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GVK BIO Informatics
ICIC 2013
Sreeni Devidas Ph.D.
Vice President Business Development
Industry Recognition
GVK BIO INFORMATICS
COMPLETE SOLUTION FROM KNOWLEDGE MANAGEMENT TO PREDICTIVE ANALYTICS

- Patents, Journals
- Public Domain Information
- Client’s Proprietary data

Annotation &
Scientific
Data
Management

- Predictive Biology
- Drug Repurposing
- Clinical Pharmacology

- Application Development
- Application Integration
- Application Management

Knowledge
Base

Predictive
Analytics

BIO IT

- Small Molecules SAR
- Biomarker
- Clinical Trial Outcome

Environmental
Modelling and
Eco-Tox Risk
Assessment

IPR

- Prior Art search
- FTO search
- Novelty search

- PEC Assessment Reports
- Environmental Fate Registration Report
- Eco toxicological Risk Assessment
KNOWLEDGE BASE

CTOD
Clinical Trial Outcome Database
A web-based application

A web based biomarker
database

Key Differentiators

6.3 million small



26,000 biomarkers



~ 1 Mn patients

molecules





17 therapeutic



2,200 trials

areas



19 Indications



16 million SAR points



(2.9 million Patents,



840 indications

350,000 Journals)



(100,000
references)

(150,000 references)

•
•
•
•
•

Comprehensiveness
Current-ness
Usability
Comprehendability
Credibility
KNOWLEDGE BASE DEVELOPMENTCUSTOM DATA CURATION FOR FIVE LEADING DATABASE PROVIDERS

REACTIONS

CURATION FROM
JOURNAL ARTICLES

3 Million Reactions
throughput per year

Curation and Indexing
of Life Sciences and
Toxicology Journals

Developed Advanced
Curation Tools to
Improve Productivity

CLINICAL DATA
CURATION

Throughput of
600,000 Journals per
annum

Throughput of 50,000

Key Differentiators

Trials per annum

200,000 Journals per
annum

•
•
•
•
•

Comprehensiveness
Current-ness
Usability
Comprehendability
Credibility
G

Value addition through scientific data after
stringent data mining and quality process
Multi dimensional relational data

With One

Of

You Can Explore Data from

CLICK

Chemical
space

Pharmaco
logical
Space

Literature
Space

Chemical Structures
6.3 million

SAR Activities
~ 16 million

Literature Screened
3.5 million

Scaffolds

Pharmacokinetics/Metabo
lism
1.4 million

Patents
0.07 million
(3.2 M Screened)

Targets
6200+

Articles
0.3 million

~1.1 million
Frameworks or Cores
150,000

Clinical,
Marketed
& Toxic
Area

Clinical Compounds
~ 24,500
Drugs
~4750
Toxic Compounds
26,100
Data Sources
Pharmacological
Journals
Patents
(US, WO, EP, GB, JP)

Company web sites,
Conferences

Medicinal Chemistry
Journals

FDA/EMEA Docs

Scientific Reviews

Clinical Trail Registries

Manual curation with three levels of quality check
Standard Ontology for the data fields
Regular monthly data updates
DatabasesIntegrated in GOSTAR
Databases Integrated in GOSTAR

Records curated from
medicinal chemistry
journals

Contains data on the
toxicity, routes of
metabolism, organspecies-effects of toxicity

Med-Chem
Database
Natural Product
Database

Target
Databases

Mechanism
based
Toxicity
Database

Drug
Database

Clinical
Candidate
Database

Records curated from journals and
patents.
Popular target families like GPCR,
Kinase, NHR,
Peptidases etc

Contains information
on launched drugs

Compounds that have crossed
the IND phase and either ARE
or WERE in the Clinical Phase
Many publications using GOSTAR database
S.No

Title

1

Systematic exploration of dual-acting modulators
from a
combined medicinal chemistry and biology
perspective

2

Molecular clinical safety intelligence:
a system for bridging clinically focused
safety knowledge to early-stage drug
discovery – the GSK experience

Drug Discovery Today Volume 16,
Numbers 15/16 August 2011

3

What Do Medicinal Chemists Actually Make? A
50-Year Retrospective

Journal Of Medicinal Chemistry
April 25, 2011

4

Analysis of in vitro bioactivity data extracted from
drug discovery literature and patents: Ranking
1654 human protein targets by assayed
compounds and molecular scaffolds

Journal of Cheminformatics
2011, 3:14

5

Publication
Journal Of Medicinal Chemistry
Jan 3, 2013

Are There Differences between Launched Drugs,
Kazuki Ohno, Yuichi Nagahara,
Clinical Candidates, and Commercially Available
Kazuhisa Tsunoyama, and Masaya Orita
Compounds?

Company
GOSTAR database- list of publications
S.no

1

2

3

4

5

6

7

8

Title
Publication
Authors
Systematic exploration of dual-acting
Journal Of Medicinal Chemistry Aurelie Bornot, Udo Bauer, Alastair
modulators from a
Jan 3, 2013
Brown, Mike Firth, Caroline
combined medicinal chemistry and biology
Hellawell, and Ola Engkvist
perspective
Dana E. Vanderwall, Nancy Yuen,*,
Molecular clinical safety intelligence:
Mohammad Al-Ansari, James Bailey,
Drug Discovery Today Volume
a system for bridging clinically focused
David Fram,
16, Numbers 15/16 August
safety knowledge to early-stage drug
Darren V.S. Green, Stephen Pickett,
2011
discovery – the GSK experience
Giovanni Vitulli, Juan I. Luengo and
June S. Almenoff
W. Patrick Walters,* Jeremy Green,
What Do Medicinal Chemists Actually
Journal Of Medicinal Chemistry
Jonathan R. Weiss, and Mark A.
Make? A 50-Year Retrospective
April 25, 2011
Murcko
Analysis of in vitro bioactivity data
extracted from drug discovery literature
Christopher Southan, Kiran
Journal of Cheminformatics
and patents: Ranking 1654 human protein
Boppana, Sarma A.R.P. Jagarlapudi,
2011, 3:14
targets by assayed compounds and
Sorel Muresan
molecular scaffolds
Physicochemical property profiles of
Christian Tyrchan, Niklas Blomberg,
Bioorg. Med. Chem. Lett. 2009,
marketed drugs, clinical candidates and
Ola Engkvist, Thierry Kogej, Sorel
19 (24), 6943-6947
bioactive compounds
Muresan
Escape from Flatland: Increasing Saturation
J. Med. Chem., 2009, 52, 6752Frank Lovering, Jack Bikker,
as an Approach to Improving Clinical
6756
Christine Humblet
Success
Quantitative assessment of the expanding
complementarity between public and
Journal of Cheminformatics,
Christopher Southan, Peter
commercial databases of bioactive
2009, 1:10, 1-17
Varkonyi, Sorel Muresan
compounds
Josefin Rosen, Johan Gottfries, Sorel
Novel Chemical Space Exploration via
J. Med. Chem., 2009, 52 (7),
Muresan, Anders Backlund, Tudor I.
Natural Products
1953-1962
Oprea

Company
Contd..
9

10

11

12
13
14

15

16

17

Hongming Chen, Ulf Borjesson,
Ola Engkvist, Thierry Kogej, Mats
ProSAR: A New Methodology for
J. Chem. Inf. Model., 2009, 49
A. Svensson, Niklas Blomberg, Dirk
Combinatorial Library Design
(3), 603-614
Weigelt, Jeremy N. Burrows, Tim
Lange
Josef Scheiber, Bin Chen, Mariusz
Milik, Sai Chetan K. Sukuru,
Gaining insight into off-target mediated
Andreas Bender, Dmitri Mikhailov,
effects of drug candidates with a
J. Chem. Inf. Model., 2009, 49,
Steven Whitebread, Jacques
comprehensive systems chemical biology
308-317
Hamon, Kamal Azzaoui, Laszlo
analysis
Urban, Meir Glick, John W. Davies,
Jeremy L. Jenkins
Visual exploration of structure-activity
J Comput Aided Mol Des., 2008,
relationship using maximum common
Sung Jin Cho, Yaxiong Sun
22, 571-578
framework
Kinase-likeness and Kinase-Privileged
Alex M. Aronov, Brian McClain,
J. Med. Chem., 2008, 51, 1214Fragments: Toward Virtual
Cameron Stuver Moody, Mark A.
1222
Polypharmacology
Murcko
The influence of drug-like concepts on
Nature Reviews: Drug
Paul D. Leeson, Brian
decision-making in medicinal chemistry
Discovery, 2007, 6, 881-890
Springthorpe
Complementarity Between Public and
Current Topics in Medicinal
Christopher Southan, Peter
Commercial Databases: New Opportunities
Chemistry, 2007, 7, 1502-1508
Varkonyi, Sorel Muresan
in Medicinal Chemistry Informatics
Drug Discovery Today, Vol. 12,
Outsourcing lead optimization: constant
No. 1/2, 2007, 62-70
David E. Clark
change is here to stay
Shape Signatures: speeding up computer Drug Discovery Today, Vol. 11,
aided drug discovery
No. 19/20, 2006, 895-904

Peter J. Meek, ZhiWei Liu, LiFeng
Tian, Ching Y. Wang, William J.
Welsh, Randy J. Zauhar

Dependence of Molecular Properties on J. Med. Chem., 2006, 49, 3451Michal Vieth, Jeffrey J. Sutherland
Proteomic Family for Marketed Oral Drugs
3453
Thank You
Netherlands office opening soon

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ICIC 2013 New Product Introductions GVK Bio Informatics

  • 1. GVK BIO Informatics ICIC 2013 Sreeni Devidas Ph.D. Vice President Business Development
  • 3. GVK BIO INFORMATICS COMPLETE SOLUTION FROM KNOWLEDGE MANAGEMENT TO PREDICTIVE ANALYTICS - Patents, Journals - Public Domain Information - Client’s Proprietary data Annotation & Scientific Data Management - Predictive Biology - Drug Repurposing - Clinical Pharmacology - Application Development - Application Integration - Application Management Knowledge Base Predictive Analytics BIO IT - Small Molecules SAR - Biomarker - Clinical Trial Outcome Environmental Modelling and Eco-Tox Risk Assessment IPR - Prior Art search - FTO search - Novelty search - PEC Assessment Reports - Environmental Fate Registration Report - Eco toxicological Risk Assessment
  • 4. KNOWLEDGE BASE CTOD Clinical Trial Outcome Database A web-based application A web based biomarker database Key Differentiators 6.3 million small  26,000 biomarkers  ~ 1 Mn patients molecules   17 therapeutic  2,200 trials areas  19 Indications  16 million SAR points  (2.9 million Patents,  840 indications 350,000 Journals)  (100,000 references) (150,000 references) • • • • • Comprehensiveness Current-ness Usability Comprehendability Credibility
  • 5. KNOWLEDGE BASE DEVELOPMENTCUSTOM DATA CURATION FOR FIVE LEADING DATABASE PROVIDERS REACTIONS CURATION FROM JOURNAL ARTICLES 3 Million Reactions throughput per year Curation and Indexing of Life Sciences and Toxicology Journals Developed Advanced Curation Tools to Improve Productivity CLINICAL DATA CURATION Throughput of 600,000 Journals per annum Throughput of 50,000 Key Differentiators Trials per annum 200,000 Journals per annum • • • • • Comprehensiveness Current-ness Usability Comprehendability Credibility
  • 6. G Value addition through scientific data after stringent data mining and quality process
  • 7. Multi dimensional relational data With One Of You Can Explore Data from CLICK Chemical space Pharmaco logical Space Literature Space Chemical Structures 6.3 million SAR Activities ~ 16 million Literature Screened 3.5 million Scaffolds Pharmacokinetics/Metabo lism 1.4 million Patents 0.07 million (3.2 M Screened) Targets 6200+ Articles 0.3 million ~1.1 million Frameworks or Cores 150,000 Clinical, Marketed & Toxic Area Clinical Compounds ~ 24,500 Drugs ~4750 Toxic Compounds 26,100
  • 8. Data Sources Pharmacological Journals Patents (US, WO, EP, GB, JP) Company web sites, Conferences Medicinal Chemistry Journals FDA/EMEA Docs Scientific Reviews Clinical Trail Registries Manual curation with three levels of quality check Standard Ontology for the data fields Regular monthly data updates
  • 9. DatabasesIntegrated in GOSTAR Databases Integrated in GOSTAR Records curated from medicinal chemistry journals Contains data on the toxicity, routes of metabolism, organspecies-effects of toxicity Med-Chem Database Natural Product Database Target Databases Mechanism based Toxicity Database Drug Database Clinical Candidate Database Records curated from journals and patents. Popular target families like GPCR, Kinase, NHR, Peptidases etc Contains information on launched drugs Compounds that have crossed the IND phase and either ARE or WERE in the Clinical Phase
  • 10. Many publications using GOSTAR database S.No Title 1 Systematic exploration of dual-acting modulators from a combined medicinal chemistry and biology perspective 2 Molecular clinical safety intelligence: a system for bridging clinically focused safety knowledge to early-stage drug discovery – the GSK experience Drug Discovery Today Volume 16, Numbers 15/16 August 2011 3 What Do Medicinal Chemists Actually Make? A 50-Year Retrospective Journal Of Medicinal Chemistry April 25, 2011 4 Analysis of in vitro bioactivity data extracted from drug discovery literature and patents: Ranking 1654 human protein targets by assayed compounds and molecular scaffolds Journal of Cheminformatics 2011, 3:14 5 Publication Journal Of Medicinal Chemistry Jan 3, 2013 Are There Differences between Launched Drugs, Kazuki Ohno, Yuichi Nagahara, Clinical Candidates, and Commercially Available Kazuhisa Tsunoyama, and Masaya Orita Compounds? Company
  • 11. GOSTAR database- list of publications S.no 1 2 3 4 5 6 7 8 Title Publication Authors Systematic exploration of dual-acting Journal Of Medicinal Chemistry Aurelie Bornot, Udo Bauer, Alastair modulators from a Jan 3, 2013 Brown, Mike Firth, Caroline combined medicinal chemistry and biology Hellawell, and Ola Engkvist perspective Dana E. Vanderwall, Nancy Yuen,*, Molecular clinical safety intelligence: Mohammad Al-Ansari, James Bailey, Drug Discovery Today Volume a system for bridging clinically focused David Fram, 16, Numbers 15/16 August safety knowledge to early-stage drug Darren V.S. Green, Stephen Pickett, 2011 discovery – the GSK experience Giovanni Vitulli, Juan I. Luengo and June S. Almenoff W. Patrick Walters,* Jeremy Green, What Do Medicinal Chemists Actually Journal Of Medicinal Chemistry Jonathan R. Weiss, and Mark A. Make? A 50-Year Retrospective April 25, 2011 Murcko Analysis of in vitro bioactivity data extracted from drug discovery literature Christopher Southan, Kiran Journal of Cheminformatics and patents: Ranking 1654 human protein Boppana, Sarma A.R.P. Jagarlapudi, 2011, 3:14 targets by assayed compounds and Sorel Muresan molecular scaffolds Physicochemical property profiles of Christian Tyrchan, Niklas Blomberg, Bioorg. Med. Chem. Lett. 2009, marketed drugs, clinical candidates and Ola Engkvist, Thierry Kogej, Sorel 19 (24), 6943-6947 bioactive compounds Muresan Escape from Flatland: Increasing Saturation J. Med. Chem., 2009, 52, 6752Frank Lovering, Jack Bikker, as an Approach to Improving Clinical 6756 Christine Humblet Success Quantitative assessment of the expanding complementarity between public and Journal of Cheminformatics, Christopher Southan, Peter commercial databases of bioactive 2009, 1:10, 1-17 Varkonyi, Sorel Muresan compounds Josefin Rosen, Johan Gottfries, Sorel Novel Chemical Space Exploration via J. Med. Chem., 2009, 52 (7), Muresan, Anders Backlund, Tudor I. Natural Products 1953-1962 Oprea Company
  • 12. Contd.. 9 10 11 12 13 14 15 16 17 Hongming Chen, Ulf Borjesson, Ola Engkvist, Thierry Kogej, Mats ProSAR: A New Methodology for J. Chem. Inf. Model., 2009, 49 A. Svensson, Niklas Blomberg, Dirk Combinatorial Library Design (3), 603-614 Weigelt, Jeremy N. Burrows, Tim Lange Josef Scheiber, Bin Chen, Mariusz Milik, Sai Chetan K. Sukuru, Gaining insight into off-target mediated Andreas Bender, Dmitri Mikhailov, effects of drug candidates with a J. Chem. Inf. Model., 2009, 49, Steven Whitebread, Jacques comprehensive systems chemical biology 308-317 Hamon, Kamal Azzaoui, Laszlo analysis Urban, Meir Glick, John W. Davies, Jeremy L. Jenkins Visual exploration of structure-activity J Comput Aided Mol Des., 2008, relationship using maximum common Sung Jin Cho, Yaxiong Sun 22, 571-578 framework Kinase-likeness and Kinase-Privileged Alex M. Aronov, Brian McClain, J. Med. Chem., 2008, 51, 1214Fragments: Toward Virtual Cameron Stuver Moody, Mark A. 1222 Polypharmacology Murcko The influence of drug-like concepts on Nature Reviews: Drug Paul D. Leeson, Brian decision-making in medicinal chemistry Discovery, 2007, 6, 881-890 Springthorpe Complementarity Between Public and Current Topics in Medicinal Christopher Southan, Peter Commercial Databases: New Opportunities Chemistry, 2007, 7, 1502-1508 Varkonyi, Sorel Muresan in Medicinal Chemistry Informatics Drug Discovery Today, Vol. 12, Outsourcing lead optimization: constant No. 1/2, 2007, 62-70 David E. Clark change is here to stay Shape Signatures: speeding up computer Drug Discovery Today, Vol. 11, aided drug discovery No. 19/20, 2006, 895-904 Peter J. Meek, ZhiWei Liu, LiFeng Tian, Ching Y. Wang, William J. Welsh, Randy J. Zauhar Dependence of Molecular Properties on J. Med. Chem., 2006, 49, 3451Michal Vieth, Jeffrey J. Sutherland Proteomic Family for Marketed Oral Drugs 3453