMPOUND
•ChEBI
Reactome: a database of biological pathways
www.reactome.org
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SkyPainter – expression data display
Step through,stop/startdataset display
Toggle pathwaynames
Reactome: a database of biological pathways
www.reactome.org
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SkyPainter – Overrepresented Events
Decreasingsignificance
Reactome: a database of biological pathways
www.reactome.org
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Exercise 6
Reactome: a database of biological pathways
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BioMart – selecting your dataset
Reactome: a database of biological pathways
www.reactome.org
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BioMart – filters
Reactome: a database of biological pathways
www.reactome.org
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BioMart – attributes
Check to get
attribute
Reactome: a database of biological pathways
www.reactome.org
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BioMart – results
Reactome: a database of biological pathways
www.reactome.org
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Exercise 7
Reactome: a database of biological pathways
www.reactome.org
27.02.0848
Reactome Links to BioModels
Links toBioModels
Reactome: a database of biological pathways
www.reactome.org
27.02.0849
BioModels Web Page
Onlinesimulation
Reactome: a database of biological pathways
www.reactome.org
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JWS Simulation
Parameters & initialconcentrations
Run the model
Reactome: a database of biological pathways
www.reactome.org
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Exercise 8
Reactome: a database of biological pathways
www.reactome.org
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Other Reactome features
• Editorial Calendar (navigation bar Content)• Extended search (navigation bar Tools)• PathFinder (navigation bar Tools)
Reactome: a database of biological pathways
www.reactome.org
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The End.