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The Pistoia Alliance
  Information Ecosystem Workshop



10 October 2011
Hannover, Germany

http://pistoiaalliance.org
Welcome!




           2
Why this workshop?




                     3
Why this workshop?




                     4
Life Science Information Landscape

A rapidly evolving ecosystem
     Yesterday                                  Today                                   Tomorrow



        Big Life
       Science
       Company




                 Yesterday                     Today                      Tomorrow
Innovation       Innovation inside             Searching for Innovation   Heterogeneity of collaborations. Part
                                                                          of the wider ecosystem
Model
IT               Internal apps & data          Struggling with change     Cloud/Services
                                               Security and Trust

Data             Mostly inside                 In and Out                 Distributed

Portfolio        Internally driven and owned   Partially shared           Shared portfolio
                                                                                                                  5
The Pistoia Mission


      Lowering the barriers to
            innovation
  by improving inter-operability of
       R&D business processes
      through pre competitive
           collaboration

                                      6
The Role of Pistoia: Node or ”Glue”?

                              Proprietary
                                                       • Pistoia is not a node in
                                content
      Public                   provider                its own right
     content
     provider                                          • Pistoia supports the
                                                       connections between
                                                       the nodes

    CRO                                                • Pistoia‟s strength is its
                                                       diversity of
Regulatory                                             members, representing
authorities                                            substantial parts of this
                                            Academic   ecosystem
                                            group

       Service provider

                          Software vendor

                                                                                     7
Sept 2011
Pistoia Alliance Membership
Pistoia Project Portfolio Questionnaire – Summary

                                                           Contribute Users   Contribute a
                                                                                             Contribute
Analysis out of 22              Question #   Interested?      to define         Project
                                                                                              Funding?
                                                            Requirements?      Manager?
Chemistry - Collaboration
                                    2            15               8                1             1
Backbone

Chemistry - (Hosted) Ordering
                                    3            9                4                3             1
/ Requesting Services

Chemistry - Hosted ELN and
                                    4            12               6                1             1
Services

Chemistry - Collaboration
                                    5            9                5                0             1
Brokering

Chemistry - Analytical Data
                                    6            11               7                1             2
Standards

Chemistry - Hosted
                                    7            12               4                1             0
Registration Services

Life Sciences - Information
Ecosystem Workshop
                                    8           19               13                8             2

Projects which are important
                                    9            7                1                1             1
to you /your company.
Workshop Agenda and Deliverables Outline
Morning session:                                   Afternoon session:
What is the IES? What should it be?                How do we get there?
Develop common understanding on what               Develop a roadmap of projects and
the IES should deliver                             activities




            White Paper:                                        IES Roadmap:
           The Key Concepts                                       Projects and
     of the Information Ecosystem                             Follow-up activities

           More info at http://pistoiaalliance.org/2011-Events/infoecoworkshop.html
Morning Session
Overarching theme:
Develop a shared understanding of the problem space:
   What does ‘information ecosystem’ mean?
   What are the current shortcomings?
   What should it look like to help us solve our problems?

• Workgroup 1: The industry/academic collaboration space

• Workgroup 2: Information exchange with CROs – discovery/chemistry

• Workgroup 3: Information exchange with CROs – biology/NCD

• Workgroup 4: Integration of public and proprietary content

• Workgroup 5: The Standards Landscape
AM Workgroup 1
The industry/academic collaboration space

• Increasing number of bi- and multilateral collaborations between
  life science companies and academic groups.
• Need for collaboration space
   –   Not just sharing and exchange of documents and data
   –   Secure, „science-aware‟ collaboration environment
   –   Allows collaborative data analysis and discussion
   –   Easy and fast way to spin up and turn off instances


What would such a space ideally look like?
What are the minimal and optimal requirements for such a space?
AM Workgroup 2
Information exchange with CROs – discovery/chemistry

• See use case “Research Externalization on a Collaborative
  Framework”
Use Case “Research Externalization
on a Collaborative Framework”

Introduction:
Declining R&D productivity, rising costs of commercialization &
shorter exclusivity period have driven up the average cost of
launching a successful new drug to US $ 1.7 billion. To facilitate drug
development & to lower the cost & risk of launching new drugs on
their own, pharmaceutical companies have increasingly turned to
alliances for outsourcing.

Actors:
Pharmaceutical Company, Scientist, Regulatory body, Discovery
CRO, Chemistry service providers, Biology service provider, assay
development, screening, lead optimization & other vendors.




                                                                          14
Use Case “Research Externalization
on a Collaborative Framework” (cont‟d - 1)

Scenario:
Target molecule has been discovered & validated by pharmaceutical
company‟s internal R&D department. Lead identification requires
expertise, specialized skills, and heavy investments on resources/technology.
There already exist vendors in the market with
resources/technology/expertise in dedicated areas. Hence the
pharmaceutical company decides to externalize the different components of
lead identification process to multiple capable vendors, thereby resulting in
reduced cost, time and overcoming lack of in-house expertise/resources.
The diagram below depicts a scenario indicating a transition from a
siloed/fully internal approach to a collaborative model which enables
multiple pharma‟s to externalize their research activities to multiple
organizations in a secured manner.




                                                                                15
Use Case “Research Externalization
on a Collaborative Framework” (cont‟d – 2)




                    Pharma
                                  Design    synthesize    Register   Distribute          Assay   Report




                        Fully Internal Model

              CRO



                         Pharma
               1                           Design                           Distribute
Pharma 1
              CRO      Chem
                        CRO
                                                    Synthesize
               2
Pharma 2
                      CRO
                      Bio


                                                                                         Assay
              CRO
Pharma 3       3
                      Data
                      CRO




                                                                 Register                        Report
              CRO
               4
                              Selectively Integrated Model

                                                                                                          16
Use Case “Research Externalization
on a Collaborative Framework” (cont‟d - 3)

The current industry challenges to execute the above scenario on
a collaborative framework are:
•       Secured real time information exchange
•       IP Protection & infringement
•       Process & Data harmonization
•       Lack of standard data formats
•       Lack of regulatory guidelines around collaboration & networking


Summary:
This collaborative model would not only drive seamless research
externalization, but also enable access to information/experts, real time
learning‟s, reuse/sharing of internal assets, increase research
productivity, focused approach, effective process tracking, shared workspace
for secured communication and risk mitigation.



                                                                               17
AM Workgroup 3
Information exchange with CROs – biology/NCD

• Currently, data exchange between life science companies and CROs
  requires substantial manual involvement
   –   data formatting issues
   –   meta data and context for interpretation
• Many areas in the R&D process affected
   –   Genotyping, NGS, Proteomics, Metabolomics, Preclinical Safety - Animal Studies


What would the ideal exchange environment look like?
• Are data and meta data standards sufficient?
• Or would this environment benefit from a collaboration space
  allowing collaborative data access for QC and interpretation?
AM Workgroup 4
Integration of public and proprietary content

• Increasingly large volumes of relevant data for life science R&D are
  available in the public domain.
• Tendency increasing in volume, complexity, and
  geographic/organizational distribution
• Conventional approach to bring all relevant data in-house for
  integration and analysis will not be feasible in the future

What are sustainable models for environments which enable
integrated analysis and interpretation of distributed complex data?

See also use case “Disease Explorer”
Use Case “Disease Explorer”
There is a need to be able to "peel away" layers of information around a
disease. For example:

•   For a given indication, what are the higher-level pathophysiological processes?
•   For each process, what are the cells, tissues and events within?
•   To what elements of the disease does each process contribute
    (initiation, progression, exacerbation etc.)
•   How does this then break down into molecular pathways?
•   Where are current therapies targetted?
•   Are we all targeting the same few pathways in the same process?
•   Are there processes that are completely untested?
•   How does the literature map onto this?
•   Where are the new emerging areas?
•   Where are the overlaps between diseases? Aan obvious example being the
    repurposing of viagra due to the enzyme, PDE5 s control of cyclic GMP, and that
    cGMP is involved in sleeping, diabetes etc.)



                                                                                      20
Use Case “Disease Explorer” (cont‟d)
Conclusion:
• We should have information systems able to explore disease through
   different levels of resolution and map databases accordingly.
• This requires a functioning information eco-system, where the data is
   mapped to standards that facilitate this exploration and there is a wide
   body of developers producing elements of this "browser".




                                                                              21
AM Workgroup 5
The Standards Landscape

• Many standards exist or are being developed in the life science
  information space
• At the same time there are many calls for standards to enable
  information exchange/sharing/integration

What does the current standards landscape look like?
What are the key issues with the current standard landscape?
   Too many? (where?)
   Missing? (where?)
   Problems with agreement/adoption?
Pistoia Project Portfolio Questionnaire – Summary

                                                           Contribute Users   Contribute a
                                                                                             Contribute
Analysis out of 22              Question #   Interested?      to define         Project
                                                                                              Funding?
                                                            Requirements?      Manager?
Chemistry - Collaboration
                                    2            15               8                1             1
Backbone

Chemistry - (Hosted) Ordering
                                    3            9                4                3             1
/ Requesting Services

Chemistry - Hosted ELN and
                                    4            12               6                1             1
Services

Chemistry - Collaboration
                                    5            9                5                0             1
Brokering

Chemistry - Analytical Data
                                    6            11               7                1             2
Standards

Chemistry - Hosted
                                    7            12               4                1             0
Registration Services

Life Sciences - Information
Ecosystem Workshop
                                    8           19               13                8             2

Projects which are important
                                    9            7                1                1             1
to you /your company.
Open Question - 9
     At GQ we believe that both sequencing and sequencing analysis/data management are pre-competitive. To date,
     Pistoia has focused only on basic sequence analysis. I know Integration the sequence piece will include NGS.
                                                                 that phase II of of public
1
     However, I like the way you outlined the chemistry piece above, much more life-cycle centric. I’d argue you
     should do the same with NGS Sequencing and NGS Informatics.
                                                                    and proprietary
                                                                          content
2    Interested in the Semantic Web
     It’s important that Pistoia picks a few key projects and nails them now, so a general steer would be not to dilute
3    efforts or become over ambitious now. Put maximum energy and resource into a small number of projects and
     ensure success to ‘prove’ Pistoia works.
                                                       Information
     Multi-party collaboration, project management, reporting tools including hosted, cloud-based or internal platforms.
     Multi-vendor integration approaches. Multi-discipline datawith CROs
                                                exchange integration.
4


5    Pharma is moving towards externalization and the key to success is a standardized, scalable collaboration backbone.
6    Platform for sharing in-house code externally
7
                                  Standards
     SEND (the CDISC standard for non-clinical data) Tox/DMPK area - Archiving
8
                        (Pistoia certification?)
     Standardisation of clinical data format (by this comment was meant the exchange of information with CROs)
9    Standards are important to us, as are projects involving making data more accessible to end users.
     We are very interested in external collaborative systems. However our current focus is to 'find' a vendor already in
                                                                                          Information
     this space and ensure that the Vendor is driven by open standards (where they exist). I hope that Pistoia will
                                                                                    exchange with CROs
     eventually lead to a standards body for data sharing formats. Perhaps our goal should be to have Vendors proud to
10
     bear the mark 'Verified by Pistoia'. I wonder where this fits into the various standards coming from W3C? The list
     above does not yet seem to ask questions regarding data formats for Assay/Protocol transfer. I think this is a
     critical issue when collaborating with multiple organisations. Is there a project looking into this?
11   We focus on services around workflows for data integration/analysis, moving towards self-service workflows.
Afternoon Session
Overarching theme:
Develop solution outlines to address the current problems:
   Proposals for short term projects and mid term activities
   Looking beyond the scientific-technical horizon: Economic
   feasibility and viable business models

• Workgroups 1 and 2: Low-hanging fruit – What can we tackle right away
  within a 1-year time frame?

• Workgroup 3: Continuing focus areas and mid-term activities – How do
  we approach more complex problems?

• Workgroup 4: The Standards Landscape – What needs to be done?

• Workgroup 5: Business Models – Rethinking the game
Let‟s go!


 Time to break up into groups and
 get our hands dirty…




                                    26

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The Pistoia Alliance Information Ecosystem Workshop

  • 1. The Pistoia Alliance Information Ecosystem Workshop 10 October 2011 Hannover, Germany http://pistoiaalliance.org
  • 5. Life Science Information Landscape A rapidly evolving ecosystem Yesterday Today Tomorrow Big Life Science Company Yesterday Today Tomorrow Innovation Innovation inside Searching for Innovation Heterogeneity of collaborations. Part of the wider ecosystem Model IT Internal apps & data Struggling with change Cloud/Services Security and Trust Data Mostly inside In and Out Distributed Portfolio Internally driven and owned Partially shared Shared portfolio 5
  • 6. The Pistoia Mission Lowering the barriers to innovation by improving inter-operability of R&D business processes through pre competitive collaboration 6
  • 7. The Role of Pistoia: Node or ”Glue”? Proprietary • Pistoia is not a node in content Public provider its own right content provider • Pistoia supports the connections between the nodes CRO • Pistoia‟s strength is its diversity of Regulatory members, representing authorities substantial parts of this Academic ecosystem group Service provider Software vendor 7
  • 9. Pistoia Project Portfolio Questionnaire – Summary Contribute Users Contribute a Contribute Analysis out of 22 Question # Interested? to define Project Funding? Requirements? Manager? Chemistry - Collaboration 2 15 8 1 1 Backbone Chemistry - (Hosted) Ordering 3 9 4 3 1 / Requesting Services Chemistry - Hosted ELN and 4 12 6 1 1 Services Chemistry - Collaboration 5 9 5 0 1 Brokering Chemistry - Analytical Data 6 11 7 1 2 Standards Chemistry - Hosted 7 12 4 1 0 Registration Services Life Sciences - Information Ecosystem Workshop 8 19 13 8 2 Projects which are important 9 7 1 1 1 to you /your company.
  • 10. Workshop Agenda and Deliverables Outline Morning session: Afternoon session: What is the IES? What should it be? How do we get there? Develop common understanding on what Develop a roadmap of projects and the IES should deliver activities White Paper: IES Roadmap: The Key Concepts Projects and of the Information Ecosystem Follow-up activities More info at http://pistoiaalliance.org/2011-Events/infoecoworkshop.html
  • 11. Morning Session Overarching theme: Develop a shared understanding of the problem space: What does ‘information ecosystem’ mean? What are the current shortcomings? What should it look like to help us solve our problems? • Workgroup 1: The industry/academic collaboration space • Workgroup 2: Information exchange with CROs – discovery/chemistry • Workgroup 3: Information exchange with CROs – biology/NCD • Workgroup 4: Integration of public and proprietary content • Workgroup 5: The Standards Landscape
  • 12. AM Workgroup 1 The industry/academic collaboration space • Increasing number of bi- and multilateral collaborations between life science companies and academic groups. • Need for collaboration space – Not just sharing and exchange of documents and data – Secure, „science-aware‟ collaboration environment – Allows collaborative data analysis and discussion – Easy and fast way to spin up and turn off instances What would such a space ideally look like? What are the minimal and optimal requirements for such a space?
  • 13. AM Workgroup 2 Information exchange with CROs – discovery/chemistry • See use case “Research Externalization on a Collaborative Framework”
  • 14. Use Case “Research Externalization on a Collaborative Framework” Introduction: Declining R&D productivity, rising costs of commercialization & shorter exclusivity period have driven up the average cost of launching a successful new drug to US $ 1.7 billion. To facilitate drug development & to lower the cost & risk of launching new drugs on their own, pharmaceutical companies have increasingly turned to alliances for outsourcing. Actors: Pharmaceutical Company, Scientist, Regulatory body, Discovery CRO, Chemistry service providers, Biology service provider, assay development, screening, lead optimization & other vendors. 14
  • 15. Use Case “Research Externalization on a Collaborative Framework” (cont‟d - 1) Scenario: Target molecule has been discovered & validated by pharmaceutical company‟s internal R&D department. Lead identification requires expertise, specialized skills, and heavy investments on resources/technology. There already exist vendors in the market with resources/technology/expertise in dedicated areas. Hence the pharmaceutical company decides to externalize the different components of lead identification process to multiple capable vendors, thereby resulting in reduced cost, time and overcoming lack of in-house expertise/resources. The diagram below depicts a scenario indicating a transition from a siloed/fully internal approach to a collaborative model which enables multiple pharma‟s to externalize their research activities to multiple organizations in a secured manner. 15
  • 16. Use Case “Research Externalization on a Collaborative Framework” (cont‟d – 2) Pharma Design synthesize Register Distribute Assay Report Fully Internal Model CRO Pharma 1 Design Distribute Pharma 1 CRO Chem CRO Synthesize 2 Pharma 2 CRO Bio Assay CRO Pharma 3 3 Data CRO Register Report CRO 4 Selectively Integrated Model 16
  • 17. Use Case “Research Externalization on a Collaborative Framework” (cont‟d - 3) The current industry challenges to execute the above scenario on a collaborative framework are: • Secured real time information exchange • IP Protection & infringement • Process & Data harmonization • Lack of standard data formats • Lack of regulatory guidelines around collaboration & networking Summary: This collaborative model would not only drive seamless research externalization, but also enable access to information/experts, real time learning‟s, reuse/sharing of internal assets, increase research productivity, focused approach, effective process tracking, shared workspace for secured communication and risk mitigation. 17
  • 18. AM Workgroup 3 Information exchange with CROs – biology/NCD • Currently, data exchange between life science companies and CROs requires substantial manual involvement – data formatting issues – meta data and context for interpretation • Many areas in the R&D process affected – Genotyping, NGS, Proteomics, Metabolomics, Preclinical Safety - Animal Studies What would the ideal exchange environment look like? • Are data and meta data standards sufficient? • Or would this environment benefit from a collaboration space allowing collaborative data access for QC and interpretation?
  • 19. AM Workgroup 4 Integration of public and proprietary content • Increasingly large volumes of relevant data for life science R&D are available in the public domain. • Tendency increasing in volume, complexity, and geographic/organizational distribution • Conventional approach to bring all relevant data in-house for integration and analysis will not be feasible in the future What are sustainable models for environments which enable integrated analysis and interpretation of distributed complex data? See also use case “Disease Explorer”
  • 20. Use Case “Disease Explorer” There is a need to be able to "peel away" layers of information around a disease. For example: • For a given indication, what are the higher-level pathophysiological processes? • For each process, what are the cells, tissues and events within? • To what elements of the disease does each process contribute (initiation, progression, exacerbation etc.) • How does this then break down into molecular pathways? • Where are current therapies targetted? • Are we all targeting the same few pathways in the same process? • Are there processes that are completely untested? • How does the literature map onto this? • Where are the new emerging areas? • Where are the overlaps between diseases? Aan obvious example being the repurposing of viagra due to the enzyme, PDE5 s control of cyclic GMP, and that cGMP is involved in sleeping, diabetes etc.) 20
  • 21. Use Case “Disease Explorer” (cont‟d) Conclusion: • We should have information systems able to explore disease through different levels of resolution and map databases accordingly. • This requires a functioning information eco-system, where the data is mapped to standards that facilitate this exploration and there is a wide body of developers producing elements of this "browser". 21
  • 22. AM Workgroup 5 The Standards Landscape • Many standards exist or are being developed in the life science information space • At the same time there are many calls for standards to enable information exchange/sharing/integration What does the current standards landscape look like? What are the key issues with the current standard landscape? Too many? (where?) Missing? (where?) Problems with agreement/adoption?
  • 23. Pistoia Project Portfolio Questionnaire – Summary Contribute Users Contribute a Contribute Analysis out of 22 Question # Interested? to define Project Funding? Requirements? Manager? Chemistry - Collaboration 2 15 8 1 1 Backbone Chemistry - (Hosted) Ordering 3 9 4 3 1 / Requesting Services Chemistry - Hosted ELN and 4 12 6 1 1 Services Chemistry - Collaboration 5 9 5 0 1 Brokering Chemistry - Analytical Data 6 11 7 1 2 Standards Chemistry - Hosted 7 12 4 1 0 Registration Services Life Sciences - Information Ecosystem Workshop 8 19 13 8 2 Projects which are important 9 7 1 1 1 to you /your company.
  • 24. Open Question - 9 At GQ we believe that both sequencing and sequencing analysis/data management are pre-competitive. To date, Pistoia has focused only on basic sequence analysis. I know Integration the sequence piece will include NGS. that phase II of of public 1 However, I like the way you outlined the chemistry piece above, much more life-cycle centric. I’d argue you should do the same with NGS Sequencing and NGS Informatics. and proprietary content 2 Interested in the Semantic Web It’s important that Pistoia picks a few key projects and nails them now, so a general steer would be not to dilute 3 efforts or become over ambitious now. Put maximum energy and resource into a small number of projects and ensure success to ‘prove’ Pistoia works. Information Multi-party collaboration, project management, reporting tools including hosted, cloud-based or internal platforms. Multi-vendor integration approaches. Multi-discipline datawith CROs exchange integration. 4 5 Pharma is moving towards externalization and the key to success is a standardized, scalable collaboration backbone. 6 Platform for sharing in-house code externally 7 Standards SEND (the CDISC standard for non-clinical data) Tox/DMPK area - Archiving 8 (Pistoia certification?) Standardisation of clinical data format (by this comment was meant the exchange of information with CROs) 9 Standards are important to us, as are projects involving making data more accessible to end users. We are very interested in external collaborative systems. However our current focus is to 'find' a vendor already in Information this space and ensure that the Vendor is driven by open standards (where they exist). I hope that Pistoia will exchange with CROs eventually lead to a standards body for data sharing formats. Perhaps our goal should be to have Vendors proud to 10 bear the mark 'Verified by Pistoia'. I wonder where this fits into the various standards coming from W3C? The list above does not yet seem to ask questions regarding data formats for Assay/Protocol transfer. I think this is a critical issue when collaborating with multiple organisations. Is there a project looking into this? 11 We focus on services around workflows for data integration/analysis, moving towards self-service workflows.
  • 25. Afternoon Session Overarching theme: Develop solution outlines to address the current problems: Proposals for short term projects and mid term activities Looking beyond the scientific-technical horizon: Economic feasibility and viable business models • Workgroups 1 and 2: Low-hanging fruit – What can we tackle right away within a 1-year time frame? • Workgroup 3: Continuing focus areas and mid-term activities – How do we approach more complex problems? • Workgroup 4: The Standards Landscape – What needs to be done? • Workgroup 5: Business Models – Rethinking the game
  • 26. Let‟s go! Time to break up into groups and get our hands dirty… 26