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Accurate  biochemical knowledge  starting with precise  structure-based criteria for molecular identity 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 01/04/2009 NCBO Seminar Series::Michel Dumontier
Problem Statement (I) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
Bio2RDF: 2.3B triples of SPARQL-accessible linked biological data! Chemical Parts!
Case Study: HIF1 α ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Multiple hydroxylations Part of a domain The part is the agent in the process Selective interaction with parts 01/04/2009 NCBO Seminar Series::Michel Dumontier
Are these the same? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
NO!!!! ,[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
So ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
InChI ,[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],01/04/2009 NCBO Seminar Series::Michel Dumontier
(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 01/04/2009 NCBO Seminar Series::Michel Dumontier
More non-core info captured in  “AuxInfo” string... AuxInfo= {version}1 /{normalization_type}1 /N:{original_atom_numbers}5,6,2,7,1,4,8,9,10,11 /E:{atom_equivalence}(7,8)(9,10) /it:{abs_stereo_inverted:sp3}im /I:{isotopic:original_atom_numbers} /E:{isotopic:atom_equivalence}m /rA:{reversibility:atoms}11nCCHN+CCC.i13OOOO /rB:{reversibility:bonds}s1;N2;P2;s2;s5;s6;s7;d7;d1;s1; /rC:{reversibility:xyz}6.1671,-19.3365,0;7.0125,-18.4864,0;6.4113,-17.4485,0;7.6089,-17.4485,0;7.8578,-19.3318,0;8.891,-18.7306,0;9.7363,-19.576,0;9.7316,-20.7735,0;10.8916,-19.266,0;5.0071,-19.0265,0;6.1624,-20.534,0; AuxInfo=1/1/N:5,6,2,7,1,4,8,9,10,11/E:(7,8)(9,10)/it:im/I:/E:m/rA:11nCCHN+CCC.i13OOOO/rB:s1;N2;P2;s2;s5;s6;s7;d7;d1;s1;/rC:6.1671,-19.3365,0;7.0125,-18.4864,0;6.4113,-17.4485,0;7.6089,-17.4485,0;7.8578,-19.3318,0;8.891,-18.7306,0;9.7363,-19.576,0;9.7316,-20.7735,0;10.8916,-19.266,0;5.0071,-19.0265,0;6.1624,-20.534,0; 01/04/2009 NCBO Seminar Series::Michel Dumontier
So... InChi a really just a cryptic  data  identifier ,[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],InCHI for Proteins??? 01/04/2009 NCBO Seminar Series::Michel Dumontier
OpenBabel 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],01/04/2009 NCBO Seminar Series::Michel Dumontier
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. 
http://code.google.com/p/semanticwebopenbabel/ 01/04/2009 NCBO Seminar Series::Michel Dumontier
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 01/04/2009 NCBO Seminar Series::Michel Dumontier
Describing Functional Groups in DL ,[object Object],[object Object],O H R R group 01/04/2009 NCBO Seminar Series::Michel Dumontier
Fully Classified Ontology 35 FG 01/04/2009 NCBO Seminar Series::Michel Dumontier
And, we define certain compounds ,[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
Organic Compound Ontology 28 OC 01/04/2009 NCBO Seminar Series::Michel Dumontier
Question Answering ,[object Object],[object Object],* Requires import of relevant URIs 01/04/2009 NCBO Seminar Series::Michel Dumontier
But... ,[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
Identifiers for Atoms ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
What about identifiers for collection of atoms? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
Can we reuse our positional nomenclature for residues? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],An Alternative Scheme 01/04/2009 NCBO Seminar Series::Michel Dumontier
PSI-MOD contains modified residues with links to structural descriptions 01/04/2009 NCBO Seminar Series::Michel Dumontier
But what if we have a modification that isn’t contained in the ontology! ,[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
While we’re at it, we could extend our expressive capability to match that of OWL: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
So what if... ,[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
01/04/2009 NCBO Seminar Series::Michel Dumontier
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! 01/04/2009 NCBO Seminar Series::Michel Dumontier
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 01/04/2009 NCBO Seminar Series::Michel Dumontier
Contextual, but non-structural considerations in identifier generation? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
Summary ,[object Object],[object Object],[object Object],01/04/2009 NCBO Seminar Series::Michel Dumontier
dumontierlab.com [email_address] Special thanks to PhD Student Leonid Chepelev for insightful discussions   semanticscience.org 01/04/2009 NCBO Seminar Series::Michel Dumontier

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Accurate biochemical knowledge starting with precise structure-based criteria for molecular identity

  • 1. Accurate biochemical knowledge starting with precise structure-based criteria for molecular identity 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 01/04/2009 NCBO Seminar Series::Michel Dumontier
  • 2.
  • 3. Bio2RDF: 2.3B triples of SPARQL-accessible linked biological data! Chemical Parts!
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9. (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 01/04/2009 NCBO Seminar Series::Michel Dumontier
  • 10. More non-core info captured in “AuxInfo” string... AuxInfo= {version}1 /{normalization_type}1 /N:{original_atom_numbers}5,6,2,7,1,4,8,9,10,11 /E:{atom_equivalence}(7,8)(9,10) /it:{abs_stereo_inverted:sp3}im /I:{isotopic:original_atom_numbers} /E:{isotopic:atom_equivalence}m /rA:{reversibility:atoms}11nCCHN+CCC.i13OOOO /rB:{reversibility:bonds}s1;N2;P2;s2;s5;s6;s7;d7;d1;s1; /rC:{reversibility:xyz}6.1671,-19.3365,0;7.0125,-18.4864,0;6.4113,-17.4485,0;7.6089,-17.4485,0;7.8578,-19.3318,0;8.891,-18.7306,0;9.7363,-19.576,0;9.7316,-20.7735,0;10.8916,-19.266,0;5.0071,-19.0265,0;6.1624,-20.534,0; AuxInfo=1/1/N:5,6,2,7,1,4,8,9,10,11/E:(7,8)(9,10)/it:im/I:/E:m/rA:11nCCHN+CCC.i13OOOO/rB:s1;N2;P2;s2;s5;s6;s7;d7;d1;s1;/rC:6.1671,-19.3365,0;7.0125,-18.4864,0;6.4113,-17.4485,0;7.6089,-17.4485,0;7.8578,-19.3318,0;8.891,-18.7306,0;9.7363,-19.576,0;9.7316,-20.7735,0;10.8916,-19.266,0;5.0071,-19.0265,0;6.1624,-20.534,0; 01/04/2009 NCBO Seminar Series::Michel Dumontier
  • 11.
  • 12.
  • 13. OpenBabel 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
  • 14.
  • 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. 
  • 17. 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 01/04/2009 NCBO Seminar Series::Michel Dumontier
  • 18.
  • 19. Fully Classified Ontology 35 FG 01/04/2009 NCBO Seminar Series::Michel Dumontier
  • 20.
  • 21. Organic Compound Ontology 28 OC 01/04/2009 NCBO Seminar Series::Michel Dumontier
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28. PSI-MOD contains modified residues with links to structural descriptions 01/04/2009 NCBO Seminar Series::Michel Dumontier
  • 29.
  • 30.
  • 31.
  • 32. 01/04/2009 NCBO Seminar Series::Michel Dumontier
  • 33.
  • 34.
  • 35.
  • 36.
  • 37. dumontierlab.com [email_address] Special thanks to PhD Student Leonid Chepelev for insightful discussions  semanticscience.org 01/04/2009 NCBO Seminar Series::Michel Dumontier