IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
ICCS9 2011 Talk
1. Markus Sitzmann 1 , Wolf-Dietrich Ihlenfeldt 2 , and Marc C. Nicklaus 1 [1] Computer-Aided Drug Design Group, Chemical Biology Laboratory, NCI-Frederick, NIH, DHHS [2] Xemistry GmbH, Auf den Stieden 8, D-35094 Lahntal, Germany NCI/CADD Chemical Identifier Resolver: Indexing and Analysis of Available Chemistry Space
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3. Chemical Identifier Resolver chemical structure NCI/CADD Identifiers InChI/InChIKey ChemSpider ID PubChem SID/CID chemical names CAS Registry Number NSC number FDA UNII ChemNavigator SID SMILES SD File Chemical Formula ChEBI ID PDB Ligand ID MRV CML SYBYL Line Notation GIF image
4. http://cactus.nci.nih.gov/chemical/structure Works as a resolver for different chemical structure identifiers. Allows one to convert a given structure identifier into another representation or structure identifier. Chemical Identifier Resolver NCI/CADD Web Resources first beta release: July 2009 current release (beta 4): April 2011
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6. resolver chemical names IUPAC names (by OPSIN ) CAS numbers SMILES strings IUPAC InChI/InChIKeys NCI/CADD Identifiers CACTVS HASHISY NSC number PubChem SID ChemSpider ID ChemNavigator SID FDA UNII /smiles /names, /iupac_name /cas /inchi, /stdinchi /inchikey, /stdinchikey /ficts, /ficus, /uuuuu /image /file, /sdf /mw, /monoisotopic_mass /formula /twirl, /3d /urls /chemspider_id /pubchem_sid /chemnavigator_sid “ identifier” “ representation” http://cactus.nci.nih.gov/chemcial/structure Chemical Identifier Resolver NCI/CADD Public Web Resources
7. identifier representation http request http response detection of the identifier type identifier is a full structure representation (e.g. SMILES, InChI) calculation of the requested structure representation identifier is a hashed structure representation (e.g. InChIKey), trivial name etc. database lookup MIME type Chemical Identifier Resolver NCI/CADD Web Resources structure e.g. InChI, GIF image e.g. CAS number, chemical name CACTVS NCI/CADD Chemical Structure Database (CSDB)
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13. Fragments Isotopes Charges sensitive sensitive sensitive un-sensitive un-sensitive un-sensitive un-sensitive Tautomers Stereochemistry sensitive sensitive Na + NCI/CADD Structure Identifiers Unique Representation of Chemical Structures D D D D D D O O C O O H N H 2 O - O N H 3 + O H O N H 2 O O H O O H C O O H H N H 2 C O O H N H 2 H O O - O O H
14. Fragments Isotopes Charges sensitive sensitive sensitive F I C representation of the exact drawing un-sensitive un-sensitive un-sensitive un-sensitive un-sensitive T ≠ ≠ ≠ Tautomers Stereochemistry sensitive sensitive ≠ ≠ S Na + ≠ ≠ FICTS NCI/CADD Structure Identifiers Unique Representation of Chemical Structures D D D D D D O O C O O H N H 2 O - O N H 3 + O H O N H 2 O O H O O H C O O H H N H 2 C O O H N H 2 H O O - O O H
15. Fragments Isotopes Charges sensitive sensitive sensitive F I C comes closest to how a chemist perceives a compound un-sensitive un-sensitive un-sensitive un-sensitive un-sensitive u Tautomers Stereochemistry sensitive sensitive = ≠ S Na + FICuS ≠ ≠ ≠ ≠ = NCI/CADD Structure Identifiers Unique Representation of Chemical Structures D D D D D D O O C O O H N H 2 O - O N H 3 + O H O N H 2 O O H O O H C O O H H N H 2 C O O H N H 2 H O O - O O H
16. Fragments Isotopes Charges Tautomers Stereochemistry Na + sensitive sensitive sensitive sensitive sensitive = = = = = = = = closely related forms of the same compound u u u u u un-sensitive un-sensitive un-sensitive un-sensitive un-sensitive uuuuu NCI/CADD Structure Identifiers Unique Representation of Chemical Structures O O - D D D D D D O - O N H 3 + O O H O O H C O O H H N H 2 C O O H N H 2 H O O H O O C O O H N H 2 O H O N H 2
17. Fragments Isotopes Charges Stereo Tautomers FICTS FICuS uuuuu sensitive / not sensitive <CACTVS hashcode (E_HASHISY)>-<tag>-<version>-<checksum> Na + 4A122D094098B50D -FICTS-01-1D 0E26B623DF7FAD30 -FICuS-01-70 9850FD9F9E2B4E25 -uuuuu-01-27 NCI/CADD Structure Identifiers Unique Representation of Chemical Structures H N N N H 2 O - O
18. H N N N H 2 O - O N a + charged form tautomer isotope salt stereoisomers “ errors” histidine H N N N H 2 O H O N N H N H 2 O H O H N N O H O N H 2 H N N O H O N H 2 H N N N H 3 + O - O O H N N N H 2 O N a H N N N H O H O N H N 1 5 N H 2 O H O
19. A3DAE0788050DDE4-FICTS E5F83F10C5DB080A -FICTS B2FDA68AEDA06DB9-FICTS 9850FD9F9E2B4E25 -FICTS E5F83F10C5DB080A -FICTS E92E4BA2869F3611-FICTS 8A7AD1EB498CC76A-FICTS 6C16DE2351F9FF50-FICTS H N N N H 2 O - O N a + 9850FD9F9E2B4E25 -FICTS charged form tautomer isotope salt stereoisomers FICTS “ errors” H N N N H 2 O H O N N H N H 2 O H O H N N O H O N H 2 H N N O H O N H 2 H N N N H 3 + O - O O H N N N H 2 O N a H N N N H O H O N H N 1 5 N H 2 O H O
20. A3DAE0788050DDE4-FICuS E5F83F10C5DB080A -FICuS B2FDA68AEDA06DB9-FICuS 9850FD9F9E2B4E25 -FICuS E5F83F10C5DB080A -FICuS E92E4BA2869F3611-FICuS 8A7AD1EB498CC76A-FICuS 9850FD9F9E2B4E25 -FICuS H N N N H 2 O - O N a + 9850FD9F9E2B4E25 -FICuS charged form tautomer isotope salt stereoisomers FICuS “ errors” H N N N H 2 O H O N N H N H 2 O H O H N N O H O N H 2 H N N O H O N H 2 H N N N H 3 + O - O O H N N N H 2 O N a H N N N H O H O N H N 1 5 N H 2 O H O
21. 9850FD9F9E2B4E25 -uuuuu 9850FD9F9E2B4E25 -uuuuu 9850FD9F9E2B4E25 -uuuuu 9850FD9F9E2B4E25 -FICuS 9850FD9F9E2B4E25 -uuuuu 9850FD9F9E2B4E25 -uuuuu 9850FD9F9E2B4E25 -uuuuu 9850FD9F9E2B4E25 -uuuuu H N N N H 2 O - O N a + 9850FD9F9E2B4E25 -uuuuu charged form tautomer isotope stereoisomers salt uuuuu “ errors” H N N N H 2 O H O N N H N H 2 O H O H N N O H O N H 2 H N N O H O N H 2 H N N N H 3 + O - O O H N N N H 2 O N a H N N N H O H O N H N 1 5 N H 2 O H O
22. HNDVDQJCIGZPNO -UHFFFAOYSA-N HNDVDQJCIGZPNO -CDYZYAPPSA-N HNDVDQJCIGZPNO -RXMQYKEDSA-N HNDVDQJCIGZPNO -YFKPBYRVSA-N HNDVDQJCIGZPNO - UHFFFAOYSA -N H N N N H 2 O - O N a + HNDVDQJCIGZPNO - UHFFFAOYSA -N charged form tautomer isotope stereoisomers salt Std. InChIKey “ errors” HNDVDQJCIGZPNO - UHFFFAOYSA -N UHPNKBYGGMJTIM -UHFFFAOYSA-M UHPNKBYGGMJTIM -UHFFFAOYSA-M H N N N H 2 O H O N N H N H 2 O H O H N N O H O N H 2 H N N O H O N H 2 H N N N H 3 + O - O O H N N N H 2 O N a H N N N H O H O N H N 1 5 N H 2 O H O
23. FICTS original record original record original record original record FICTS original record original record original record original record original record original record original record FICTS FICTS FICTS FICTS FICTS FICTS FICuS FICuS FICuS FICuS FICuS FICuS uuuuu uuuuu uuuuu uuuuu 83.1 million FICTS parent structures 81.6 million FICuS parent structures 76.2 million uuuuu parent structures 119.8 million original structure records in CSDB NCI/CADD Chemical Structure Database Structure Normalization
24. FICTS original record original record original record original record FICTS original record original record original record original record original record original record original record FICTS FICTS FICTS FICTS FICTS FICTS FICuS FICuS FICuS FICuS FICuS FICuS uuuuu uuuuu uuuuu uuuuu tautomer- invariant 83.1 million FICTS parent structures 81.6 million FICuS parent structures 76.2 million uuuuu parent structures 119.8 million original structure records in CSDB NCI/CADD Chemical Structure Database Structure Normalization
25. Tautomer Analysis How much “chemical space” is “just generated” by drawing tautomers?
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28. [O,S,Se,Te;X1:1]=[C;z{1-2}:2][CX4R{0-2}:3] [#1:4] >> [#1:4] [O,S,Se,Te;X2:1][#6;z{1-2}:2]=[C,cz{0-1}R{0-1}:3] [N,n,S,s,O,o,Se,Te:1]=[NX2,nX2,C,c,P,p:2][N,n,S,O,Se,Te:3] [#1:4] >> [#1:4] [N,n,S,O,Se,Te:1][NX2,nX2,C,c,P,p:2]=[N,n,S,s,O,o,Se,Te:3] 1.3 keto/enol 1.3 heteroatom H shift rule 1: 1.3 (thio)keto/(thio)enol rule 6: 1.3 heteroatom H shift NCI/CADD Chemical Structure Database Tautomer Analysis 3 2 O 1 H 4 3 2 O 1 H 4 N 2 S 1 N 3 H H 4 H N 2 S 1 N 3 H H 4 H
29. FICTS FICTS FICTS FICTS FICTS FICTS FICTS FICTS 72.0 million FICTS parent structures NCI/CADD Chemical Structure Database Tautomer Analysis FICuS FICuS FICuS FICuS FICuS FICuS 8.6% change tautomeric form during FICuS normalization FICTS parent structures 70.6 million FICuS parent structures structure counts are on basis of the 2009 version of CSDB (103.9 million structure records) FICuS parent structures 1.5% have an one-to-many relationship to several FICTS parent structures (“ conflict ”) 98.5% have an one-to-one relationship to a single FICTS parent structure
30. NCI/CADD Chemical Structure Database Tautomer Analysis number database releases 0 10 20 30 40 50 60 70 80 90 0.0 0.5 1.0 1.5 2.0 frequency tautomeric overlap within each individual database release (%) average: ~0.3% of original structure records
31. NCI/CADD Chemical Structure Database Tautomer Analysis number database releases 0 10 20 30 40 50 60 70 80 90 0.0 0.5 1.0 1.5 2.0 frequency tautomeric overlap within each individual database release (%) average: ~0.3% of original structure records Asinex ChemBridge ComGenex ChemNavigator Columbia University Molecular Screening Center EPA DSSTox Specs Ambinter BIND BindingDB ChemNavigator KEGG NCI Open Database NIST WebBook NLM ChemIDplus NMRShiftDB Thomson Pharma Wombat NCI/DTP PASS Training Set SGC-Ox ChemDB ZINC ChEBI ChemSpider
32. NCI/CADD Chemical Structure Database Tautomer Analysis 0 5 10 15 20 25 30 0.5 2.5 4.5 6.5 8.5 10.5 12.5 14.5 16.5 18.5 20.5 22.5 24.5 frequency number database releases percentage of FICuS parent structure in each database release occurring somewhere in CSDB with a conflict occurrence of “tautomerism-critical” molecules within each individual database release (%) average: ~9.5% of FICuS parent structures
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34. HPMBP (1-Phenyl-3-methyl-4-benzoyl-pyrazolone-5) CACTVS generates 7 tautomers Example for a Tautomer “Conflict” canonical tautomer by CACTVS 5 have potential stereo center on atoms or bonds N N O H O H N N O O H N N O O R/S H N N O H O H R/S H N N O O H E/Z N N O O H E/Z N N O O R/S
35. H H 4551-69-1 33064-14-1 127117-31-1 859 references 49 references 3 references HPMBP (1-Phenyl-3-methyl-4-benzoyl-pyrazolone-5) 3 have CAS Registry Numbers assigned Example for a Tautomer “Conflict” (no stereo) (Z) N N O O H N N O O H N N O O R/S H N N O H O H R/S N N O O H E/Z N N O O H E/Z N N O O R/S
36. N N O H O N N O O N N O O H H N N O O H H N N O H O H H N N O O 6 databases 16 databases (no stereo) 3 databases (R) 2 databases (S) 12 databases 1 database (no stereo) HPMBP (1-Phenyl-3-methyl-4-benzoyl-pyrazolone-5) Example for a Tautomer “Conflict” occurrences in databases indexed in CSDB R/S R/S E/Z E/Z R/S H N N O O
37. 6 databases 16 databases (no stereo) 3 databases (R) 2 databases (S) 12 databases occurrences in databases N N O H O 1 database (no stereo) HPMBP (1-Phenyl-3-methyl-4-benzoyl-pyrazolone-5) Example for a Tautomer “Conflict” ACD 3D Ambinter BindingDB ChemBank ChemDB ChemSpider ChemNavigator MLSMR NIAID Scripps Screening Center Thomson Pharma ZINC ChemDB ACD 3D ACX Ambinter BioByte QSAR ChemBank ChemBridge ChemDB ChemSpider DiscoveryGate EPA GCES MLSMR NCI Open Database NIST MS-Lib NLM ChemIDplus Sigma-Aldrich Thomson Pharma Ambinter ChemDB ChemSpider DiscoveryGate ChemNavigator Thomson Pharma ChemSpider ZINC ChemSpider ECOTOX ZINC N N O O R / S H N N O O N N O O H E / Z H N N O O H E / Z H N N O H O H R / S H N N O O R / S
45. Scaffold Analysis NCI/CADD Chemical Structure Database molecular scaffold tree archetype scaffold simple scaffold Schuffenhauer et al. J. Chem. Inf. Model. 2007 , 47 , 47-58 Bemis et al. J. Med. Chem. 1996, 39 , 2887-2893 Bemis et al. J. Med. Chem. 1996, 39 , 2887-2893 S O O N N O level 2 level 1 example N N H O N N H O N N H
46. NCI/CADD Chemical Structure Database molecular scaffold tree archetype scaffold simple scaffold 76.2 million 8.1 million scaffolds 6.8 million scaffolds 0.8 million scaffolds CSDB Scaffold Analysis uuuuu compound set level 2 level 1 N N H O O N N H N N H
47. NCI/CADD Chemical Structure Database 76.2 million number of unique scaffolds per hierarchy level CSDB Scaffold Analysis uuuuu compound set 8.1 million scaffolds 0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 1 2 3 4 5 6 7 8 9 10 Hierarchy Level Number of Unique Scaffolds (in millions) 0 10.0 20.0 30.0 40.0 50.0 60.0 70.0 80.0 Number of unique structures (in million) level 2 level 1 molecular scaffold tree N N H O O N N H
48. NCI/CADD Chemical Structure Database 1667 58 5 1 2 33 11 2 N N O R 2 R 1 R 9 R 8 R 7 R 6 R 5 R 4 N N R 10 R 2 R 1 R 9 R 8 R 7 R 6 R 5 R 4 R 3 21 R 3 96 5 3 4 25 1693 16 7 73 44 2,281 uuuuu parent structures 2,726 uuuuu parent structures 744,469 uuuuu parent structures 5334 structure records in 64 databases 6007 structure records in 66 databases 1,069,046 structure records in 66 databases Scaffold Analysis S O O N N O N N H O N N H
50. Multilevel Neighborhoods of Atoms (MNA) HC C(C(CC-H)C(CC-C)-H(C)) HO C(C(CC-H)C(CN-H)-H(C)) CHCC C(C(CC-H)C(CN-H)-C(C-O-O)) CHCN C(C(CC-H)N(CC)-H(C)) CCCC C(C(CC-C)N(CC)-H(C)) CCOO N(C(CN-H)C(CN-H)) NCC -H(C(CC-H)) OHC -H(C(CN-H)) OC -H(-O(-H-C)) -C(C(CC-C)-O(-H-C)-O(-C)) -O(-H(-O)-C(C-O-O)) -O(-C(C-O-O)) NCI/CADD Chemical Structure Database Filimonov D., Poroikov V., Borodina Yu., Gloriozova T. J. Chem. Inf. Comput. Sci., 1999 , 39 (4), 666-670. MNA level 1 MNA level 2 N O H O H H
51. Multilevel Neighborhoods of Atoms (MNA) NCI/CADD Chemical Structure Database Unique MNAs level 1 level 2 13,426 918,516 2.3 billion relationships 1.3 billion relationships ~ 17 per uuuuu parent structure ~ 30 per uuuuu parent structure 76.2 million CSDB uuuuu compound set
52. Multilevel Neighborhoods of Atoms (MNA) NCI/CADD Chemical Structure Database 424,784 MNAs (level 2) are exclusive to a set of 1,3 million structures in ChemSpider Unique MNAs level 1 level 2 13,426 918,516 2.3 billion relationships 1.3 billion relationships ~ 17 per uuuuu parent structure ~ 30 per uuuuu parent structure 76.2 million CSDB uuuuu compound set
53. Chemical Structure Web Services NCI/CADD web service NCI/CADD web service NCI/CADD Chemical Structure Database (CSDB) CACTVS external web services http Chemical Identifier Resolver other software packages e.g. OPSIN Chemical Structure Web Services Indexing Chemical Space
55. Acknowledgments ChemNavigator Scott Hutton Tad Hurst CADD Group, CBL, NCI Igor Filippov Thanks to all database providers! http://cactus.nci.nih.gov Our web site: University of Cambridge Daniel Lowe Peter Murray-Rust Noel’ O Boyle (University College Cork, Ireland) Richard Apodaca (Metamolecular) Hans-Juergen Himmler
56. Acknowledgments - Software CACTVS Python Web Framework Python SQL Library Peter Ertl (Novartis) ChemWriter Javascript library