Date post: | 21-May-2015 |
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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
• A system is any collection of interacting parts with
emergent behavior.
• Emergence is when the whole is greater than the sum of
the parts.
• Neutrophil – chasing down
bacteria to eat it
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)
DNA RNA Protein
Traditional approaches study a single
gene/RNA/protein at a time
But there are tens of thousands of genes/RNA/proteins!
Single gene
Time
DNA RNA Protein
A holistic view
Systems Biology
Driven by
computation
and technology
Systems Biology drives a cycle of innovation
Biology
Biological
Information
And Insight
Cross-Disciplinary
Culture
Team Science
Systems Biology seeks to
address important and complex
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
Health Care
(P4 Medicine)
Sustainability
(BioEnergy)
Medical Research
(Global Health)
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
Health Care
(P4 Medicine)
Sustainability
(BioEnergy)
Medical Research
(Global Health)
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’?
Stimulus
(fatty acids)
~40% of the genes change in
expression
PR
OG
RA
M o
f re
sponse
Systems biology to understand complex responses
- of cells - and of pathogens and hosts
(
Pathogen
~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)
PR
OG
RA
M o
f re
sponse
Systems biology to understand complex responses
- of cells - and of pathogens and hosts
Application of systems biology to vaccine
development
To identify predictors of vaccine
immunogenicity (signatures)
To understand the molecular
networks leading to a protective
response
To re-engineer the response with
adjuvants
Edward Jenner
1796
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
Health Care
(P4 Medicine)
Sustainability
(BioEnergy)
Medical Research
(Global Health)
Solving Complex Problems Requires a Systems Approach
Health Care
(P4 Medicine)
Sustainability
(BioEnergy)
Medical Research
(Global Health)
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
26
Genome sequence; multiparameter measurements; computation
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
• Medicine--diagnostics, therapy, prevention, wellness
• Pharmaceuticals
• Biotechnology
• Diagnostics and Devices
• IT for healthcare
• Health insurance
• Nutrition
• Assessments of environmental toxicities/influences
• Academia and medical schools
P4 will force a revision of business plans of
every sector of healthcare industry—
enormous economic opportunity
Healthcare
System
New ideas generally need new
organizational structures
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
Biology
Commercial
opportunities
Cross-Disciplinary
Culture
Team Science
Systems Biology seeks to
address important and complex
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