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Monolix Day 2011
          Current State & Future plans



Confidential
2011 – Birth of Lixoft


     Incorporated in May 2011
     Transfer from Inria to Lixoft
              IP agreement – Monolix & technologies for population analysis
              Research contract and transfer of know-how for current and future
               developments

     4 full-time engineer employees of Lixoft

     International Scientific Committee
              Head: Marc Lavielle, Inria
              Sylvain Durrleman, former Head of clinical development at Sanofi
              2 or 3 additional members to be announced, including a former FDA
               Director

Confidential                                                                       2
Where we are


      Perennial organization for future Monolix developments and
     support

      Monolix 4.0 and 4.1 – 1st year of commercialization
               Several contracts in big pharma & biotechs
                •  Individual workstations and full cluster deployment
               Strong demand from regulators and academics


      Lixoft funded with
               License revenues
               Training & expertise fees
               OSEO/Ministry of research prize for innovating companies
               Inclusion in DDMoRE IMI project

Confidential
Monolix 4.1


       Annual or perpetual licenses
       Individual workstations or cluster grids
       Platform support:

                                 Windows      Windows        Linux (all   Linux (all
                                 XP/Vista/7   XP/Vista/7     distrib.)    distribs)
                                 32bits       64bits         32bits       64bits
     Standalone    Workstation                32 bits mode

                   Cluster                    32 bits mode

     Matlab        Workstation                32 bits mode
     (2009-2011)
                   Cluster                    32 bits mode


Confidential                                                                           4
DDMoRe – The Vision
 Major deliverables

         Standards for describing models, data and designs




             Modelling               Modelling
              Library               Framework
  Model       Shared knowledge                                System
                                     A modular platform
Definition                           for integrating and   interchange
Language                               reusing models;      standards
               Specific             shortening timelines
                                         by removing
               disease                     barriers

               models
                Examples from
              high priority areas



                                                                    5
Lixoft, Inria & DDMore

                                        Popix (Inria)
                                      Methods & Statistics



          o  Expression of needs & open issues
                                                                o  Transfer
       o  Application expertise meets statistical
                                                       o  Common development plaforms
                         expertise




          DDMORE – EFPIA                                                 Lixoft
               Applications                                        Software engineering,
     Proof of Concepts & Standards   o  Standards compatibility,     training & support
                                            interoperability
                                         o  Industrialization

Confidential                                                                               6
Future plans - overview

     1.  Vision
              Some lessons from EMA-EFPIA M&S Workshop
              Enlarged audience to reinforce cross-department collaboration

     2.  Product roadmap
              Monolix
              Trial Simulation
              Complex models beyond PKPD

     3.  Lixoft in three years




Confidential
Lessons from EMA-EFPIA M&S Workshop


       Breakthrough event, at EU level & beyond
       Challenges raised
              Better understanding between regulators and sponsors
               •  Importance of sound modelling & statistical methods
               •  Transparency of tools and output results
              Building confidence in M&S beyond traditional community
              Increasing complexity
               •  Quantitative & Systems Pharmacology
               •  Personalized therapy
              Lack of people, need for training




Confidential
Enabling greater deployment of M&S




                                                            Adapted from Lalonde et al, 2007
  Common platform through the value chain allowing shared ownerships of
   M&S studies by the project teams
          Quality outputs, enhancing communication with decision makers and regulators
          Allows interactivity with clinicians and other project team members
          Communication enabler for effective translational medicine
  State of the art in statistics, non linear modelling and efficient computations
  Common platform ideal for hands-on and theoretical training, academic
   research and industry

Confidential                                                                              9
Roadmap

           2010-2011                2012-2013                          2014-
 Monolix 4.0              Monolix 4.1+                      Beyond traditional PKPD:
 • Cluster support        • Windows native 64 bits          • Pharmacogenetics
 • Batch mode                                               • PBPK
 • New graphics           Monolix 5.0                       • Systems
                          • Committee specifications        • Imaging data
 Monolix 4.1              • Accelerated computations
 • Full MLXTRAN &         (GPU)
 Structural models (PK,   • New models & methods
 RTTE)                    • New outputs (graphics,
                          reporting)


                          Clinical Trial Simulator 1.0      CTS 2.0:
                          • DDMoRE prototype converted in   • Complex utility functions
                          industrial tool                   • Non-conventional models
                          • Decision tool                   for simulation
                          • Trial planning



Confidential                                                                              10
Lixoft in three years


       Key player for M&S in pre-clinical and clinical studies
       Technological leadership
              Complex models
              Advances in personalized medicine
              Accelerated computations (GPU, etc.)
              Industrial platform with excellent interoperability and standards
               compliance
               •  DDMoRE standards, ITIL compliance, regulatory guidelines

       Large ecosystem - biotech & pharmas, academics &
        regulators… and many trained students



Confidential                                                                       11
Thank you



Confidential               12

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Monolix Day 2011

  • 1. Monolix Day 2011 Current State & Future plans Confidential
  • 2. 2011 – Birth of Lixoft  Incorporated in May 2011  Transfer from Inria to Lixoft   IP agreement – Monolix & technologies for population analysis   Research contract and transfer of know-how for current and future developments  4 full-time engineer employees of Lixoft  International Scientific Committee   Head: Marc Lavielle, Inria   Sylvain Durrleman, former Head of clinical development at Sanofi   2 or 3 additional members to be announced, including a former FDA Director Confidential 2
  • 3. Where we are  Perennial organization for future Monolix developments and support  Monolix 4.0 and 4.1 – 1st year of commercialization   Several contracts in big pharma & biotechs •  Individual workstations and full cluster deployment   Strong demand from regulators and academics  Lixoft funded with   License revenues   Training & expertise fees   OSEO/Ministry of research prize for innovating companies   Inclusion in DDMoRE IMI project Confidential
  • 4. Monolix 4.1   Annual or perpetual licenses   Individual workstations or cluster grids   Platform support: Windows Windows Linux (all Linux (all XP/Vista/7 XP/Vista/7 distrib.) distribs) 32bits 64bits 32bits 64bits Standalone Workstation 32 bits mode Cluster 32 bits mode Matlab Workstation 32 bits mode (2009-2011) Cluster 32 bits mode Confidential 4
  • 5. DDMoRe – The Vision Major deliverables Standards for describing models, data and designs Modelling Modelling Library Framework Model Shared knowledge System A modular platform Definition for integrating and interchange Language reusing models; standards Specific shortening timelines by removing disease barriers models Examples from high priority areas 5
  • 6. Lixoft, Inria & DDMore Popix (Inria) Methods & Statistics o  Expression of needs & open issues o  Transfer o  Application expertise meets statistical o  Common development plaforms expertise DDMORE – EFPIA Lixoft Applications Software engineering, Proof of Concepts & Standards o  Standards compatibility, training & support interoperability o  Industrialization Confidential 6
  • 7. Future plans - overview 1.  Vision   Some lessons from EMA-EFPIA M&S Workshop   Enlarged audience to reinforce cross-department collaboration 2.  Product roadmap   Monolix   Trial Simulation   Complex models beyond PKPD 3.  Lixoft in three years Confidential
  • 8. Lessons from EMA-EFPIA M&S Workshop   Breakthrough event, at EU level & beyond   Challenges raised   Better understanding between regulators and sponsors •  Importance of sound modelling & statistical methods •  Transparency of tools and output results   Building confidence in M&S beyond traditional community   Increasing complexity •  Quantitative & Systems Pharmacology •  Personalized therapy   Lack of people, need for training Confidential
  • 9. Enabling greater deployment of M&S Adapted from Lalonde et al, 2007   Common platform through the value chain allowing shared ownerships of M&S studies by the project teams   Quality outputs, enhancing communication with decision makers and regulators   Allows interactivity with clinicians and other project team members   Communication enabler for effective translational medicine   State of the art in statistics, non linear modelling and efficient computations   Common platform ideal for hands-on and theoretical training, academic research and industry Confidential 9
  • 10. Roadmap 2010-2011 2012-2013 2014- Monolix 4.0 Monolix 4.1+ Beyond traditional PKPD: • Cluster support • Windows native 64 bits • Pharmacogenetics • Batch mode • PBPK • New graphics Monolix 5.0 • Systems • Committee specifications • Imaging data Monolix 4.1 • Accelerated computations • Full MLXTRAN & (GPU) Structural models (PK, • New models & methods RTTE) • New outputs (graphics, reporting) Clinical Trial Simulator 1.0 CTS 2.0: • DDMoRE prototype converted in • Complex utility functions industrial tool • Non-conventional models • Decision tool for simulation • Trial planning Confidential 10
  • 11. Lixoft in three years   Key player for M&S in pre-clinical and clinical studies   Technological leadership   Complex models   Advances in personalized medicine   Accelerated computations (GPU, etc.)   Industrial platform with excellent interoperability and standards compliance •  DDMoRE standards, ITIL compliance, regulatory guidelines   Large ecosystem - biotech & pharmas, academics & regulators… and many trained students Confidential 11