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September 2015 Florent Chevillard
SCUBIDOO a free online database exploring
new chemical space
Open Source Pharma, 2nd annual meeting Rauischholzhausen, Germany
Outline
Background Creation of the database A guided tour Outlook
I
II
III
IV
2
Challenges in Drug Discovery I - II - III - IV Background
Need of more effective drugs for many diseases*
Efficacy
* Hann M., Med. Chem. Commun. 2011
Less side effects Selectivity
Focus on innovative drugs rather than derivative ones
Novelty
3
Challenge in Drug Discovery I - II - III - IV Background
How to address the novelty challenge ?
4
Chemical Space I - II - III - IV Background
5
Reduced Chemical Space
Synthesis Products
Bioactive Compounds
In silico Compounds
I - II - III - IV Background
6
58 robust chemical reactions *
Tractable Products
Building Blocks
Products from SCUBIDOO
* Hartenfeller et al. J. Chem. Inf. Model. 2011
I - II - III - IV Database
7
SCUBIDOO’s size
21 035 460 products
7 805 building blocks
I - II - III - IV Database
8
Challenge in Drug Discovery
Does SCUBIDOO offer novelty ?
I - II - III - IV Database
9
Novelty ? YES I - II - III - IV Database
10
Demo
SCUBIDOO*, a rapid tour
I - II - III - IV Demo
* Chevillard F., Kolb P., J. Chem. Inf. Model. 2015 11
www.kolblab.org/scubidoo I - II - III - IV Demo
12
Product I - II - III - IV Demo
13
Reactant I - II - III - IV Demo
14
Products from a reactant I - II - III - IV Demo
15
Future developments
How to improve SCUBIDOO ?
I - II - III - IV Outlook
16
Future developments
Info Size Speed
I - II - III - IV Outlook
17
Future developments
Info Size Speed
I - II - III - IV Outlook
17
Repository of building blocks
(7 805)
(25 000)
21 M products
> 300 M products
SCUBIDOO 1.0
SCUBIDOO 2.0
I - II - III - IV Outlook
18
Repository of building blocks
Billions of products SCUBIDOO X.Y
I - II - III - IV Outlook
18
Future developments
Info Size Speed
I - II - III - IV Outlook
19
Products: add more information I - II - III - IV Outlook
Add prices of BB libraries Idea
Display the price of the products Explore “cheap chemical space”
Results
Prices are not easily shared Challenge
Collaboration with vendors ? Solution
20
Future developments
Info Size Speed
I - II - III - IV Outlook
21
Speed: could be a bottleneck I - II - III - IV Outlook
Web service on a single workstation Current
Increase of the size of the db More traffic
Challenges
Host the service on AWS EC2 Servers scales according the need
Solution
22
Application
How can SCUBIDOO help OSP?
I - II - III - IV Outlook
23
Application I - II - III - IV Outlook
24
Open innovation approach • Freely accessible database • Million of compounds • Synthesis instructions • Crowdsourcing
Focus on cheap compounds: fail fast, but fail cheap Idea generator
Remerciements
Peter Kolb
Jonathan Cramer Johannes Schiebel Alexander Metz
Timo Krotzky Tobias Wulsdorf Thomas Rickmeyer
+ you for your attention
25
Questions ?
26