SlideShare a Scribd company logo
1 of 29
Code Content Community
Code Content Community

Building a Robust Translational Research
Community around the Open-Source
tranSMART Platform

The Paris Workshop
4-November-2013
Code

Content

Community

Translational Research
Translational Research Is the
process of applying ideas,
insights, and discoveries
generated through basic
scientific inquiry to the
treatment and prevention of
human disease
– the critical bridge between
basic and clinical research.

Catalyzing Translational Innovation
CHRISTOPHER P. AUSTIN, M.D. DIRECTOR, NCATS

The steps in translational
research are designed to ensure
that the discoveries that advance
into human trials have the
highest possible chance of
success in terms of both safety
Code

Content

Community

The Translational Challenge
Target
Validation

Basic Science
NIH
$29 Billion/Yr **
Discovery

Lead
Optimization

Non Clinical
Safety

First in
Human

Translational
Science

Clinical Development
Biotech and Pharma
$64 Billion/Yr **

Phase
II

Phase
III

FDA
Approval

The Translational Gap
** Sources: Michael J. Fox Foundation for Parkinson’s Research; Faster Cures 2013

Market
Launch
Code

Content

Framing the Challenge
Research Data is Increasing
GEO Sample Counts Over Time

Community
Code

Content

Community

Translational Science is Becoming an Information Science
Data Integration & Analysis

Populations

Athey and Omenn, 2009
Code

Content

Community

Addressing the Innovation Challenge
Code

Content

Community

tranSMART: More than just a Platform
an approach to enable translational science

tranSMART – A platform
and a Community
• Open-source and opendata translational
biomedical research
community
• Scientists, Developers,
Service Providers,
Clinicians

A Community…
Code

Content

Community

tranSMART Foundation Ethos:
From the Linux Foundation Playbook
Open communication
• With an open community and publicly visible and accessible
communication channels, anyone can join the community and meet
hundreds of other community members just like them.
Licensing of work
• Every contribution to the community is licensed in such a way that
it benefits the entire community. The fair licensing of all
contributions adds a strong sense of confidence to the security of
the community.
Open tools
• Anyone with an Internet connection and a computer can
contribute. All of the development tools and documentation are
entirely free and open to access. This provides a low barrier to
entry, and lets new users play with the technology.
Code

Content

Community

tranSMART Creates Value:
Collaboration Between Groups and Functions
Clinical Group
• Trial design
• Patient stratification
• Response prediction

Discovery Group
• Target validation
• Biomarker discovery

Preclinical Group
• Animal models
• Drug sensitivity
• Toxicity
Code

Ops Team
(Officers)

THE TRANSMART FOUNDATION

Content

Community

A Not for Profit Corporation
www.transmartfoundation.org

Executive Director
Kevin Smith, MSIS
University of Michigan

Co-Chief Executive Officer
Michael Braxenthaler, PhD
Roche, Pistoia Alliance

Co-Chief Executive Officer
Brian Athey, PhD
University of Michigan

Treasurer
Ashley George, PhD,
GlaxoSmithKline, Pistoia

Chief Technology Officer
Yike Guo, PhD
Imperial College London

Chief Science Officer
Keith Elliston, PhD
Seneca Creek Research
Code

Content

Community

The tranSMART Foundation
Vision
Realizing the promise of translational biomedical research by
provision and continuous improvement of a open source code base
for data sharing and analytics.

Mission
The tranSMART Foundation enables effective sharing, integration,
standardization, and analysis of heterogeneous data from
collaborative translational research by mobilizing the tranSMART
open-source and open-data community.
Code

Content

Community

THE ROLE OF THE TRANSMART FOUNDATION
What if... Scientists working at every university, non-profit research organization,
pharmaceutical and biotechnology company in the world could share their precompetitive clinical and molecular biology data – working together to turn scientific
discoveries into medical breakthroughs?

Community
Foster a global community of Users, Developers, and Commercial Service Providers

Code
Serve as a gateway to high value tranSMART content
V1.1 (Sep-13)
V1.2 (Q2-14)
V2.0 (TBD)

Content

Serve as a gateway to high value tranSMART content
Catalogs coming in late 2013

Continuity
>$50M in public/private investment in tranSMART-related projects so far
Code

Content

Community

The tranSMART Foundation Goals
1. Establish and sustain tranSMART as the preferred data
sharing and analytics platform for translational biomedical
research.
2. Link academic, non-profit and corporate research
communities for collaborative research facilitated by
tranSMART.
3. Align and grow a vibrant developer network around the
scientific goals of the tranSMART community.
4. Reduce barriers to entry through use of advanced
technologies and an active marketplace.
Code

Content

Community

Foundation Key Initiatives
• Community
– Community Coordination
 Developer and User
infrastructure
 Workshops, Hackathons,
Scientific Meetings

– tF Certified Program
• Ensure the quality of content
and services

– Business / Marketplace
Development
• Bring new products and services
to the tranSMART Community

• Code
– Version 1.x Roadmap
 Version 1.1 released 9/15/13
• Version 1.2 planned

– Version 2.x Roadmap
• Initial architecture design planned
6/30/14
• Initial release planned 6/30/15

• Content
– Public release of high quality
curated datasets

• Continuity
– Membership program
 Ensure the sustainability of the
platform and community
Code

Content

Community

The tranSMART Platform is Being Adopted:
over 35 organizations have implemented tranSMART
•

•

•
•
•
•

International Research Initiatives
– IMI – eTRIKS, EMIF
– CTMM – TraIT
Pharma & Biotech
– Sanofi, Millennium, Pfizer, JNJ, Roche
Government aligned Institutions
– FDA
Non-Profits
– 1Mind4Research, Orion Bionetworks
Hospitals / Academics
– U Michigan, John’s Hopkins, St. Jude
Service Providers
– Thomson Reuters,
Recombinant(Deloitte), theHyve,
Rancho Biosciences, BTGS

Start
2008
2008
2010
2010
2010
2011
2011

2012
2012
2012
2012
2012
2012
2012
2012
2012
2012
2012
2012

2013
2013
2013
2013
2013
2013

Organization
Johnson & Johnson
Recombinant by Deloitte
Sage Bionetworks
Thomson Reuters
U-BIOPRED
SAFE-T
University of Michigan,
Comprehensive Cancer Center
(UMCCC)
BT Cure
CTMM/TraIT
FDA
IMI/eTRIKS
Merck
Millennium Pharmaceuticals
One Mind for Research (1M4R)
Pfizer
Roche
Sanofi-Aventis
St. Jude
University of Michigan,
Department of Computational
Medicine & Bioinformatics
(DCM&B)
Agios
APHP-HEGP Paris France
Boehringer Ingelheim
Bristol Myers Squibb
BT Global Services
Accelerated Cure Project for MS

Type
Pharma
Services
Non profit
Services
Consortium
Consortium
Academic

Stage
Production
Multiple
Production
Support
Production
Pilot
Production

Consortium
Consortium
Government
Consortium
Pharma
Pharma
Non profit
Pharma
Pharma
Pharma
Non profit medical center
Academic

Pilot
Development
Development
Development
Pilot
Production
Production
Production
Evaluation
Development
Development
Development, Pilot

Biotechnology
Academic
Pharma
Pharma
Services
Non profit

Evaluation
Production
Pilot
Evaluation
Pilot
Development
Code

Content

Community

All new development will be based upon the new
tranSMART V1.1 core
The tranSMART Foundation
Coordinates Development to
Ensure a Clear Direction
TM 1.1
Code

Content

Community

Teams develop within the context of their projects
The tranSMART Foundation
Coordinates Development to
Ensure a Clear Direction
eTRIKS

TM 1.1

TraIT
Code

Content

Community

Foundation Led Team Gathers and Helps Decide
What to Include in tranSMART v1.2
The tranSMART Foundation
Coordinates Development to
Ensure a Clear Direction
eTRIKS

TM 1.1

TraIT
Code

Content

Community

Code Integration Phase Driven by Requirements
The tranSMART Foundation
Coordinates Development to
Ensure a Clear Direction
eTRIKS

TraIT
Code

Content

Community

The Foundation will convene a Release Team to
Manage the Process
The tranSMART Foundation
Coordinates Development to
Ensure a Clear Direction
eTRIKS

TM 1.2

TraIT
Code

Content

Community

The tranSMART Codebase
Code

Content

Community

The tranSMART Project
Code

Content

The tranSMART Project
Impact of the Foundation

Initial OSS Release

Version 1.1
Release

Ann Arbor
Workshop
Amsterdam
Workshop

Community
Code

Content

Community

Top Committers to the Codebase
Code

Content

Community
Code

Content

Community

The Foundation’s Plan and Timeline
 Phase 1

4/15/13 - 12/31/13

 Deliver tranSMART v1.1
 Establish Operations team
 Initiate membership program

• Phase 2 –
–
–
–
–
–

1/1/14 – 12/31/14

Formalize and Stabilise all Operations
Deliver tranSMART v1.2
Initiate development of v2.0
Initiate Content Repository
Convene new member-driven BOD

• Phase 3 –

1/1/15 – beyond

– Growth to sustainability, governed by
members
– Implementation of v2.x platform

• 3 year plan
– growth to sustainability for the
Foundation, Community and Platform
– Organize and enhance the tranSMART
Community

• Focus on geographical centers of
excellence
– North America, Europe and Asia

• Ensure the quality and usability of
the content and services
– tF Certified Program

• Define the Intellectual Property
Landscape
– Open source licenses for Code and
Content
Code Content Community
Code Content Community

GOVERNANCE STRUCTURE
Board of Directors
(15 Members)
Governance/Oversight

Ops Team
(Officers)
Management

Community Committee

Code Committee

Content Committee

establish and oversee

Community workgroup/s
• User community
• Developer community
• Marketplace
• Documentation & Training

Code workgroup/s
• Architecture group
• Release life cycle mgm’t

Content workgroup/s
• Scientific AB
• Public content
• Functionality requirements
Code

Content

Community

Foundation Value-Adds
• Community
– Community Activities
• Workshops, hack-a-thons,
conferences

– Business Development
• New service providers, technology
partners, etc.

• Code
– Organization of new releases
– Communicating user requirements
– Deploying and managing developer
infrastructure
– Developing quality standards

• Content
– Encouraging content contributions
to the community
– Community directed content
curation

• Continuity
– Ensuring that investments in
tranSMART projects benefit the
whole community
– Securing new investments in the
platform and community

Providing a Nucleus to Build and Grow the tranSMART Community
Code

Content

Community

What the Foundation needs from you…
• Become a member
– Support the Foundation
– Participate in Governance and Direction

• Advocate for the platform
– Building the community is critical for long term
success and sustainability

• Participate in the Community
–
–
–
–

Software Development
Software Testing
Documentation Development
Scientific Input

More Related Content

Similar to tranSMART Community Meeting 5-7 Nov 13 - Session 2: Developing a TR Community around the tranSMART Platform

Project On-Science
Project On-ScienceProject On-Science
Project On-ScienceAmrit Ravi
 
The Largest General Translational Informatics Public Private Partnership to Date
The Largest General Translational Informatics Public Private Partnership to DateThe Largest General Translational Informatics Public Private Partnership to Date
The Largest General Translational Informatics Public Private Partnership to DateLaura Berry
 
Susanna Sansone at the Knowledge Dialogues/ODHK "Beyond Open"event
Susanna Sansone at the Knowledge Dialogues/ODHK "Beyond Open"eventSusanna Sansone at the Knowledge Dialogues/ODHK "Beyond Open"event
Susanna Sansone at the Knowledge Dialogues/ODHK "Beyond Open"eventGigaScience, BGI Hong Kong
 
Framework and Roadmap towards an Open Science Infrastructure/Simon Hodson
Framework and Roadmap towards an Open Science Infrastructure/Simon HodsonFramework and Roadmap towards an Open Science Infrastructure/Simon Hodson
Framework and Roadmap towards an Open Science Infrastructure/Simon HodsonAfrican Open Science Platform
 
Direct Project HIT Standards 10.27
Direct Project HIT Standards 10.27Direct Project HIT Standards 10.27
Direct Project HIT Standards 10.27Brian Ahier
 
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...BigData_Europe
 
A coordinated framework for open data open science in Botswana/Simon Hodson
A coordinated framework for open data open science in Botswana/Simon HodsonA coordinated framework for open data open science in Botswana/Simon Hodson
A coordinated framework for open data open science in Botswana/Simon HodsonAfrican Open Science Platform
 
Update on communication, advocacy, data and knowledge management
Update on communication, advocacy, data and knowledge managementUpdate on communication, advocacy, data and knowledge management
Update on communication, advocacy, data and knowledge managementILRI
 
Data commons bonazzi bd2 k fundamentals of science feb 2017
Data commons bonazzi   bd2 k fundamentals of science feb 2017Data commons bonazzi   bd2 k fundamentals of science feb 2017
Data commons bonazzi bd2 k fundamentals of science feb 2017Vivien Bonazzi
 
(Open) Research Data Management in H2020 (ISERD – Tel Aviv, Oct 31, 2016)
(Open) Research Data Management in H2020 (ISERD – Tel Aviv, Oct 31, 2016)(Open) Research Data Management in H2020 (ISERD – Tel Aviv, Oct 31, 2016)
(Open) Research Data Management in H2020 (ISERD – Tel Aviv, Oct 31, 2016)OpenAIRE
 
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...
RDMkit, a Research Data Management Toolkit.  Built by the Community for the ...RDMkit, a Research Data Management Toolkit.  Built by the Community for the ...
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...Carole Goble
 
Turning FAIR into Reality: Briefing on the EC’s report on FAIR data
Turning FAIR into Reality: Briefing on the EC’s report on FAIR dataTurning FAIR into Reality: Briefing on the EC’s report on FAIR data
Turning FAIR into Reality: Briefing on the EC’s report on FAIR datadri_ireland
 
Collaborative Medicinal Chemistry Research
Collaborative Medicinal Chemistry ResearchCollaborative Medicinal Chemistry Research
Collaborative Medicinal Chemistry ResearchDavid Andrews
 
Linked Open Data_mlanet13
Linked Open Data_mlanet13Linked Open Data_mlanet13
Linked Open Data_mlanet13Kristi Holmes
 
My FAIR share of the work - Diamond Light Source - Dec 2018
My FAIR share of the work - Diamond Light Source - Dec 2018My FAIR share of the work - Diamond Light Source - Dec 2018
My FAIR share of the work - Diamond Light Source - Dec 2018Susanna-Assunta Sansone
 
Challenging Development and Research Communications Internal communications
Challenging Development and Research Communications Internal communicationsChallenging Development and Research Communications Internal communications
Challenging Development and Research Communications Internal communicationsFrancois Stepman
 
Internal communications for agricultural research mechanism
Internal communications for agricultural research mechanismInternal communications for agricultural research mechanism
Internal communications for agricultural research mechanismGCARD Conferences
 

Similar to tranSMART Community Meeting 5-7 Nov 13 - Session 2: Developing a TR Community around the tranSMART Platform (20)

Ilik - Beyond the Manuscript: Using IRs for Non Traditional Content Types
Ilik - Beyond the Manuscript: Using IRs for Non Traditional Content TypesIlik - Beyond the Manuscript: Using IRs for Non Traditional Content Types
Ilik - Beyond the Manuscript: Using IRs for Non Traditional Content Types
 
Project On-Science
Project On-ScienceProject On-Science
Project On-Science
 
The Largest General Translational Informatics Public Private Partnership to Date
The Largest General Translational Informatics Public Private Partnership to DateThe Largest General Translational Informatics Public Private Partnership to Date
The Largest General Translational Informatics Public Private Partnership to Date
 
FAIR overview - MAQC Society, Feb 2018
FAIR overview - MAQC Society, Feb 2018FAIR overview - MAQC Society, Feb 2018
FAIR overview - MAQC Society, Feb 2018
 
Susanna Sansone at the Knowledge Dialogues/ODHK "Beyond Open"event
Susanna Sansone at the Knowledge Dialogues/ODHK "Beyond Open"eventSusanna Sansone at the Knowledge Dialogues/ODHK "Beyond Open"event
Susanna Sansone at the Knowledge Dialogues/ODHK "Beyond Open"event
 
Framework and Roadmap towards an Open Science Infrastructure/Simon Hodson
Framework and Roadmap towards an Open Science Infrastructure/Simon HodsonFramework and Roadmap towards an Open Science Infrastructure/Simon Hodson
Framework and Roadmap towards an Open Science Infrastructure/Simon Hodson
 
Direct Project HIT Standards 10.27
Direct Project HIT Standards 10.27Direct Project HIT Standards 10.27
Direct Project HIT Standards 10.27
 
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...
 
A coordinated framework for open data open science in Botswana/Simon Hodson
A coordinated framework for open data open science in Botswana/Simon HodsonA coordinated framework for open data open science in Botswana/Simon Hodson
A coordinated framework for open data open science in Botswana/Simon Hodson
 
Update on communication, advocacy, data and knowledge management
Update on communication, advocacy, data and knowledge managementUpdate on communication, advocacy, data and knowledge management
Update on communication, advocacy, data and knowledge management
 
Data commons bonazzi bd2 k fundamentals of science feb 2017
Data commons bonazzi   bd2 k fundamentals of science feb 2017Data commons bonazzi   bd2 k fundamentals of science feb 2017
Data commons bonazzi bd2 k fundamentals of science feb 2017
 
FAIR play?
FAIR play? FAIR play?
FAIR play?
 
(Open) Research Data Management in H2020 (ISERD – Tel Aviv, Oct 31, 2016)
(Open) Research Data Management in H2020 (ISERD – Tel Aviv, Oct 31, 2016)(Open) Research Data Management in H2020 (ISERD – Tel Aviv, Oct 31, 2016)
(Open) Research Data Management in H2020 (ISERD – Tel Aviv, Oct 31, 2016)
 
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...
RDMkit, a Research Data Management Toolkit.  Built by the Community for the ...RDMkit, a Research Data Management Toolkit.  Built by the Community for the ...
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...
 
Turning FAIR into Reality: Briefing on the EC’s report on FAIR data
Turning FAIR into Reality: Briefing on the EC’s report on FAIR dataTurning FAIR into Reality: Briefing on the EC’s report on FAIR data
Turning FAIR into Reality: Briefing on the EC’s report on FAIR data
 
Collaborative Medicinal Chemistry Research
Collaborative Medicinal Chemistry ResearchCollaborative Medicinal Chemistry Research
Collaborative Medicinal Chemistry Research
 
Linked Open Data_mlanet13
Linked Open Data_mlanet13Linked Open Data_mlanet13
Linked Open Data_mlanet13
 
My FAIR share of the work - Diamond Light Source - Dec 2018
My FAIR share of the work - Diamond Light Source - Dec 2018My FAIR share of the work - Diamond Light Source - Dec 2018
My FAIR share of the work - Diamond Light Source - Dec 2018
 
Challenging Development and Research Communications Internal communications
Challenging Development and Research Communications Internal communicationsChallenging Development and Research Communications Internal communications
Challenging Development and Research Communications Internal communications
 
Internal communications for agricultural research mechanism
Internal communications for agricultural research mechanismInternal communications for agricultural research mechanism
Internal communications for agricultural research mechanism
 

More from David Peyruc

tranSMART Community Meeting 5-7 Nov 13 - Session 3: The TraIT user stories fo...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: The TraIT user stories fo...tranSMART Community Meeting 5-7 Nov 13 - Session 3: The TraIT user stories fo...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: The TraIT user stories fo...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Characterization of the c...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Characterization of the c...tranSMART Community Meeting 5-7 Nov 13 - Session 3: Characterization of the c...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Characterization of the c...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Advancing tranSMART Analy...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Advancing tranSMART Analy...tranSMART Community Meeting 5-7 Nov 13 - Session 5: Advancing tranSMART Analy...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Advancing tranSMART Analy...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Recent tranSMART Lessons ...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Recent tranSMART Lessons ...tranSMART Community Meeting 5-7 Nov 13 - Session 5: Recent tranSMART Lessons ...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Recent tranSMART Lessons ...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: eTRIKS - Science Driven D...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: eTRIKS - Science Driven D...tranSMART Community Meeting 5-7 Nov 13 - Session 5: eTRIKS - Science Driven D...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: eTRIKS - Science Driven D...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: EMIF (European Medical In...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: EMIF (European Medical In...tranSMART Community Meeting 5-7 Nov 13 - Session 5: EMIF (European Medical In...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: EMIF (European Medical In...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: The Accelerated Cure Proj...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: The Accelerated Cure Proj...tranSMART Community Meeting 5-7 Nov 13 - Session 5: The Accelerated Cure Proj...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: The Accelerated Cure Proj...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Modularization (Plug‐Ins,...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Modularization (Plug‐Ins,...tranSMART Community Meeting 5-7 Nov 13 - Session 3: Modularization (Plug‐Ins,...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Modularization (Plug‐Ins,...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 4: tranSMART Foundation (tF)...
tranSMART Community Meeting 5-7 Nov 13 - Session 4: tranSMART Foundation (tF)...tranSMART Community Meeting 5-7 Nov 13 - Session 4: tranSMART Foundation (tF)...
tranSMART Community Meeting 5-7 Nov 13 - Session 4: tranSMART Foundation (tF)...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Pfizer’s Recent Use of tr...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Pfizer’s Recent Use of tr...tranSMART Community Meeting 5-7 Nov 13 - Session 3: Pfizer’s Recent Use of tr...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Pfizer’s Recent Use of tr...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART and the One Min...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART and the One Min...tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART and the One Min...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART and the One Min...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART a Data Warehous...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART a Data Warehous...tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART a Data Warehous...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART a Data Warehous...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart’s application t...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart’s application t...tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart’s application t...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart’s application t...David Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart-data
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart-datatranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart-data
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart-dataDavid Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Simulation in tranSMART
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Simulation in tranSMARTtranSMART Community Meeting 5-7 Nov 13 - Session 3: Simulation in tranSMART
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Simulation in tranSMARTDavid Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Clinical Biomarker Discovery
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Clinical Biomarker DiscoverytranSMART Community Meeting 5-7 Nov 13 - Session 3: Clinical Biomarker Discovery
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Clinical Biomarker DiscoveryDavid Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Herding Cat
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Herding CattranSMART Community Meeting 5-7 Nov 13 - Session 2: Herding Cat
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Herding CatDavid Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 2: MongoDB: What, Why And When
tranSMART Community Meeting 5-7 Nov 13 - Session 2: MongoDB: What, Why And WhentranSMART Community Meeting 5-7 Nov 13 - Session 2: MongoDB: What, Why And When
tranSMART Community Meeting 5-7 Nov 13 - Session 2: MongoDB: What, Why And WhenDavid Peyruc
 
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Creating a Comprehensive ...
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Creating a Comprehensive ...tranSMART Community Meeting 5-7 Nov 13 - Session 2: Creating a Comprehensive ...
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Creating a Comprehensive ...David Peyruc
 

More from David Peyruc (20)

tranSMART Community Meeting 5-7 Nov 13 - Session 3: The TraIT user stories fo...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: The TraIT user stories fo...tranSMART Community Meeting 5-7 Nov 13 - Session 3: The TraIT user stories fo...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: The TraIT user stories fo...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Characterization of the c...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Characterization of the c...tranSMART Community Meeting 5-7 Nov 13 - Session 3: Characterization of the c...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Characterization of the c...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Advancing tranSMART Analy...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Advancing tranSMART Analy...tranSMART Community Meeting 5-7 Nov 13 - Session 5: Advancing tranSMART Analy...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Advancing tranSMART Analy...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Recent tranSMART Lessons ...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Recent tranSMART Lessons ...tranSMART Community Meeting 5-7 Nov 13 - Session 5: Recent tranSMART Lessons ...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: Recent tranSMART Lessons ...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: eTRIKS - Science Driven D...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: eTRIKS - Science Driven D...tranSMART Community Meeting 5-7 Nov 13 - Session 5: eTRIKS - Science Driven D...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: eTRIKS - Science Driven D...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: EMIF (European Medical In...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: EMIF (European Medical In...tranSMART Community Meeting 5-7 Nov 13 - Session 5: EMIF (European Medical In...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: EMIF (European Medical In...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 5: The Accelerated Cure Proj...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: The Accelerated Cure Proj...tranSMART Community Meeting 5-7 Nov 13 - Session 5: The Accelerated Cure Proj...
tranSMART Community Meeting 5-7 Nov 13 - Session 5: The Accelerated Cure Proj...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Modularization (Plug‐Ins,...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Modularization (Plug‐Ins,...tranSMART Community Meeting 5-7 Nov 13 - Session 3: Modularization (Plug‐Ins,...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Modularization (Plug‐Ins,...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 4: tranSMART Foundation (tF)...
tranSMART Community Meeting 5-7 Nov 13 - Session 4: tranSMART Foundation (tF)...tranSMART Community Meeting 5-7 Nov 13 - Session 4: tranSMART Foundation (tF)...
tranSMART Community Meeting 5-7 Nov 13 - Session 4: tranSMART Foundation (tF)...
 
Community
CommunityCommunity
Community
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Pfizer’s Recent Use of tr...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Pfizer’s Recent Use of tr...tranSMART Community Meeting 5-7 Nov 13 - Session 3: Pfizer’s Recent Use of tr...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Pfizer’s Recent Use of tr...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART and the One Min...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART and the One Min...tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART and the One Min...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART and the One Min...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART a Data Warehous...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART a Data Warehous...tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART a Data Warehous...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: tranSMART a Data Warehous...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart’s application t...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart’s application t...tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart’s application t...
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart’s application t...
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart-data
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart-datatranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart-data
tranSMART Community Meeting 5-7 Nov 13 - Session 3: transmart-data
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Simulation in tranSMART
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Simulation in tranSMARTtranSMART Community Meeting 5-7 Nov 13 - Session 3: Simulation in tranSMART
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Simulation in tranSMART
 
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Clinical Biomarker Discovery
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Clinical Biomarker DiscoverytranSMART Community Meeting 5-7 Nov 13 - Session 3: Clinical Biomarker Discovery
tranSMART Community Meeting 5-7 Nov 13 - Session 3: Clinical Biomarker Discovery
 
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Herding Cat
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Herding CattranSMART Community Meeting 5-7 Nov 13 - Session 2: Herding Cat
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Herding Cat
 
tranSMART Community Meeting 5-7 Nov 13 - Session 2: MongoDB: What, Why And When
tranSMART Community Meeting 5-7 Nov 13 - Session 2: MongoDB: What, Why And WhentranSMART Community Meeting 5-7 Nov 13 - Session 2: MongoDB: What, Why And When
tranSMART Community Meeting 5-7 Nov 13 - Session 2: MongoDB: What, Why And When
 
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Creating a Comprehensive ...
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Creating a Comprehensive ...tranSMART Community Meeting 5-7 Nov 13 - Session 2: Creating a Comprehensive ...
tranSMART Community Meeting 5-7 Nov 13 - Session 2: Creating a Comprehensive ...
 

Recently uploaded

CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls ServiceMiss joya
 
Call Girls Chennai Megha 9907093804 Independent Call Girls Service Chennai
Call Girls Chennai Megha 9907093804 Independent Call Girls Service ChennaiCall Girls Chennai Megha 9907093804 Independent Call Girls Service Chennai
Call Girls Chennai Megha 9907093804 Independent Call Girls Service ChennaiNehru place Escorts
 
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service JaipurHigh Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipurparulsinha
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Serviceparulsinha
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...narwatsonia7
 
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Miss joya
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.MiadAlsulami
 
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...Nehru place Escorts
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Miss joya
 
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% SafeBangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safenarwatsonia7
 
Ahmedabad Call Girls CG Road 🔝9907093804 Short 1500 💋 Night 6000
Ahmedabad Call Girls CG Road 🔝9907093804  Short 1500  💋 Night 6000Ahmedabad Call Girls CG Road 🔝9907093804  Short 1500  💋 Night 6000
Ahmedabad Call Girls CG Road 🔝9907093804 Short 1500 💋 Night 6000aliya bhat
 
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls ServiceCall Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Servicenarwatsonia7
 
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service ChennaiCall Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service ChennaiNehru place Escorts
 
Call Girls Service Noida Maya 9711199012 Independent Escort Service Noida
Call Girls Service Noida Maya 9711199012 Independent Escort Service NoidaCall Girls Service Noida Maya 9711199012 Independent Escort Service Noida
Call Girls Service Noida Maya 9711199012 Independent Escort Service NoidaPooja Gupta
 
Call Girls Yelahanka Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Yelahanka Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Yelahanka Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Yelahanka Just Call 7001305949 Top Class Call Girl Service Availablenarwatsonia7
 
Aspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliAspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliRewAs ALI
 
Call Girl Chennai Indira 9907093804 Independent Call Girls Service Chennai
Call Girl Chennai Indira 9907093804 Independent Call Girls Service ChennaiCall Girl Chennai Indira 9907093804 Independent Call Girls Service Chennai
Call Girl Chennai Indira 9907093804 Independent Call Girls Service ChennaiNehru place Escorts
 

Recently uploaded (20)

Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
 
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
 
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCREscort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
 
Call Girls Chennai Megha 9907093804 Independent Call Girls Service Chennai
Call Girls Chennai Megha 9907093804 Independent Call Girls Service ChennaiCall Girls Chennai Megha 9907093804 Independent Call Girls Service Chennai
Call Girls Chennai Megha 9907093804 Independent Call Girls Service Chennai
 
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service JaipurHigh Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
 
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
 
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
 
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% SafeBangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
 
Ahmedabad Call Girls CG Road 🔝9907093804 Short 1500 💋 Night 6000
Ahmedabad Call Girls CG Road 🔝9907093804  Short 1500  💋 Night 6000Ahmedabad Call Girls CG Road 🔝9907093804  Short 1500  💋 Night 6000
Ahmedabad Call Girls CG Road 🔝9907093804 Short 1500 💋 Night 6000
 
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls ServiceCall Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
 
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service ChennaiCall Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
 
Call Girls Service Noida Maya 9711199012 Independent Escort Service Noida
Call Girls Service Noida Maya 9711199012 Independent Escort Service NoidaCall Girls Service Noida Maya 9711199012 Independent Escort Service Noida
Call Girls Service Noida Maya 9711199012 Independent Escort Service Noida
 
Call Girls Yelahanka Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Yelahanka Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Yelahanka Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Yelahanka Just Call 7001305949 Top Class Call Girl Service Available
 
Aspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliAspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas Ali
 
Call Girl Chennai Indira 9907093804 Independent Call Girls Service Chennai
Call Girl Chennai Indira 9907093804 Independent Call Girls Service ChennaiCall Girl Chennai Indira 9907093804 Independent Call Girls Service Chennai
Call Girl Chennai Indira 9907093804 Independent Call Girls Service Chennai
 

tranSMART Community Meeting 5-7 Nov 13 - Session 2: Developing a TR Community around the tranSMART Platform

  • 1. Code Content Community Code Content Community Building a Robust Translational Research Community around the Open-Source tranSMART Platform The Paris Workshop 4-November-2013
  • 2. Code Content Community Translational Research Translational Research Is the process of applying ideas, insights, and discoveries generated through basic scientific inquiry to the treatment and prevention of human disease – the critical bridge between basic and clinical research. Catalyzing Translational Innovation CHRISTOPHER P. AUSTIN, M.D. DIRECTOR, NCATS The steps in translational research are designed to ensure that the discoveries that advance into human trials have the highest possible chance of success in terms of both safety
  • 3. Code Content Community The Translational Challenge Target Validation Basic Science NIH $29 Billion/Yr ** Discovery Lead Optimization Non Clinical Safety First in Human Translational Science Clinical Development Biotech and Pharma $64 Billion/Yr ** Phase II Phase III FDA Approval The Translational Gap ** Sources: Michael J. Fox Foundation for Parkinson’s Research; Faster Cures 2013 Market Launch
  • 4. Code Content Framing the Challenge Research Data is Increasing GEO Sample Counts Over Time Community
  • 5. Code Content Community Translational Science is Becoming an Information Science Data Integration & Analysis Populations Athey and Omenn, 2009
  • 7. Code Content Community tranSMART: More than just a Platform an approach to enable translational science tranSMART – A platform and a Community • Open-source and opendata translational biomedical research community • Scientists, Developers, Service Providers, Clinicians A Community…
  • 8. Code Content Community tranSMART Foundation Ethos: From the Linux Foundation Playbook Open communication • With an open community and publicly visible and accessible communication channels, anyone can join the community and meet hundreds of other community members just like them. Licensing of work • Every contribution to the community is licensed in such a way that it benefits the entire community. The fair licensing of all contributions adds a strong sense of confidence to the security of the community. Open tools • Anyone with an Internet connection and a computer can contribute. All of the development tools and documentation are entirely free and open to access. This provides a low barrier to entry, and lets new users play with the technology.
  • 9. Code Content Community tranSMART Creates Value: Collaboration Between Groups and Functions Clinical Group • Trial design • Patient stratification • Response prediction Discovery Group • Target validation • Biomarker discovery Preclinical Group • Animal models • Drug sensitivity • Toxicity
  • 10. Code Ops Team (Officers) THE TRANSMART FOUNDATION Content Community A Not for Profit Corporation www.transmartfoundation.org Executive Director Kevin Smith, MSIS University of Michigan Co-Chief Executive Officer Michael Braxenthaler, PhD Roche, Pistoia Alliance Co-Chief Executive Officer Brian Athey, PhD University of Michigan Treasurer Ashley George, PhD, GlaxoSmithKline, Pistoia Chief Technology Officer Yike Guo, PhD Imperial College London Chief Science Officer Keith Elliston, PhD Seneca Creek Research
  • 11. Code Content Community The tranSMART Foundation Vision Realizing the promise of translational biomedical research by provision and continuous improvement of a open source code base for data sharing and analytics. Mission The tranSMART Foundation enables effective sharing, integration, standardization, and analysis of heterogeneous data from collaborative translational research by mobilizing the tranSMART open-source and open-data community.
  • 12. Code Content Community THE ROLE OF THE TRANSMART FOUNDATION What if... Scientists working at every university, non-profit research organization, pharmaceutical and biotechnology company in the world could share their precompetitive clinical and molecular biology data – working together to turn scientific discoveries into medical breakthroughs? Community Foster a global community of Users, Developers, and Commercial Service Providers Code Serve as a gateway to high value tranSMART content V1.1 (Sep-13) V1.2 (Q2-14) V2.0 (TBD) Content Serve as a gateway to high value tranSMART content Catalogs coming in late 2013 Continuity >$50M in public/private investment in tranSMART-related projects so far
  • 13. Code Content Community The tranSMART Foundation Goals 1. Establish and sustain tranSMART as the preferred data sharing and analytics platform for translational biomedical research. 2. Link academic, non-profit and corporate research communities for collaborative research facilitated by tranSMART. 3. Align and grow a vibrant developer network around the scientific goals of the tranSMART community. 4. Reduce barriers to entry through use of advanced technologies and an active marketplace.
  • 14. Code Content Community Foundation Key Initiatives • Community – Community Coordination  Developer and User infrastructure  Workshops, Hackathons, Scientific Meetings – tF Certified Program • Ensure the quality of content and services – Business / Marketplace Development • Bring new products and services to the tranSMART Community • Code – Version 1.x Roadmap  Version 1.1 released 9/15/13 • Version 1.2 planned – Version 2.x Roadmap • Initial architecture design planned 6/30/14 • Initial release planned 6/30/15 • Content – Public release of high quality curated datasets • Continuity – Membership program  Ensure the sustainability of the platform and community
  • 15. Code Content Community The tranSMART Platform is Being Adopted: over 35 organizations have implemented tranSMART • • • • • • International Research Initiatives – IMI – eTRIKS, EMIF – CTMM – TraIT Pharma & Biotech – Sanofi, Millennium, Pfizer, JNJ, Roche Government aligned Institutions – FDA Non-Profits – 1Mind4Research, Orion Bionetworks Hospitals / Academics – U Michigan, John’s Hopkins, St. Jude Service Providers – Thomson Reuters, Recombinant(Deloitte), theHyve, Rancho Biosciences, BTGS Start 2008 2008 2010 2010 2010 2011 2011 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2013 2013 2013 2013 2013 2013 Organization Johnson & Johnson Recombinant by Deloitte Sage Bionetworks Thomson Reuters U-BIOPRED SAFE-T University of Michigan, Comprehensive Cancer Center (UMCCC) BT Cure CTMM/TraIT FDA IMI/eTRIKS Merck Millennium Pharmaceuticals One Mind for Research (1M4R) Pfizer Roche Sanofi-Aventis St. Jude University of Michigan, Department of Computational Medicine & Bioinformatics (DCM&B) Agios APHP-HEGP Paris France Boehringer Ingelheim Bristol Myers Squibb BT Global Services Accelerated Cure Project for MS Type Pharma Services Non profit Services Consortium Consortium Academic Stage Production Multiple Production Support Production Pilot Production Consortium Consortium Government Consortium Pharma Pharma Non profit Pharma Pharma Pharma Non profit medical center Academic Pilot Development Development Development Pilot Production Production Production Evaluation Development Development Development, Pilot Biotechnology Academic Pharma Pharma Services Non profit Evaluation Production Pilot Evaluation Pilot Development
  • 16. Code Content Community All new development will be based upon the new tranSMART V1.1 core The tranSMART Foundation Coordinates Development to Ensure a Clear Direction TM 1.1
  • 17. Code Content Community Teams develop within the context of their projects The tranSMART Foundation Coordinates Development to Ensure a Clear Direction eTRIKS TM 1.1 TraIT
  • 18. Code Content Community Foundation Led Team Gathers and Helps Decide What to Include in tranSMART v1.2 The tranSMART Foundation Coordinates Development to Ensure a Clear Direction eTRIKS TM 1.1 TraIT
  • 19. Code Content Community Code Integration Phase Driven by Requirements The tranSMART Foundation Coordinates Development to Ensure a Clear Direction eTRIKS TraIT
  • 20. Code Content Community The Foundation will convene a Release Team to Manage the Process The tranSMART Foundation Coordinates Development to Ensure a Clear Direction eTRIKS TM 1.2 TraIT
  • 23. Code Content The tranSMART Project Impact of the Foundation Initial OSS Release Version 1.1 Release Ann Arbor Workshop Amsterdam Workshop Community
  • 26. Code Content Community The Foundation’s Plan and Timeline  Phase 1 4/15/13 - 12/31/13  Deliver tranSMART v1.1  Establish Operations team  Initiate membership program • Phase 2 – – – – – – 1/1/14 – 12/31/14 Formalize and Stabilise all Operations Deliver tranSMART v1.2 Initiate development of v2.0 Initiate Content Repository Convene new member-driven BOD • Phase 3 – 1/1/15 – beyond – Growth to sustainability, governed by members – Implementation of v2.x platform • 3 year plan – growth to sustainability for the Foundation, Community and Platform – Organize and enhance the tranSMART Community • Focus on geographical centers of excellence – North America, Europe and Asia • Ensure the quality and usability of the content and services – tF Certified Program • Define the Intellectual Property Landscape – Open source licenses for Code and Content
  • 27. Code Content Community Code Content Community GOVERNANCE STRUCTURE Board of Directors (15 Members) Governance/Oversight Ops Team (Officers) Management Community Committee Code Committee Content Committee establish and oversee Community workgroup/s • User community • Developer community • Marketplace • Documentation & Training Code workgroup/s • Architecture group • Release life cycle mgm’t Content workgroup/s • Scientific AB • Public content • Functionality requirements
  • 28. Code Content Community Foundation Value-Adds • Community – Community Activities • Workshops, hack-a-thons, conferences – Business Development • New service providers, technology partners, etc. • Code – Organization of new releases – Communicating user requirements – Deploying and managing developer infrastructure – Developing quality standards • Content – Encouraging content contributions to the community – Community directed content curation • Continuity – Ensuring that investments in tranSMART projects benefit the whole community – Securing new investments in the platform and community Providing a Nucleus to Build and Grow the tranSMART Community
  • 29. Code Content Community What the Foundation needs from you… • Become a member – Support the Foundation – Participate in Governance and Direction • Advocate for the platform – Building the community is critical for long term success and sustainability • Participate in the Community – – – – Software Development Software Testing Documentation Development Scientific Input

Editor's Notes

  1. The tranSMART platform was initially developed for internal use at JNJ. In 2012, the platform was contributed to the public domain as an open-source project. In 2013, the tranSMART Foundation was established to coalesce the tranSMART open-source/open-data community and steward community resources. The tranSMART Foundation has since established a series of community development resources (forums, code repository, community workshops, and more), organized the community to release the first new version of the platform (version 1.1, delivered on schedule, September 15, 2013) and is bringing multiple commercial partners to the community that are contributing data and services to the community at no cost. These efforts represent the beginning of a true translational research ecosystem. Recently, the tranSMART Foundation launched a membership program that enables the community to participate in the development, governance and sustainability of this non-profit organization, for the benefit of the entire translational research community. Details of the Foundation's strategy and membership program will be presented.