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What else can you do with the Markush cartridge?
Tracking chemical series for project teams
Gregory Landrum Ph.D., Anna Pelliccioli Ph.D.
NIBR Informatics
Novartis Institutes for BioMedical Research
Basel
ChemAxon UGM 2014 Cambridge, MA
The Problem
§  Medicinal chemists frequently use the idea of the “Series” as an
organizing principle.
§  A compound belongs to a Series if its structure contains a particular
substructure or scaffold
§  Scaffold definitions are ‘in the Chemist’s head’ or in some local files
§  Learnings/decisions from med chem projects are typically associated
with the individual series.
•  “We were unable to achieve selectivity with series A”
•  “Series B has metabolic liabilities”
•  “We decided to start lead-optimization activities with series C”
§  Series-level knowledge stays with scientists or, at best, in slide decks
The Compound Series and Favorites Project (CSF)
§  Provide scientists with a shared space to store scaffold definitions and
most significant compounds (Favorites).
§  Structures should be searchable within the new application
§  Scientists should be able to annotate structures and scaffolds to
capture their learnings
§  Everything should be accessible from other applications (like Spotfire)
via web services
An aside
§  All structures and data in this presentation are taken from public data
sources:
•  Neil R. Curtis, Janusz J. Kulagowski, Paul D. Leeson, Mark P. Ridgill, Frances Emms, Stephen B.
Freedman, Shil Patel, Smita Patel, 1999, 'Synthesis and sar of 2- and 3-substituted 7-azaindoles as
potential dopamine D4 ligands', Bioorganic & Medicinal Chemistry Letters, vol. 9, no. 4, pp. 585-588
•  Thomas R. Belliotti, Wouter A. Brink, Suzanne R. Kesten, John R. Rubin, David J. Wustrow, Kim T.
Zoski, Steven Z. Whetzel, Ann E. Corbin, Thomas A. Pugsley, Thomas G. Heffner, Lawrence D.
Wise, 1998, 'Isoindolinone enantiomers having affinity for the dopamine D4 receptor', Bioorganic &
Medicinal Chemistry Letters, vol. 8, no. 12, pp. 1499-1502
•  Christian Haubmann, Harald Hübner, Peter Gmeiner, 1999, 'Piperidinylpyrroles: Design, synthesis
and binding properties of novel and selective dopamine D4 receptor ligands', Bioorganic & Medicinal
Chemistry Letters, vol. 9, no. 21, pp. 3143-3146
•  Hubert H. M. Van Tol, James R. Bunzow, Hong-Chang Guan, Roger K. Sunahara, Philip Seeman,
Hyman B. Niznik, Olivier Civelli, 1991, 'Cloning of the gene for a human dopamine D4 receptor with
high affinity for the antipsychotic clozapine', Nature, vol. 350, no. 6319, pp. 610-614
•  Jalaj Arora, Michel Bordeleau, Laurence Dube, Keith Jarvie, Lucy Mazzocco, Jack Peragine, Ashok
Tehim, Ian Egle, 2005, 'N-[(3S)-1-Benzylpyrrolidin-3-yl]-(2-thienyl)benzamides: Human dopamine D4
ligands with high affinity for the 5-HT2A receptor', Bioorganic & Medicinal Chemistry Letters, vol. 15,
no. 23, pp. 5253-5256
§  Chemical structures exported from ChEMBL 19.
CSF – the system
§  Web-based front end:
•  Bootstrap + JQuery
•  ChemDraw
•  Avalon toolkit for structure rendering
•  Calls out to multiple NIBR services
§  CSF Service Layer:
•  Java-based REST services
•  RDKit for structure validation
§  Database:
•  Oracle + JChem + Markush extensions
CSF – the home page
Project Overview
Three series
Compound
Scaffold
Series overview
Detail Page and Path
Detail Page and Path
reasoning
Detail Page and Path
source(s)
Adding sources
Detail Page and Path
tags
Tags
Detail Page and Path
links
Detail Page and Path
notes
Adding compound/scaffold
Markush features
Several Markush
features can be used to
define scaffolds
Not all features are
supported: depends on
what the cartridge can
store as a target and
what our internal
renderer can display
Supported Markush features
Checking for unsupported generic features
Search + Markush
Finds both
compounds and
scaffolds
Search + Markush - alternative
structure search + other criteria
Integration with other tools: Spotfire
Selecting scaffolds/compounds
Lists populated from
CSF’s service layer
Integration with other tools: Spotfire
Editing, renaming
Integration with other tools: Spotfire
Using the scaffolds
Acknowledgements
§  Project team
•  Anna Pelliccioli
•  Manuel Schwarze
•  Recca Chatterjee
•  Mikhail Rybalkin
•  Roman Bolshev
§  Acceptance Team
•  Natalie Dales
•  Stefanie Flohr
•  Greg Hollingworth
•  Patrick Lee
•  Wolfgang Miltz
•  Ansgar Schuffenhauer
§  Advisory Team
•  Mark Burfoot
•  John Davies
•  Jeremy Jenkins
•  Greg Landrum
•  Greg Paris
•  Tim Smith
§  Others
•  Nico Pulver
•  Guido Koch
•  Hans Widmer
§  ChemAxon
•  Andras Volford

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USUGM 2014 - Gregory Landrum (Novartis): What else can you do with the Markush cartridge?

  • 1. What else can you do with the Markush cartridge? Tracking chemical series for project teams Gregory Landrum Ph.D., Anna Pelliccioli Ph.D. NIBR Informatics Novartis Institutes for BioMedical Research Basel ChemAxon UGM 2014 Cambridge, MA
  • 2. The Problem §  Medicinal chemists frequently use the idea of the “Series” as an organizing principle. §  A compound belongs to a Series if its structure contains a particular substructure or scaffold §  Scaffold definitions are ‘in the Chemist’s head’ or in some local files §  Learnings/decisions from med chem projects are typically associated with the individual series. •  “We were unable to achieve selectivity with series A” •  “Series B has metabolic liabilities” •  “We decided to start lead-optimization activities with series C” §  Series-level knowledge stays with scientists or, at best, in slide decks
  • 3. The Compound Series and Favorites Project (CSF) §  Provide scientists with a shared space to store scaffold definitions and most significant compounds (Favorites). §  Structures should be searchable within the new application §  Scientists should be able to annotate structures and scaffolds to capture their learnings §  Everything should be accessible from other applications (like Spotfire) via web services
  • 4. An aside §  All structures and data in this presentation are taken from public data sources: •  Neil R. Curtis, Janusz J. Kulagowski, Paul D. Leeson, Mark P. Ridgill, Frances Emms, Stephen B. Freedman, Shil Patel, Smita Patel, 1999, 'Synthesis and sar of 2- and 3-substituted 7-azaindoles as potential dopamine D4 ligands', Bioorganic & Medicinal Chemistry Letters, vol. 9, no. 4, pp. 585-588 •  Thomas R. Belliotti, Wouter A. Brink, Suzanne R. Kesten, John R. Rubin, David J. Wustrow, Kim T. Zoski, Steven Z. Whetzel, Ann E. Corbin, Thomas A. Pugsley, Thomas G. Heffner, Lawrence D. Wise, 1998, 'Isoindolinone enantiomers having affinity for the dopamine D4 receptor', Bioorganic & Medicinal Chemistry Letters, vol. 8, no. 12, pp. 1499-1502 •  Christian Haubmann, Harald Hübner, Peter Gmeiner, 1999, 'Piperidinylpyrroles: Design, synthesis and binding properties of novel and selective dopamine D4 receptor ligands', Bioorganic & Medicinal Chemistry Letters, vol. 9, no. 21, pp. 3143-3146 •  Hubert H. M. Van Tol, James R. Bunzow, Hong-Chang Guan, Roger K. Sunahara, Philip Seeman, Hyman B. Niznik, Olivier Civelli, 1991, 'Cloning of the gene for a human dopamine D4 receptor with high affinity for the antipsychotic clozapine', Nature, vol. 350, no. 6319, pp. 610-614 •  Jalaj Arora, Michel Bordeleau, Laurence Dube, Keith Jarvie, Lucy Mazzocco, Jack Peragine, Ashok Tehim, Ian Egle, 2005, 'N-[(3S)-1-Benzylpyrrolidin-3-yl]-(2-thienyl)benzamides: Human dopamine D4 ligands with high affinity for the 5-HT2A receptor', Bioorganic & Medicinal Chemistry Letters, vol. 15, no. 23, pp. 5253-5256 §  Chemical structures exported from ChEMBL 19.
  • 5. CSF – the system §  Web-based front end: •  Bootstrap + JQuery •  ChemDraw •  Avalon toolkit for structure rendering •  Calls out to multiple NIBR services §  CSF Service Layer: •  Java-based REST services •  RDKit for structure validation §  Database: •  Oracle + JChem + Markush extensions
  • 6. CSF – the home page
  • 10. Detail Page and Path reasoning
  • 11. Detail Page and Path source(s)
  • 13. Detail Page and Path tags
  • 14. Tags
  • 15. Detail Page and Path links
  • 16. Detail Page and Path notes
  • 18. Markush features Several Markush features can be used to define scaffolds Not all features are supported: depends on what the cartridge can store as a target and what our internal renderer can display
  • 20. Checking for unsupported generic features
  • 21. Search + Markush Finds both compounds and scaffolds
  • 22. Search + Markush - alternative structure search + other criteria
  • 23. Integration with other tools: Spotfire Selecting scaffolds/compounds Lists populated from CSF’s service layer
  • 24. Integration with other tools: Spotfire Editing, renaming
  • 25. Integration with other tools: Spotfire Using the scaffolds
  • 26. Acknowledgements §  Project team •  Anna Pelliccioli •  Manuel Schwarze •  Recca Chatterjee •  Mikhail Rybalkin •  Roman Bolshev §  Acceptance Team •  Natalie Dales •  Stefanie Flohr •  Greg Hollingworth •  Patrick Lee •  Wolfgang Miltz •  Ansgar Schuffenhauer §  Advisory Team •  Mark Burfoot •  John Davies •  Jeremy Jenkins •  Greg Landrum •  Greg Paris •  Tim Smith §  Others •  Nico Pulver •  Guido Koch •  Hans Widmer §  ChemAxon •  Andras Volford