Delivering an online service for validating andstandardizing chemical structure files usingthe ChemSpider platform
Overview• Introduction  – Why do we need to    validate/standardise data  – Examples of problems in general  – Examples of...
What are we trying to achieve?• Everyone wants high quality data• The ChemSpider team is building a reputation on  data qu...
What do we mean by Validation and         Standardisation?• Validated  – Check for hypervalency, charge balance, missing  ...
Where will CVSP be useful• Currently, a standalone system• In the future; Validation/standardisation routines  will be use...
What we want to avoid
What do we do now?• Currently, ChemSpider uses structures (as  InChI’s) as the database key• Need structures for depositio...
What are the common errors?• Records without a structure• Incorrect valences• Atom labels
What are the common errors?• Unbalanced charge   – Name-structure errors• Salts• Polymers/Organometallics• Missing stereoc...
Side Effects of InChI on ChemSpider:            Sort of helpful
Side Effects of InChI on ChemSpider• Advantages and disadvantages  – The depictions are meant to represent the same molecu...
Substance Registry System• How do you decide your standardisation rules?• Avoid standards in isolationhttp://www.fda.gov/d...
Salt and Ionic Bonds
Nitro groups
Ammonium salts
Validation rulesIn XML:Code generated dynamically from rule set.Indigo API used behind the scenes.
Standardization rulesCorrections stored in database:SMIRKS-based corrections and also proximity- based metal–non-metal rec...
Case study: DrugBank• DrugBank (http://www.drugbank.ca/)  maintained by David Wishart• Database contains 6711 structures• ...
ChemSpider Standardization• Entire ChemSpider database will be  standardized using modified FDA rule set• Original Molfile...
CVSP as a Flexible System• There will be various rules sets  – Rigid pre-defined rules: e.g. Meeting FDA    specifications...
Incorporating CVSP into dataprocessing platforms: Knime      • The workflow        includes:         – SDF reader         ...
Incorporating CVSP into data    processing platforms: Knime• Warning is returned as a result of processing
Summary• Will release back results of DrugBank• Alpha version of CVSP available:  http://cv.beta.rsc-us.org/Batches.aspx• ...
Thank youEmail: chemspider@rsc.orgTwitter: ChemSpiderhttp://www.chemspider.comhttp://cssp.chemspider.com/
ChemValidator – an online service for validating and standardizing chemical structure files
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ChemValidator – an online service for validating and standardizing chemical structure files

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The production of valid and appropriate chemical structure representations which are appropriate for deposition into chemical structure databases and for inclusion into scientific publications requires adoption of a set of pre-processing filters and standardization procedures. As part of our ongoing effort to improve the quality of data for deposition into the RSC ChemSpider database, to provide a manner by which to validate and prepare data for publication and to provide a valuable service to the chemistry community, we have delivered the ChemValidator online service. This website provides access to an intuitive user interface for the upload of chemical compounds in various formats, pre-processing and standardization relative to a defined set of standards and validation checking of the chemicals according to a number of rules including hypervalency, absence of stereochemistry and charge balance. This presentation will report on the development of ChemValidator.

This presentation was given by David Sharpe at the ACS Fall Meeting in 2012

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  • This chemical is in many places…Wolfram Alpha, PubChem etc…. Is there value in “duplicates/triplicates”? A record with two instances of the same molecule? What about 15 waters? Can you show an example in PubChem that we inherited???
  • We believe our dataset may collapse significantly…
  • ChemValidator – an online service for validating and standardizing chemical structure files

    1. 1. Delivering an online service for validating andstandardizing chemical structure files usingthe ChemSpider platform
    2. 2. Overview• Introduction – Why do we need to validate/standardise data – Examples of problems in general – Examples of Problems in ChemSpider – Why InChI is not enough – FDA rules
    3. 3. What are we trying to achieve?• Everyone wants high quality data• The ChemSpider team is building a reputation on data quality• Many datasources have errors• We need to identify: – Errors – Inconsistencies – Data duplication/Inappropriate separation of data• Requires a process of validation and standardization
    4. 4. What do we mean by Validation and Standardisation?• Validated – Check for hypervalency, charge balance, missing stereo – Name-Structure relationships, etc.• Standardized – Use standard rules to “standardize” compounds; Nitro groups, O-Metal bonds, tautomers, etc.
    5. 5. Where will CVSP be useful• Currently, a standalone system• In the future; Validation/standardisation routines will be used: – Built in to our deposition system – At registration for new compounds – To improve existing data in ChemSpider – pass through the ChemSpider backfile• Potential to offer optional checking service to authors
    6. 6. What we want to avoid
    7. 7. What do we do now?• Currently, ChemSpider uses structures (as InChI’s) as the database key• Need structures for depositions• 2 Steps: – Pre-processing prior to deposition – InChI algorithm; provides standardisation and mapping
    8. 8. What are the common errors?• Records without a structure• Incorrect valences• Atom labels
    9. 9. What are the common errors?• Unbalanced charge – Name-structure errors• Salts• Polymers/Organometallics• Missing stereochemistry
    10. 10. Side Effects of InChI on ChemSpider: Sort of helpful
    11. 11. Side Effects of InChI on ChemSpider• Advantages and disadvantages – The depictions are meant to represent the same molecule – Not easy to pick out “bad” representations
    12. 12. Substance Registry System• How do you decide your standardisation rules?• Avoid standards in isolationhttp://www.fda.gov/downloads/ForIndustry/DataStandards/SubstanceRegistrationSyste m-UniqueIngredientIdentifierUNII/ucm127743.pdf• Note: This document is only a starting point
    13. 13. Salt and Ionic Bonds
    14. 14. Nitro groups
    15. 15. Ammonium salts
    16. 16. Validation rulesIn XML:Code generated dynamically from rule set.Indigo API used behind the scenes.
    17. 17. Standardization rulesCorrections stored in database:SMIRKS-based corrections and also proximity- based metal–non-metal reconnection.
    18. 18. Case study: DrugBank• DrugBank (http://www.drugbank.ca/) maintained by David Wishart• Database contains 6711 structures• Widely regarded as a well curated, high quality datasetDrugBank 3.0: a comprehensive resource for omics research on drugs. Knox C, Law V,Jewison T, Liu P, Ly S, Frolkis A, Pon A, Banco K, Mak C, Neveu V, Djoumbou Y, Eisner R,Guo AC, Wishart DS., Nucleic Acids Res., 2011, 39, Jan, D1035-41.
    19. 19. ChemSpider Standardization• Entire ChemSpider database will be standardized using modified FDA rule set• Original Molfiles will be standardized and all properties (predicted properties, SMILES, InChIs, Names) will all be regenerated• Standardization procedures automatically applied to all future depositions
    20. 20. CVSP as a Flexible System• There will be various rules sets – Rigid pre-defined rules: e.g. Meeting FDA specifications as written, Open PHACTS modified rules set, etc. – Flexible user-defined rules: users upload their rules in our custom format (XML) – The Open PHACTS rule set will be open to the community to reuse
    21. 21. Incorporating CVSP into dataprocessing platforms: Knime • The workflow includes: – SDF reader – Indigo nodes – calls for ChemSpider validation Web services
    22. 22. Incorporating CVSP into data processing platforms: Knime• Warning is returned as a result of processing
    23. 23. Summary• Will release back results of DrugBank• Alpha version of CVSP available: http://cv.beta.rsc-us.org/Batches.aspx• Will be a resource for the Community• Will improve ChemSpider• Still a long way to go….
    24. 24. Thank youEmail: chemspider@rsc.orgTwitter: ChemSpiderhttp://www.chemspider.comhttp://cssp.chemspider.com/
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