1 real world chemistry virtual discovery for the real world joe mernagh 19 may 2005
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Real World Chemistry
Virtual discovery for the real world
Joe Mernagh19 May 2005
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Introduction – Joe Mernagh
15 Years Cap Gemini• Consultant: knowledge systems, IT strategy, Life Sciences R&D
• Senior Manager Life Sciences Global Management Unit
4 years Evotec OAI• Chief Knowledge Officer
• Executive manager responsible for Knowledge Management and IT
• Innovative drug discovery solutions
Active Dynamics• Independent consultant and interim manager
• Focus on companies involved in drug discovery
• Projects with potential for long term value creation
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Why get excited about virtual discovery ?
Virtual discovery, both rational and high throughput, is playing an ever greater role in the discovery process
Virtual discovery
• Cheap
• Immediate, rapid experiments
• No shelf-life or repeatability issues
• No physical infrastructure
• Coverage of all accessible chemistry
space
Laboratory based discovery
• Expensive
• Long setup stage, slow experiments
• Compounds and assays degrade
• Laboratory infrastructure
• Chemistry space is defined by access
to physical compounds
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How does virtual discovery help solve the R&D bottleneck ?
Only virtual techniques, discovering highly profiled candidate molecules for laboratory testing, can address the bottleneck
• Genomics and proteomics research has given the world a wealth of potential druggable targets to work on and has started a race to identify appropriate small molecules
• High throughput laboratory chemistry and screening technologies have not been powerful enough to deal with the avalanche of targets
• There is no appetite to scale up physical chemistry and screening beyond current technology limitations
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Introducing on-demand in-silico discovery
In virtual discovery, the only constraints are the quality of the algorithms and the availability of processing power
• The complexity of virtual discovery technology is a major constraint for SMEs - there is an opportunity to provide a complete ASP service for discovery informatics
• Processing requirements for virtual discovery are potentially very large and very irregular – an on-demand facility combining leading edge software and large scale computing power might be highly attractive proposition for companies of all sizes
• The combination of unique virtual discovery technology and massive computing power will create wholly new ways of exploring chemical space
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So, what is the big idea ?
The idea is to allow researchers to buy virtual drug discovery capability on an as-needed basis by plugging their workstations
into the internet
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The Real World Chemistry in-silico discovery centre
Large Scale Computing Facility
ChemAxon Discovery Tools
Java GUI
Virtual Synthesis Engine ChemAxon Reaction Library
Virtual Compound Space
Web Services Access
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What services might this provide ?
SynthesiseNew VirtualCompounds
FindChemical
Route
IdentifyDrug-like
Candidates
ProfileCompounds
DesignAnalogs
Design De-novoCompounds
ScreenCompounds
Diversity andCluster Analysis
Find compounds and scaffolds to fit a specific bioavailability and physico-chemical profile
What is the pKa, LogD, LogP, polar surface area etc of my compounds ?
Input compound - create new, synthetically feasible analogs
Fragment based rational design of de-novo compounds
Give me a synthetic route and reagents for my selected compounds
Create me a new virtual library from my selected reactions and inputs
Screen selected compounds for efficacy, ADME and toxicity
How chemically diverse are my selected compounds ?
Large Scale Computing Facility
ChemAxon Discovery Tools
Java GUI
Virtual Synthesis Engine
ChemAxon Reaction Library
Virtual Compound Space
Web Services Access
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Why ChemAxon technology is ideal for building an on-demand in-silico discovery platform
Chemical terms = Smart Reactions =synthetically feasible products
Profile compounds:elemental analysis, pKa, LogP, LogD, polar surface area, charge distribution, refractivity, major microspecies etc
Library of key preparative reactions
Powerful java based structure, reaction and query editor
Chemical and pharmacophore similarity searching
High performance fingerprint and graph based topology searching
Optimised high throughput virtual screening
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You can contribute to making this a reality
At this User Group Meeting, you can participate :
• Discussion about the composition and value of an on-demand virtual discovery centre
• Survey of market interest in such a facility
… or back of envelope design over a beer !
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You can contribute to making this a reality
• Help us develop the GUI environment which will provide the entry point to the virtual discovery tools
• Hook in your virtual screening technology (target based virtual screening, ADME/T models etc)
• Be an early adopter and get an opportunity to contribute your particular requirements during the design process
As a partner, you can participate in an exciting new business proposition which already has the interest of a leading global provider of information technology services :
There is a real commercial opportunity to be part of a unique, ground-breaking project