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Increasingly Accurate Representation of Biochemistry Michel Dumontier , Ph.D. Assistant Professor of Bioinformatics Department of Biology, School of Computer Science Institute of Biochemistry, Ottawa Institute of Systems Biology Carleton University IMG Seminar:Manchester:Michel Dumontier 11/05/2009
Biochemistry ,[object Object],http://multimedia.mcb.harvard.edu/media.html
Representational Issues ,[object Object],[object Object],[object Object]
Case Study: HIF1 α ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Multiple structural forms Part, named/ unnamed regions The part is the agent in the process Selective interaction with parts
Structure-based biochemical identity: Differences between apples and oranges ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Current approach to biochemical identity is erroneous, misleading or underspecified ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
11/05/2009 IMG Seminar::Michel Dumontier
Bio2RDF: 2.3B triples of SPARQL-accessible linked biological data! Chemical Parts!
1. Precise Biochemical Identifiers ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Different molecules  must  have different identifiers  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
(S)-Glutamic Acid InChI= {version}1 /{formula}C5H9NO4 /c{connections}6-3(5(9)10)1-2-4(7)8 /h{H_atoms}3H,1-2,6H2,(H,7,8)(H,9,10) /p{protons}+1 /t{stereo:sp3}3- /m{stereo:sp3:inverted}0 /s{stereo:type (1=abs, 2=rel, 3=rac)}1 /i{isotopic:atoms}4+1
2. Structure Accurate and Extensible Descriptions Required CML SDF O1[C@@H]([C@@H](O)([C@H](O)([C@@H](O)([C@@H]1(O)))))(CO) 79025 IUPAC InChI=1/C6H12O6/c7-1-2-3(8)4(9)5(10)6(11)12-2/h2-11H,1H2/t2-,3-,4+,5-,6+/m1/s1 InCHI α -D-Glucose 6-(hydroxymethyl)oxane-2,3,4,5-tetrol OR (2R,3R,4S,5R,6R)-6 -(hydroxymethyl)tetrahydro -2H-pyran-2,3,4,5-tetraol  SMILES
OWL Has Explicit Semantics ,[object Object]
http://code.google.com/p/semanticwebopenbabel/
Chemical Ontology Chemical Knowledge for the Semantic Web. Mykola Konyk ,  Alexander De Leon , and  Michel Dumontier .  LNBI . 2008. 5109:169-176.  Data Integration in the Life Sciences (DILS2008) . Evry. France. 
Describing chemical functional groups in OWL-DL for the classification of chemical compounds hydroxyl group methyl group Knowledge of functional groups is important in chemical synthesis, pharmaceutical design and lead optimization. Functional groups describe chemical reactivity in terms of atoms and their connectivity, and exhibits characteristic chemical behavior when present in a compound.  N Villanueva-Rosales, MDumontier. 2007. OWLED, Innsbruck, Austria. Ethanol
Describing Functional Groups in DL ,[object Object],[object Object],O H R R group
Fully Classified Ontology 35 FG
And, we define certain compounds ,[object Object],[object Object]
Organic Compound Ontology 28 OC
Question Answering ,[object Object],[object Object],* Requires import of relevant URIs
But... ,[object Object],[object Object],[object Object],[object Object]
turns out that… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],InChI=1/C3H6/c1-2-3-1/h1-3H2
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],InCHI for Proteins???
Identifiers for Atoms ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What about identifiers for collection of atoms? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Can we reuse our positional nomenclature for residues? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],An Alternative Scheme
PSI-MOD contains modified residues with links to structural descriptions
But what if we have a modification that isn’t contained in the ontology! ,[object Object],[object Object],[object Object]
While we’re at it, we could extend our expressive capability to create broader descriptions: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
So what if... ,[object Object],[object Object]
Biological Identifier Service
 
Extensible to create other class descriptions ,[object Object],[object Object],[object Object],[object Object],[object Object]
What does this mean to providers and consumers? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Semantic Science will create a Bio2RDF endpoint to link semantically equivalent biochemical identifiers
Situational Modeling
Uniprot example revisited ,[object Object],[object Object],[object Object],:A rdfs:subClassOf :Hydroxylation :A hasParticipant (:0#r402 and :Substrate) :A hasParticipant (:1#r402 and :Product) :A hasParticipant (:5 and :Enzyme) :B rdfs:subClassOf :Interaction :B :hasParticipant (:2#r402 or :3#r564 or :4#r402,r564) :B :hasParticipant (:6) :1 (HIF1 α ) :2 (HIF1 α  + P402hyd) :3 (HIF1 α  + P564hyd) :4 (HIF1 α  + P402hyd + P564hyd) :5 (EGLN1) :6 (VHL) Please ignore the made up short-hand syntax!
Infering Protein Participation  ,[object Object],[object Object],[object Object],:0#r402 :isPartOf :0 :1#r402 :isPartOf :1 :A rdfs:subClassOf :Hydroxylation :A hasParticipant (:0#r402 and :Substrate) :A hasParticipant (:1#r402 and :Product) :A hasParticipant :0 :A hasParticipant :1
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
dumontierlab.com [email_address] Special thanks to PhD Student Leonid Chepelev for insightful discussions   semanticscience.org

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20090511 Manchester Biochemistry

  • 1. Increasingly Accurate Representation of Biochemistry Michel Dumontier , Ph.D. Assistant Professor of Bioinformatics Department of Biology, School of Computer Science Institute of Biochemistry, Ottawa Institute of Systems Biology Carleton University IMG Seminar:Manchester:Michel Dumontier 11/05/2009
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  • 8. Bio2RDF: 2.3B triples of SPARQL-accessible linked biological data! Chemical Parts!
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  • 11. (S)-Glutamic Acid InChI= {version}1 /{formula}C5H9NO4 /c{connections}6-3(5(9)10)1-2-4(7)8 /h{H_atoms}3H,1-2,6H2,(H,7,8)(H,9,10) /p{protons}+1 /t{stereo:sp3}3- /m{stereo:sp3:inverted}0 /s{stereo:type (1=abs, 2=rel, 3=rac)}1 /i{isotopic:atoms}4+1
  • 12. 2. Structure Accurate and Extensible Descriptions Required CML SDF O1[C@@H]([C@@H](O)([C@H](O)([C@@H](O)([C@@H]1(O)))))(CO) 79025 IUPAC InChI=1/C6H12O6/c7-1-2-3(8)4(9)5(10)6(11)12-2/h2-11H,1H2/t2-,3-,4+,5-,6+/m1/s1 InCHI α -D-Glucose 6-(hydroxymethyl)oxane-2,3,4,5-tetrol OR (2R,3R,4S,5R,6R)-6 -(hydroxymethyl)tetrahydro -2H-pyran-2,3,4,5-tetraol SMILES
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  • 15. Chemical Ontology Chemical Knowledge for the Semantic Web. Mykola Konyk ,  Alexander De Leon , and  Michel Dumontier . LNBI . 2008. 5109:169-176.  Data Integration in the Life Sciences (DILS2008) . Evry. France. 
  • 16. Describing chemical functional groups in OWL-DL for the classification of chemical compounds hydroxyl group methyl group Knowledge of functional groups is important in chemical synthesis, pharmaceutical design and lead optimization. Functional groups describe chemical reactivity in terms of atoms and their connectivity, and exhibits characteristic chemical behavior when present in a compound. N Villanueva-Rosales, MDumontier. 2007. OWLED, Innsbruck, Austria. Ethanol
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  • 29. PSI-MOD contains modified residues with links to structural descriptions
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  • 37. Semantic Science will create a Bio2RDF endpoint to link semantically equivalent biochemical identifiers
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  • 42. dumontierlab.com [email_address] Special thanks to PhD Student Leonid Chepelev for insightful discussions  semanticscience.org