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Medicine of the Future—The Transformation from Reactive to Proactive (P4) Medicine  Predictive, Personalized, Preventive and Participatory Lee Hood Institute for Systems Biology, Seattle
The Current Healthcare Debate ,[object Object],[object Object],[object Object],[object Object]
Contemporary Systems Biology is Predicated on Viewing Biology is an Informational Science
[object Object],There are two types of  Biological Information ,[object Object]
Biological Structures that Handle Information ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Most Sophisticated Integrated Biological Network Defined to Date
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Hierarchical or Multiscalar Levels of Biological Information
A Systems Approach to Prion Disease in Mice
Prion disease example: Prion Protein Exists in Two Forms Cellular  PrP C PrP Genetic Mutations PrPSc Infections Spontaneous conversion Infectious  PrP Sc
Global Transcriptome Analysis Uninfected brain Prion infected brain  Inoculate w/ Prions Time-course array analysis: Mouse Genome array : 45,000 probe sets ~22,000 mouse genes. RNA from brain homogenate ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Almost 46 million Data points Carlson lab Inyoul Lee (Brianne Ogata, David Baxter) Bruz Marzolf (Microarray Facility)
Multiple groups: five inbred strains, two transgenic strains and one knockout strain Differentially Expressed Genes--DEGs--7400 to 333
Examples of Prion Subtractive Transcriptional Analyses ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Neuropathological Features PrP accumulation Microglia / Astrocyte activation Synaptic Degeneration Normal Infected Nerve cell death
Integration of Different Types of Information ,[object Object],[object Object],[object Object],[object Object],[object Object]
PrP accumulation network
 
 
 
 
DEGs Encoding Known and Novel Prion Disease Phenotypes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A Systems Approach to Blood Diagnostics
Dynamics of a Prion Perturbed Network in Mice Nerve cell death
[object Object],[object Object],A Genomics Approach to the Identification of Organ-Specific Transcripts Organ-specific secreted protein mRNA tpm
Organ-Specific Blood Fingerprints Making Blood A Window Distinguishing Health and Disease Blood Vessel
Presymptomatic Diagnosis of Murine Prion Disease with Organ-Specific Protein in Blood Samples 15/45 brain-specific blood proteins enabled early detection Clinical Signs at 18 wk Presymptomatic Diagnosis at 10 wk
Organ-specific Protein Blood Fingerprints—Disease Diagnostics ,[object Object],[object Object],[object Object],[object Object]
Technologies Will Create New Patient Data Spaces to be Explored and Will Greatly Expand the Old Patient Data Spaces
What are the technologies that will transform systems or P4 medicine? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Genome Sequencing of Individuals
Study Families to Suppress Noise and Carry out Powerful New Genetic Analyses Unaffected parents Children with craniofacial malformation and lung disease Lynn Jorde and Michael Bamshad: family DNA—Sequencing by Complete Genomics, Inc
Advantages of Sequencing a Family ,[object Object],[object Object],[object Object],[object Object],[object Object]
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 X 65 crossovers in (2) male meioses (left) 104 crossovers in (2) female meioses (right) Recominational Genome Map from Miller’s Syndrome Children 0 50 100 150 200 250 x x x Both children inherited the same allele from both parents Each child inherited a different allele from each parent Children inherited the same allele from dad, different alleles from mom Children inherited the same allele from mom, different alleles from dad
Microfluidic Protein Chip
DEAL for  In vitro  molecular diagnostics : Integrated  nanotech/microfluidics platform Jim Heath, et al Organ 1 Organ 2 Tox response inflammation cells out 300 nanoliters of plasma Assay region Dynamic range--10 8 Sensitivity--high atmole 5 minute measurement
New Approach to Protein-Capture Agents
Antibody Displacement  Technology ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],confidential An example of a triligand PCC agent for bovine carbonic anhydrase II
Single-Cell Analyses
Multiplexed ELISA for secreted proteins Single Cell Analyses Adrian Ozinsky
Routine Analyses on Individual Patients with 10 years
Individual Patient High Throughput Assays of the Future ,[object Object],[object Object],[object Object],[object Object],[object Object]
Organ-Specific Blood Protein Fingerprint Analyses Will Transform Biology and Medicine
Applications of Organ-Specific  Blood Protein Fingerprints ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Predictive, Personalized, Preventive  and Participatory (P4) Medicine ,[object Object]
P4 Medicine ,[object Object],[object Object],[object Object],[object Object]
P4 Medicine ,[object Object],[object Object],[object Object],[object Object]
P4 Medicine ,[object Object],[object Object],[object Object],[object Object],[object Object]
P4 Medicine ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],P4 Medicine Will Transform the Health Care Industry Fundamentally new ideas need  New organizational structures Healthcare System
Digitalization of Biology and Medicine Will Transform Medicine ,[object Object],[object Object],[object Object],Single individual Single cell Single molecule
Why the Digitalization of Medicine and P4 (Systems) Medicine Will Reduce Healthcare Costs ,[object Object],[object Object],[object Object],[object Object],[object Object]
Inventing the Future 20th Century Biomedicine 21st Century Biomedicine ISB ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
ISB Strategic Partnerships to Hasten the Realization of P4 Medicine
Advantages of National and International Strategic Partnerships ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
ISB Strategic Partnerships for P4 Medicine ,[object Object],[object Object],[object Object]
ISB/Luxembourg Strategic Partnership ,[object Object],[object Object],[object Object]
Two Luxemboug Research Projects
 
ISB’s Approach to P4 Medicine:  Genetics and Environment integration is key to future medicine Tissue, Blood protein  And stem cell  Read-out Predictive, Personalized Diagnostics Genome Environment Disease  & Health Complex biological  Networks Systems Genetics
Luxembourg Strategy ,[object Object],[object Object],[object Object],[object Object],[object Object]
A Second Strategic ISB Partnership—the P4 Medical Institute—ISB/OSU
The P4 Medicine Institute Slide  Science & Technology Policy & Industry + P4 Medicine Institute A collaborative organization whose goal is to catalyze the personalized transformation of healthcare by: ,[object Object],[object Object],[object Object],[object Object]
P4MI Principles ,[object Object],[object Object],[object Object],[object Object]
Facilitating Opportunities  Science & Technology Policy & Industry ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Impact of P4 Medicine to Industry & Society Transformative & disruptive potential of P4 Medicine extends to the entire healthcare industry Science & Pharma Health Systems  & Payers Patients & Consumers Physicians & Education Diagnostics & HCIT Socioethical / Legal ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
P4 MI Core Competencies Translational Science Social Sciences &  Ethics Policy & Regulation Technology Higher Education Commercial Analysis P4MI   Charter Members Healthcare Delivery Legal Consumer Behavior
P4 MI Charter Members (ISB/OSU) Slide  Healthcare Providers Patients & Consumers Payors & Employers Diagnostics  & Biotech Medical Education Technology Vendors Pharma & PBMs Consumer Goods Regulators & Foundations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Science & Research
The Flattening of Many Worlds: Strategic Partnerships and the  Globalization of Science ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Opportunities and Challenges of P4 Medicine ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Conclusion ,[object Object],[object Object],[object Object]
The P4 Medical Institute Through the ISB/OSU Strategic Partnership Could Play a Key Role in  Accelerating the Emergence of P4 Medicine
Acknowledgements Prion--Institute for Systems Biology   Daehee Hwang  Inyoul Lee Hyuntae Yoo  Eugene Yi (proteomics core facility) Bruz Ma r zolf (Affymetrix core facility) Nanotechnology-- J Heath, Caltech Luxembourg projects-- David Galas, ISB P4 Medical Institute —Fred Lee, David Galas, Diane Isonaka Prion--McLaughlin Research Institute   Great Falls, Montana Ranjit Giri  Douglas Spicer  Rajeev Kumar  Rose Pitstick  Rebecca Young  George A. Carlson
 

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The Transformation to P4 Medicine - Predictive, Personalized, Preventive and Participatory

  • 1. Medicine of the Future—The Transformation from Reactive to Proactive (P4) Medicine Predictive, Personalized, Preventive and Participatory Lee Hood Institute for Systems Biology, Seattle
  • 2.
  • 3. Contemporary Systems Biology is Predicated on Viewing Biology is an Informational Science
  • 4.
  • 5.
  • 6. Most Sophisticated Integrated Biological Network Defined to Date
  • 7.
  • 8. A Systems Approach to Prion Disease in Mice
  • 9. Prion disease example: Prion Protein Exists in Two Forms Cellular PrP C PrP Genetic Mutations PrPSc Infections Spontaneous conversion Infectious PrP Sc
  • 10.
  • 11. Multiple groups: five inbred strains, two transgenic strains and one knockout strain Differentially Expressed Genes--DEGs--7400 to 333
  • 12.
  • 13. Neuropathological Features PrP accumulation Microglia / Astrocyte activation Synaptic Degeneration Normal Infected Nerve cell death
  • 14.
  • 16.  
  • 17.  
  • 18.  
  • 19.  
  • 20.
  • 21. A Systems Approach to Blood Diagnostics
  • 22. Dynamics of a Prion Perturbed Network in Mice Nerve cell death
  • 23.
  • 24. Organ-Specific Blood Fingerprints Making Blood A Window Distinguishing Health and Disease Blood Vessel
  • 25. Presymptomatic Diagnosis of Murine Prion Disease with Organ-Specific Protein in Blood Samples 15/45 brain-specific blood proteins enabled early detection Clinical Signs at 18 wk Presymptomatic Diagnosis at 10 wk
  • 26.
  • 27. Technologies Will Create New Patient Data Spaces to be Explored and Will Greatly Expand the Old Patient Data Spaces
  • 28.
  • 29. Genome Sequencing of Individuals
  • 30. Study Families to Suppress Noise and Carry out Powerful New Genetic Analyses Unaffected parents Children with craniofacial malformation and lung disease Lynn Jorde and Michael Bamshad: family DNA—Sequencing by Complete Genomics, Inc
  • 31.
  • 32. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 X 65 crossovers in (2) male meioses (left) 104 crossovers in (2) female meioses (right) Recominational Genome Map from Miller’s Syndrome Children 0 50 100 150 200 250 x x x Both children inherited the same allele from both parents Each child inherited a different allele from each parent Children inherited the same allele from dad, different alleles from mom Children inherited the same allele from mom, different alleles from dad
  • 34. DEAL for In vitro molecular diagnostics : Integrated nanotech/microfluidics platform Jim Heath, et al Organ 1 Organ 2 Tox response inflammation cells out 300 nanoliters of plasma Assay region Dynamic range--10 8 Sensitivity--high atmole 5 minute measurement
  • 35. New Approach to Protein-Capture Agents
  • 36.
  • 38. Multiplexed ELISA for secreted proteins Single Cell Analyses Adrian Ozinsky
  • 39. Routine Analyses on Individual Patients with 10 years
  • 40.
  • 41. Organ-Specific Blood Protein Fingerprint Analyses Will Transform Biology and Medicine
  • 42.
  • 43.
  • 44.
  • 45.
  • 46.
  • 47.
  • 48.
  • 49.
  • 50.
  • 51.
  • 52. ISB Strategic Partnerships to Hasten the Realization of P4 Medicine
  • 53.
  • 54.
  • 55.
  • 57.  
  • 58. ISB’s Approach to P4 Medicine: Genetics and Environment integration is key to future medicine Tissue, Blood protein And stem cell Read-out Predictive, Personalized Diagnostics Genome Environment Disease & Health Complex biological Networks Systems Genetics
  • 59.
  • 60. A Second Strategic ISB Partnership—the P4 Medical Institute—ISB/OSU
  • 61.
  • 62.
  • 63.
  • 64.
  • 65. P4 MI Core Competencies Translational Science Social Sciences & Ethics Policy & Regulation Technology Higher Education Commercial Analysis P4MI Charter Members Healthcare Delivery Legal Consumer Behavior
  • 66.
  • 67.
  • 68.
  • 69.
  • 70. The P4 Medical Institute Through the ISB/OSU Strategic Partnership Could Play a Key Role in Accelerating the Emergence of P4 Medicine
  • 71. Acknowledgements Prion--Institute for Systems Biology Daehee Hwang Inyoul Lee Hyuntae Yoo Eugene Yi (proteomics core facility) Bruz Ma r zolf (Affymetrix core facility) Nanotechnology-- J Heath, Caltech Luxembourg projects-- David Galas, ISB P4 Medical Institute —Fred Lee, David Galas, Diane Isonaka Prion--McLaughlin Research Institute Great Falls, Montana Ranjit Giri Douglas Spicer Rajeev Kumar Rose Pitstick Rebecca Young George A. Carlson
  • 72.  

Editor's Notes

  1. Multiple comparisons are necessary To be useful as a general diagnostic, signature markers should not be mouse strain or prion strain specific and should not be induced in Prnp0 mice To make this work the amount of data acquired and analyzed is very large – most researchers underestimate this aspect of systems approaches.
  2. There are four common features in the neuropathology of prion diseases. They are: Replication and accumulation of prion proteins Activation of microglia and astrocytes Degeneration of synapse And, cell death with spongiform phenotype. Ref: PrP accum – Canada CJD surveillance center ( http://www.phac-aspc.gc.ca/hcai-iamss/cjd-mcj/cjdss-ssmcj/07-eng.php ) M/A activation – UK CJD surveillance center ( http://www.cjd.ed.ac.uk/path.htm ) Synaptic Degeneration – mouse (ME7, F1 of BL6-VM/Dk) Johnston et al. (1997) Journal of Physiology (500.1:1-15) Nerve Cell Death - UK CJD surveillance center ( http://www.cjd.ed.ac.uk/path.htm )
  3. Need to emphasize Lee H’s signal to noise issues for each of these points Need to emphasize Lee Hood’s signal to noise advantage We’re now in a position to do genetics the way it used to be done New technologies--coverage and error Variations/recombination--I.e. the unit is the pedigree, not just the genome (Jared’s point) Disease--use the inheritance patterns (consistency) to narrow down list of candidates The idea here is to emphasize what one can uniquely do for a family
  4. Suttonian / Vriesian analysis figure. Just showing cross-over points and inheritance patterns now. It seems worthwhile at least indicating the locations of the centromeres. Also, the color-code can be better by showing the “intermediate phases (sea grean and dark blue) as divided blocks (one example given on top of chr 1).
  5. This is a slide that lays out in a simple fashion the fundamental ideas.