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Royal Society of Chemistry
developments to support
open drug discovery
Antony Williams, Ken Karapetyan,
Valery Tkachenko, Colin Batchelor
Alexey Pshenichnov and Jon Steele
ACS Dallas
March 2014
Supporting Open Drug Discovery
• As a publisher
• As a host of chemistry databases
• As a charity and community support
• As a provider of grant-based services
• As an innovator in cheminformatics
RSC as a Publisher
• One of the world’s top publishers for chemistry
– journals, books and databases
• High quality, high impact journals – direct
journals of relevance for drug discovery
• Databases to support drug discovery – Merck
Index, ChemSpider, Natural Product Updates…
• Innovative publisher – semantic markup,
mobile developments
• ~30 million chemicals and growing
• Data sourced from >500 different sources
• Crowdsourced curation and annotation
• Ongoing deposition of data from our
journals and our collaborators
• Structure centric hub for web-searching
As host of chemistry databases
ChemSpider
ChemSpider
Properties – ACD/Labs
Properties – EPI Suite
Properties - ChemAxon
Literature references
Patents references
Books
Chemical vendors and data sources
ChemSpider
• Ongoing expansion of integrated services of
value to open drug discovery
• Integration to Mcule online docking and
toxicity checker – in development
• New grant to integrate to improved patent
service with Cambridge IP (UK)
• Integration to enhance MedChemComm
journal articles for property extraction and
data management
ChemSpider SyntheticPages
ChemSpider SyntheticPages
ChemSpider Reactions
ChemSpider Spectra
RSC as a Charity
• Acts as host and funder for networking
meetings
• Funds trainings and onsite participation
• Provides funding for RSC cheminformatics
team to work on open drug discovery projects
Open Source Drug Discovery
India
• Tuberculosis kills 1.6-1.7 million people
every year (~1 every 8 seconds)
• 1/3 of the worlds population is infected
OSDD Collaboration
Recently sponsored
cheminformatics
jamboree – training
by skilled specialists
in the applications of
cheminformatics to
medicinal chemistry
and drug design
OSDD Collaboration
• We will provide access and support to the
ChemSpider API to integrate to their OSDD
cheminformatics platform
• We will extend our data model to support their
Open Data – compounds, pharmacology data
• Synthetic reactions will be published to
ChemSpider SyntheticPages and Reactions
• Analytical Data to be published to
ChemSpider Spectra
As a provider of grant-based
services
• RSC cheminformatics participates in multiple
European consortium-based grants
• PharmaSea (FP7 funded)
• Open PHACTS (IMI funded)
• RSC hosts the UK National Chemical
Database Service (http://cds.rsc.org)
Antibiotic resistance
Discovery Curve Decay
Focus on Marine Natural Products
• RSC cheminformatics support to include:
• Provide access to natural products subset
(make available on ChemSpider)
• Develop “dereplication techniques”
• Searching NMR features against database
• Develop advanced searches for MS data
• Host Open Data from the PharmaSea project
and make available to the community
Marinlit
• RSC acquired Marinlit. Goes online in April
• All Marinlit chemical compounds in ChemSpider
• Marinlit developers are dereplication experts
Cancer Deaths Worldwide
Top Treatments for Cancer
• Over half of all drugs introduced between
1940 and 2006 were of natural origin or
inspired by natural compounds
Importance of Natural Products
Natural Products for all of us!
Natural Products Data Availability
• 3-year Innovative Medicines Initiative project
• Integrating chemistry and biology data using
semantic web technologies
• Open source code, open data and open
standards
• Academics, Pharmas, Publishers…
• To put medicines in the pipeline…
The Open PHACTS community ecosystem
Chemistry
Registration
Normalisatio
n & Q/C
• New Chemical Registration System
• Utilizes ChemSpider Validation
and Standardization platform
• Utilizes FDA rule set as basis for
standardizations
• Generate Open PHACTS identifier
(OPS ID)
OPS1
DrugBank ID DB07241
OPS5OPS4
OPS3
OPS2
OPS6
ops:OPS1 skos:exactMatch
<http://www4.wiwiss.fu-
berlin.de/drugbank/resource/drugs/DB07241> .
ops:OPS2 skos:relatedMatch ops:OPS1 .
ops:OPS3 skos:relatedMatch ops:OPS1 .
ops:OPS3 skos:closeMatch ops:OPS4 .
ops:OPS3 skos:closeMatch ops:OPS5 .
ops:OPS4 skos:closeMatch ops:OPS6 .
ops:OPS5 skos:closeMatch ops:OPS6 .
ChemSpider Validation & Standardization Platform
Quality Assurance
Open Sourcing Data and Code
• All Open PHACTS data is licensed as Open
Data and available from Open PHACTS
website – ca. 2 Million chemicals
• The Chemical Registration Service, including
Chemical Validation and Standardization
Platform will be released as Open Source
code to the community (from Open PHACTS
github site)
Enabling Academic Researchers
UK National Chemical Database
Data for the Community
• Data on ChemSpider is curated in an ongoing
fashion - take what you need!
• Used a lot for accessing the “dictionary of
chemicals” to build models – right Sean?
• Pharmacalogy data will increasingly be
available – from PharmaSea and OSDD
• All Open PHACTS data already available!
As Innovator in Cheminformatics
• Hopefully self-evident by now?
• ChemSpider
• Support of Open PHACTS, PharmaSea and
Chemical Database Service
• Releasing Open Source code to community
• To come:
• Chemical Data Repository in development
• Hosting models for the community
We are doing it…we will do more
Royal Society of Chemistry
developments to support
open drug discovery
Thank you
Email: williamsa@rsc.org
ORCID: 0000-0002-2668-4821
Twitter: @ChemConnector
Personal Blog: www.chemconnector.com
SLIDES: www.slideshare.net/AntonyWilliams

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Royal society of chemistry developments to support open drug discovery

  • 1. Royal Society of Chemistry developments to support open drug discovery Antony Williams, Ken Karapetyan, Valery Tkachenko, Colin Batchelor Alexey Pshenichnov and Jon Steele ACS Dallas March 2014
  • 2. Supporting Open Drug Discovery • As a publisher • As a host of chemistry databases • As a charity and community support • As a provider of grant-based services • As an innovator in cheminformatics
  • 3. RSC as a Publisher • One of the world’s top publishers for chemistry – journals, books and databases • High quality, high impact journals – direct journals of relevance for drug discovery • Databases to support drug discovery – Merck Index, ChemSpider, Natural Product Updates… • Innovative publisher – semantic markup, mobile developments
  • 4. • ~30 million chemicals and growing • Data sourced from >500 different sources • Crowdsourced curation and annotation • Ongoing deposition of data from our journals and our collaborators • Structure centric hub for web-searching As host of chemistry databases
  • 12. Books
  • 13. Chemical vendors and data sources
  • 14. ChemSpider • Ongoing expansion of integrated services of value to open drug discovery • Integration to Mcule online docking and toxicity checker – in development • New grant to integrate to improved patent service with Cambridge IP (UK) • Integration to enhance MedChemComm journal articles for property extraction and data management
  • 19. RSC as a Charity • Acts as host and funder for networking meetings • Funds trainings and onsite participation • Provides funding for RSC cheminformatics team to work on open drug discovery projects
  • 20. Open Source Drug Discovery India
  • 21. • Tuberculosis kills 1.6-1.7 million people every year (~1 every 8 seconds) • 1/3 of the worlds population is infected
  • 22. OSDD Collaboration Recently sponsored cheminformatics jamboree – training by skilled specialists in the applications of cheminformatics to medicinal chemistry and drug design
  • 23. OSDD Collaboration • We will provide access and support to the ChemSpider API to integrate to their OSDD cheminformatics platform • We will extend our data model to support their Open Data – compounds, pharmacology data • Synthetic reactions will be published to ChemSpider SyntheticPages and Reactions • Analytical Data to be published to ChemSpider Spectra
  • 24. As a provider of grant-based services • RSC cheminformatics participates in multiple European consortium-based grants • PharmaSea (FP7 funded) • Open PHACTS (IMI funded) • RSC hosts the UK National Chemical Database Service (http://cds.rsc.org)
  • 25.
  • 28.
  • 29. Focus on Marine Natural Products • RSC cheminformatics support to include: • Provide access to natural products subset (make available on ChemSpider) • Develop “dereplication techniques” • Searching NMR features against database • Develop advanced searches for MS data • Host Open Data from the PharmaSea project and make available to the community
  • 30. Marinlit • RSC acquired Marinlit. Goes online in April • All Marinlit chemical compounds in ChemSpider • Marinlit developers are dereplication experts
  • 33. • Over half of all drugs introduced between 1940 and 2006 were of natural origin or inspired by natural compounds Importance of Natural Products
  • 34. Natural Products for all of us!
  • 35. Natural Products Data Availability
  • 36. • 3-year Innovative Medicines Initiative project • Integrating chemistry and biology data using semantic web technologies • Open source code, open data and open standards • Academics, Pharmas, Publishers… • To put medicines in the pipeline…
  • 37. The Open PHACTS community ecosystem
  • 38.
  • 39. Chemistry Registration Normalisatio n & Q/C • New Chemical Registration System • Utilizes ChemSpider Validation and Standardization platform • Utilizes FDA rule set as basis for standardizations • Generate Open PHACTS identifier (OPS ID)
  • 40. OPS1 DrugBank ID DB07241 OPS5OPS4 OPS3 OPS2 OPS6 ops:OPS1 skos:exactMatch <http://www4.wiwiss.fu- berlin.de/drugbank/resource/drugs/DB07241> . ops:OPS2 skos:relatedMatch ops:OPS1 . ops:OPS3 skos:relatedMatch ops:OPS1 . ops:OPS3 skos:closeMatch ops:OPS4 . ops:OPS3 skos:closeMatch ops:OPS5 . ops:OPS4 skos:closeMatch ops:OPS6 . ops:OPS5 skos:closeMatch ops:OPS6 .
  • 41. ChemSpider Validation & Standardization Platform Quality Assurance
  • 42. Open Sourcing Data and Code • All Open PHACTS data is licensed as Open Data and available from Open PHACTS website – ca. 2 Million chemicals • The Chemical Registration Service, including Chemical Validation and Standardization Platform will be released as Open Source code to the community (from Open PHACTS github site)
  • 43. Enabling Academic Researchers UK National Chemical Database
  • 44. Data for the Community • Data on ChemSpider is curated in an ongoing fashion - take what you need! • Used a lot for accessing the “dictionary of chemicals” to build models – right Sean? • Pharmacalogy data will increasingly be available – from PharmaSea and OSDD • All Open PHACTS data already available!
  • 45. As Innovator in Cheminformatics • Hopefully self-evident by now? • ChemSpider • Support of Open PHACTS, PharmaSea and Chemical Database Service • Releasing Open Source code to community • To come: • Chemical Data Repository in development • Hosting models for the community
  • 46. We are doing it…we will do more Royal Society of Chemistry developments to support open drug discovery
  • 47. Thank you Email: williamsa@rsc.org ORCID: 0000-0002-2668-4821 Twitter: @ChemConnector Personal Blog: www.chemconnector.com SLIDES: www.slideshare.net/AntonyWilliams