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Institute for Systems Biology




John Aitchison, Ph.D.
Professor
VP, Director for Integrative Biology
Three Pillars of ISB

           Systems Biology


                      Collaborations
                      Partnerships
                      Commercial Spinouts

                             Stewardship
                             Education
Systems Biology

• Different in concept
• Demands cycle of innovation
• Potential to Drive All Biological Research
     • New research opportunities
     • Medicine – Predictive, Preventive, Personalized
       and Participatory – P4 medicine
     • Commercial opportunities
Biology is a systems problem

                                          • Neutrophil – chasing down
                                            bacteria to eat it




• A system is any collection of interacting parts with
  emergent behavior.

• Emergence is when the whole is greater than the sum of
  the parts.
What is a System?




• A system is any collection of interacting parts with
  emergent behavior.

• Emergence is when the whole is greater than the sum of
  the parts.
What is a System?




• A system is any collection of interacting parts with
  emergent behavior.

• Emergence is when the whole is greater than the sum of
  the parts.
Biological Systems Are Self Organizing




    Cells: dynamic networks of interacting components, with
    millions of local interactions (systems)
Traditional approaches study a single
gene/RNA/protein at a time

  DNA                    RNA                  Protein




                     Time


                                        Single gene

   But there are tens of thousands of genes/RNA/proteins!
Systems Biology

   DNA            RNA           Protein




                                  Driven by
                                  computation
                                   and technology

              A holistic view
Systems Biology drives a cycle of innovation




                                           Biological
                                          Information
              Biology
                                          And Insight


             Cross-Disciplinary    Systems Biology seeks to
                 Culture           address important and complex
              Team Science         problems in biology that have
                                   previously been intractable.
Systems Biology drives a cycle of innovation




              Biology



             Cross-Disciplinary
                 Culture
              Team Science
Three Major Research Thrusts at ISB




     Medical Research              Sustainability          Health Care
      (Global Health)              (BioEnergy)            (P4 Medicine)

 Solving Complex Problems Requires a Systems Approach

 ISB is attacking these problems through partnerships.
           Drive systems biology and apply in these major areas
Three Major Research Thrusts at ISB




    Medical Research      Sustainability    Health Care
     (Global Health)      (BioEnergy)      (P4 Medicine)
The fundamental challenge:
How can we understand the emergent macroscopic properties of the
system from its parts and their interactions?




                      Analogy: circuit diagram
Systems Biology and Medicine
Dynamic, Responsive Molecular Networks


                • How do perturbations (disease)
                  propagate through a network?

                • How can we alter the network of a
                  diseased individual and revert it to
                  ‘normal’?
Systems biology to understand complex responses
        - of cells - and of pathogens and hosts




Stimulus




                             PROGRAM of response
(fatty acids)
                                                   ~40% of the genes change in
                                                      expression
Systems biology to understand complex responses
         - of cells - and of pathogens and hosts




Pathogen




                              PROGRAM of response
(


                                                       ~40% of the genes change in
                                                          expression




                                                    ~50% of human genes change expression
                                                    upon infection with Vaccinia virus
                                                    (Grinde et al., J. Virol, 4: 24 2007)
Application of systems biology to vaccine
               development


                     To identify predictors of vaccine
                     immunogenicity (signatures)

                     To understand the molecular
                     networks leading to a protective
                     response
 Edward Jenner
    1796             To re-engineer the response with
                     adjuvants
ISB-SBRI Partnership
ISB-SBRI Partnership


Combine Complementary Strengths
   Infectious disease research
   Systems biology
   Immunology
   Technology
Revolutionize scientific approaches to
      vaccine and drug development for
      global infectious disease

Unique, Creative and Productive Environment
      shared facilities,
      enhanced scientific exchange
      new research opportunities - funding
Solving Complex Problems Requires a Systems Approach




   Medical Research    Sustainability    Health Care
    (Global Health)    (BioEnergy)      (P4 Medicine)
Solving Complex Problems Requires a Systems Approach




   Medical Research    Sustainability    Health Care
    (Global Health)    (BioEnergy)      (P4 Medicine)
Dynamics of a Brain Network in Prion
    Neurodegenerative Disease
       Prion accumulation network
Dynamics of a Brain Network in Prion
     Neurodegenerative Disease
             Prion accumulation network




300 genes encode the core prion disease response—map to 4 major networks
Network dynamics explains all disease pathophysiology
Profound implications for diagnostics and therapy – P4
Predictive, Personalized, Preventive
       and Participatory (P4) Medicine

Genome sequence; multiparameter measurements; computation




                                         26
P4 Medicine
• Predictive
   • Probabilistic health history
   • DNA sequence & Regular multi-
      parameter (blood) measurements
• Personalized
   • Unique individual human genetic
      variation mandates individual treatment
• Preventive
   • Design of therapeutic and preventive
      drugs/vaccines via systems approaches
• Participatory:
   • Patient understands and participates in
      medical choices
P4 Medicine
• Billions of data points for each individual
• Focus on wellness
• Early detection
   – Individual is own control (longitudinal data)
• Disease stratification
   – Targeted therapies
• Personalized treatments
   – Stratified disease and patients – matched with drug
• Monitor Disease progression and therapy
• Assess re-occurances
P4 will force a revision of business plans of
every sector of healthcare industry—
enormous economic opportunity
  • Medicine--diagnostics, therapy, prevention, wellness
  • Pharmaceuticals
  • Biotechnology                       Healthcare
                                         System
  • Diagnostics and Devices
  • IT for healthcare
                              New ideas generally need new
  • Health insurance
                              organizational structures
  • Nutrition
  • Assessments of environmental toxicities/influences
  • Academia and medical schools
ISB’s Strategic Partners for P4
Medicine
• Develop the tools and strategies for
  systems biology and P4
  – State of Luxembourg--$100 million over 5
    years


• Bring P4 medicine to patients and
  validate its power
  – non-profit ISB-spinout P4 Medical Institute
    (P4MI) in partnership with Ohio State Medical
    School—two pilot projects—wellness and
    heart failure
Systems Biology drives a cycle of innovation




                                         Commercial
                                         opportunities
              Biology



             Cross-Disciplinary    Systems Biology seeks to
                 Culture           address important and complex
              Team Science         problems in biology that have
                                   previously been intractable.
ISB Companies
• Accelerator
   o   Commercializing cutting edge ideas in systems biology and related fields
   o   Established 2003
   o   11 new companies founded, 7 still operating
   o   More than 750 business plans reviewed
   o   100 visits from all over the world
   o   ISB receives founders equity / long-term endowment


• ISB Spin Offs
   o Cytopeia - cell sorting – acquired - $1.1 million to ISB
   o Macrogenics - antibody therapies
   o Nanostring - digital mRNA counting
   o Integrated Diagnostics - multiparameter blood protein
     diagnostics
   o Accelerator
   o Future companies – wellness

   Bottom line
   o Raised $377 million in venture funding
   o These companies have 328 employees
Sustainability: Education

                   All K-12 students should have
                   access to research-based
                   science education experiences.

                      – Skilled Workforce
                      – Educated Citizenry
                      – Future scientists and engineers
Center for Inquiry Science
 • Center for Inquiry Science—embedded in ISB—6 full time
   professional teachers—focus on K-12 science education

 • Brings professional training to teachers for (inquiry-based)
   science

 • 2010 KCTS Golden Apple Award

 • Unique partnerships with school district
    • Representing 44% of student population in WA State

 • Approximately 1,000 teachers trained every year; more
   that 5,000 trained in last 5 years

 • Remarkable success closing the achievement gap for
   highest poverty schools.
SOME NUMBERS:
I am 2 meters tall
Cells are ~30 um (30 millionths of a meter)

I have ~10 trillion cells
            10,000,000,000,000



Human genome sequence finished in 2003
         Cost ~$2.7 Billion – now ~$5000


Each cell contains 23 pairs of chromosomes
That is ~3 billion (3,000,000,000 ) base pairs (AGCT)
Stretched end to end- ~ 3m of DNA/cell
DNA from all cells would stretch to the
            sun and back ~70 times


~23,000 genes in humans (more proteins)
>100,000 protein interactions

~12,000 genes change their expression upon infection
           with Vaccinia virus

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ISB Prosperity Partnership Presentation by John Aitchison

  • 1. Institute for Systems Biology John Aitchison, Ph.D. Professor VP, Director for Integrative Biology
  • 2. Three Pillars of ISB Systems Biology Collaborations Partnerships Commercial Spinouts Stewardship Education
  • 3. Systems Biology • Different in concept • Demands cycle of innovation • Potential to Drive All Biological Research • New research opportunities • Medicine – Predictive, Preventive, Personalized and Participatory – P4 medicine • Commercial opportunities
  • 4. Biology is a systems problem • Neutrophil – chasing down bacteria to eat it • A system is any collection of interacting parts with emergent behavior. • Emergence is when the whole is greater than the sum of the parts.
  • 5. What is a System? • A system is any collection of interacting parts with emergent behavior. • Emergence is when the whole is greater than the sum of the parts.
  • 6. What is a System? • A system is any collection of interacting parts with emergent behavior. • Emergence is when the whole is greater than the sum of the parts.
  • 7. Biological Systems Are Self Organizing Cells: dynamic networks of interacting components, with millions of local interactions (systems)
  • 8. Traditional approaches study a single gene/RNA/protein at a time DNA RNA Protein Time Single gene But there are tens of thousands of genes/RNA/proteins!
  • 9. Systems Biology DNA RNA Protein Driven by computation and technology A holistic view
  • 10. Systems Biology drives a cycle of innovation Biological Information Biology And Insight Cross-Disciplinary Systems Biology seeks to Culture address important and complex Team Science problems in biology that have previously been intractable.
  • 11. Systems Biology drives a cycle of innovation Biology Cross-Disciplinary Culture Team Science
  • 12. Three Major Research Thrusts at ISB Medical Research Sustainability Health Care (Global Health) (BioEnergy) (P4 Medicine) Solving Complex Problems Requires a Systems Approach ISB is attacking these problems through partnerships. Drive systems biology and apply in these major areas
  • 13. Three Major Research Thrusts at ISB Medical Research Sustainability Health Care (Global Health) (BioEnergy) (P4 Medicine)
  • 14. The fundamental challenge: How can we understand the emergent macroscopic properties of the system from its parts and their interactions? Analogy: circuit diagram
  • 15. Systems Biology and Medicine Dynamic, Responsive Molecular Networks • How do perturbations (disease) propagate through a network? • How can we alter the network of a diseased individual and revert it to ‘normal’?
  • 16. Systems biology to understand complex responses - of cells - and of pathogens and hosts Stimulus PROGRAM of response (fatty acids) ~40% of the genes change in expression
  • 17. Systems biology to understand complex responses - of cells - and of pathogens and hosts Pathogen PROGRAM of response ( ~40% of the genes change in expression ~50% of human genes change expression upon infection with Vaccinia virus (Grinde et al., J. Virol, 4: 24 2007)
  • 18. Application of systems biology to vaccine development To identify predictors of vaccine immunogenicity (signatures) To understand the molecular networks leading to a protective response Edward Jenner 1796 To re-engineer the response with adjuvants
  • 20. ISB-SBRI Partnership Combine Complementary Strengths Infectious disease research Systems biology Immunology Technology Revolutionize scientific approaches to vaccine and drug development for global infectious disease Unique, Creative and Productive Environment shared facilities, enhanced scientific exchange new research opportunities - funding
  • 21. Solving Complex Problems Requires a Systems Approach Medical Research Sustainability Health Care (Global Health) (BioEnergy) (P4 Medicine)
  • 22.
  • 23. Solving Complex Problems Requires a Systems Approach Medical Research Sustainability Health Care (Global Health) (BioEnergy) (P4 Medicine)
  • 24. Dynamics of a Brain Network in Prion Neurodegenerative Disease Prion accumulation network
  • 25. Dynamics of a Brain Network in Prion Neurodegenerative Disease Prion accumulation network 300 genes encode the core prion disease response—map to 4 major networks Network dynamics explains all disease pathophysiology Profound implications for diagnostics and therapy – P4
  • 26. Predictive, Personalized, Preventive and Participatory (P4) Medicine Genome sequence; multiparameter measurements; computation 26
  • 27. P4 Medicine • Predictive • Probabilistic health history • DNA sequence & Regular multi- parameter (blood) measurements • Personalized • Unique individual human genetic variation mandates individual treatment • Preventive • Design of therapeutic and preventive drugs/vaccines via systems approaches • Participatory: • Patient understands and participates in medical choices
  • 28. P4 Medicine • Billions of data points for each individual • Focus on wellness • Early detection – Individual is own control (longitudinal data) • Disease stratification – Targeted therapies • Personalized treatments – Stratified disease and patients – matched with drug • Monitor Disease progression and therapy • Assess re-occurances
  • 29. P4 will force a revision of business plans of every sector of healthcare industry— enormous economic opportunity • Medicine--diagnostics, therapy, prevention, wellness • Pharmaceuticals • Biotechnology Healthcare System • Diagnostics and Devices • IT for healthcare New ideas generally need new • Health insurance organizational structures • Nutrition • Assessments of environmental toxicities/influences • Academia and medical schools
  • 30. ISB’s Strategic Partners for P4 Medicine • Develop the tools and strategies for systems biology and P4 – State of Luxembourg--$100 million over 5 years • Bring P4 medicine to patients and validate its power – non-profit ISB-spinout P4 Medical Institute (P4MI) in partnership with Ohio State Medical School—two pilot projects—wellness and heart failure
  • 31. Systems Biology drives a cycle of innovation Commercial opportunities Biology Cross-Disciplinary Systems Biology seeks to Culture address important and complex Team Science problems in biology that have previously been intractable.
  • 32. ISB Companies • Accelerator o Commercializing cutting edge ideas in systems biology and related fields o Established 2003 o 11 new companies founded, 7 still operating o More than 750 business plans reviewed o 100 visits from all over the world o ISB receives founders equity / long-term endowment • ISB Spin Offs o Cytopeia - cell sorting – acquired - $1.1 million to ISB o Macrogenics - antibody therapies o Nanostring - digital mRNA counting o Integrated Diagnostics - multiparameter blood protein diagnostics o Accelerator o Future companies – wellness Bottom line o Raised $377 million in venture funding o These companies have 328 employees
  • 33. Sustainability: Education All K-12 students should have access to research-based science education experiences. – Skilled Workforce – Educated Citizenry – Future scientists and engineers
  • 34. Center for Inquiry Science • Center for Inquiry Science—embedded in ISB—6 full time professional teachers—focus on K-12 science education • Brings professional training to teachers for (inquiry-based) science • 2010 KCTS Golden Apple Award • Unique partnerships with school district • Representing 44% of student population in WA State • Approximately 1,000 teachers trained every year; more that 5,000 trained in last 5 years • Remarkable success closing the achievement gap for highest poverty schools.
  • 35. SOME NUMBERS: I am 2 meters tall Cells are ~30 um (30 millionths of a meter) I have ~10 trillion cells 10,000,000,000,000 Human genome sequence finished in 2003 Cost ~$2.7 Billion – now ~$5000 Each cell contains 23 pairs of chromosomes That is ~3 billion (3,000,000,000 ) base pairs (AGCT) Stretched end to end- ~ 3m of DNA/cell DNA from all cells would stretch to the sun and back ~70 times ~23,000 genes in humans (more proteins) >100,000 protein interactions ~12,000 genes change their expression upon infection with Vaccinia virus