SlideShare a Scribd company logo
1 of 72
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
 

More Related Content

What's hot

Open Source Pharma /Genomics and clinical practice / Prof Hosur
Open Source Pharma /Genomics and clinical practice / Prof Hosur Open Source Pharma /Genomics and clinical practice / Prof Hosur
Open Source Pharma /Genomics and clinical practice / Prof Hosur
opensourcepharmafound
 
Moving from Big Data to Better Models of Disease and Drug Response - Joel Dudley
Moving from Big Data to Better Models of Disease and Drug Response - Joel DudleyMoving from Big Data to Better Models of Disease and Drug Response - Joel Dudley
Moving from Big Data to Better Models of Disease and Drug Response - Joel Dudley
CityAge
 

What's hot (20)

GENE THERAPY
GENE THERAPYGENE THERAPY
GENE THERAPY
 
gene therapy.
gene therapy.gene therapy.
gene therapy.
 
AGCT - cell gene therapy for HIV cure
AGCT - cell gene therapy for HIV cureAGCT - cell gene therapy for HIV cure
AGCT - cell gene therapy for HIV cure
 
Gene therapy
Gene therapyGene therapy
Gene therapy
 
Death prompts a review of gene therapy vector
Death prompts a review of gene therapy vectorDeath prompts a review of gene therapy vector
Death prompts a review of gene therapy vector
 
Gene Therapy
Gene TherapyGene Therapy
Gene Therapy
 
Cancer Gene therapy
Cancer Gene therapyCancer Gene therapy
Cancer Gene therapy
 
stem cell based gen therapy
stem cell based gen therapystem cell based gen therapy
stem cell based gen therapy
 
MOJPB-03-00085
MOJPB-03-00085MOJPB-03-00085
MOJPB-03-00085
 
Gene therapy
Gene therapy Gene therapy
Gene therapy
 
Gene therapy
Gene therapyGene therapy
Gene therapy
 
Genetherapy : An Overview
Genetherapy : An OverviewGenetherapy : An Overview
Genetherapy : An Overview
 
Advanced biotechnological tools for human health care dr shiv om pratap
Advanced biotechnological tools for human health care dr shiv om pratapAdvanced biotechnological tools for human health care dr shiv om pratap
Advanced biotechnological tools for human health care dr shiv om pratap
 
Research Ethics Forum: Ethical Challenges in Trials of Human Genome Editing a...
Research Ethics Forum: Ethical Challenges in Trials of Human Genome Editing a...Research Ethics Forum: Ethical Challenges in Trials of Human Genome Editing a...
Research Ethics Forum: Ethical Challenges in Trials of Human Genome Editing a...
 
Human gene therapy
Human gene therapyHuman gene therapy
Human gene therapy
 
Open Source Pharma /Genomics and clinical practice / Prof Hosur
Open Source Pharma /Genomics and clinical practice / Prof Hosur Open Source Pharma /Genomics and clinical practice / Prof Hosur
Open Source Pharma /Genomics and clinical practice / Prof Hosur
 
Moving from Big Data to Better Models of Disease and Drug Response - Joel Dudley
Moving from Big Data to Better Models of Disease and Drug Response - Joel DudleyMoving from Big Data to Better Models of Disease and Drug Response - Joel Dudley
Moving from Big Data to Better Models of Disease and Drug Response - Joel Dudley
 
Gene therapy
Gene therapyGene therapy
Gene therapy
 
Letter for the kids_Dr Jessica Rose
Letter for the kids_Dr Jessica Rose Letter for the kids_Dr Jessica Rose
Letter for the kids_Dr Jessica Rose
 
Forum on Personalized Medicine: Challenges for the next decade
Forum on Personalized Medicine: Challenges for the next decadeForum on Personalized Medicine: Challenges for the next decade
Forum on Personalized Medicine: Challenges for the next decade
 

Viewers also liked

PSFK presents Future Of Health
PSFK presents Future Of HealthPSFK presents Future Of Health
PSFK presents Future Of Health
PSFK
 
Health 2.0 Spring Fling - Health20ville
Health 2.0 Spring Fling - Health20villeHealth 2.0 Spring Fling - Health20ville
Health 2.0 Spring Fling - Health20ville
Health 2.0
 
Matthew Holt talk at HIMSS N. Cal
Matthew Holt talk at HIMSS N. CalMatthew Holt talk at HIMSS N. Cal
Matthew Holt talk at HIMSS N. Cal
Matthew Holt
 

Viewers also liked (11)

PSFK presents Future Of Health
PSFK presents Future Of HealthPSFK presents Future Of Health
PSFK presents Future Of Health
 
P4 Medicine Town Meeting
P4 Medicine Town MeetingP4 Medicine Town Meeting
P4 Medicine Town Meeting
 
web2.0:Beyond Open Source in Health Care
web2.0:Beyond Open Source in Health Careweb2.0:Beyond Open Source in Health Care
web2.0:Beyond Open Source in Health Care
 
Web 2.0 In Health Care
Web 2.0 In Health CareWeb 2.0 In Health Care
Web 2.0 In Health Care
 
Health 2 0 Europe Presentation
Health 2 0 Europe PresentationHealth 2 0 Europe Presentation
Health 2 0 Europe Presentation
 
Health 2.0 Spring Fling - Health20ville
Health 2.0 Spring Fling - Health20villeHealth 2.0 Spring Fling - Health20ville
Health 2.0 Spring Fling - Health20ville
 
Matthew Holt talk at HIMSS N. Cal
Matthew Holt talk at HIMSS N. CalMatthew Holt talk at HIMSS N. Cal
Matthew Holt talk at HIMSS N. Cal
 
Patient Centered Medical Home
Patient Centered Medical HomePatient Centered Medical Home
Patient Centered Medical Home
 
Health 20 And Participatory Health
Health 20 And Participatory HealthHealth 20 And Participatory Health
Health 20 And Participatory Health
 
Health 2.0 Talk at CaBIG
Health 2.0 Talk at CaBIGHealth 2.0 Talk at CaBIG
Health 2.0 Talk at CaBIG
 
Health 2.0 - Fall 2010
Health 2.0  - Fall 2010Health 2.0  - Fall 2010
Health 2.0 - Fall 2010
 

Similar to Medicine of the Future—The Transformation from Reactive to Proactive (P4) Medicine

Pharmacology Powered by Computational Analysis: Predicting Cardiotoxicity of ...
Pharmacology Powered by Computational Analysis: Predicting Cardiotoxicity of ...Pharmacology Powered by Computational Analysis: Predicting Cardiotoxicity of ...
Pharmacology Powered by Computational Analysis: Predicting Cardiotoxicity of ...
New York City College of Technology Computer Systems Technology Colloquium
 
Epstein-Barr virus genetic variants are associated with multiple sclerosis.
Epstein-Barr virus genetic variants are associated with multiple sclerosis.Epstein-Barr virus genetic variants are associated with multiple sclerosis.
Epstein-Barr virus genetic variants are associated with multiple sclerosis.
Mutiple Sclerosis
 
Introducción a la bioinformatica
Introducción a la bioinformaticaIntroducción a la bioinformatica
Introducción a la bioinformatica
Martín Arrieta
 
(서울의대 공유용) 빅데이터 분석 유전체 정보와 개인라이프로그 정보 활용-2015_11_24
(서울의대 공유용) 빅데이터 분석  유전체 정보와 개인라이프로그 정보 활용-2015_11_24(서울의대 공유용) 빅데이터 분석  유전체 정보와 개인라이프로그 정보 활용-2015_11_24
(서울의대 공유용) 빅데이터 분석 유전체 정보와 개인라이프로그 정보 활용-2015_11_24
Hyung Jin Choi
 

Similar to Medicine of the Future—The Transformation from Reactive to Proactive (P4) Medicine (20)

P4 Medicine: A Vision For Your Molecular Health
P4 Medicine: A Vision For Your Molecular HealthP4 Medicine: A Vision For Your Molecular Health
P4 Medicine: A Vision For Your Molecular Health
 
Molecular techniques for pathology research - MDX .pdf
Molecular techniques for pathology research - MDX .pdfMolecular techniques for pathology research - MDX .pdf
Molecular techniques for pathology research - MDX .pdf
 
Pharmacology Powered by Computational Analysis: Predicting Cardiotoxicity of ...
Pharmacology Powered by Computational Analysis: Predicting Cardiotoxicity of ...Pharmacology Powered by Computational Analysis: Predicting Cardiotoxicity of ...
Pharmacology Powered by Computational Analysis: Predicting Cardiotoxicity of ...
 
Epstein-Barr virus genetic variants are associated with multiple sclerosis.
Epstein-Barr virus genetic variants are associated with multiple sclerosis.Epstein-Barr virus genetic variants are associated with multiple sclerosis.
Epstein-Barr virus genetic variants are associated with multiple sclerosis.
 
Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...
 
Forward-looking Research: The Potential of New Genetic Technologies
Forward-looking Research:  The Potential of New Genetic TechnologiesForward-looking Research:  The Potential of New Genetic Technologies
Forward-looking Research: The Potential of New Genetic Technologies
 
Una revisión de los conocimientos fundamentales de la biología de la célula. ...
Una revisión de los conocimientos fundamentales de la biología de la célula. ...Una revisión de los conocimientos fundamentales de la biología de la célula. ...
Una revisión de los conocimientos fundamentales de la biología de la célula. ...
 
A New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The ClinicA New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The Clinic
 
Introducción a la bioinformatica
Introducción a la bioinformaticaIntroducción a la bioinformatica
Introducción a la bioinformatica
 
Applications of molecular genetics
Applications of molecular geneticsApplications of molecular genetics
Applications of molecular genetics
 
cronier 2007
cronier 2007cronier 2007
cronier 2007
 
(서울의대 공유용) 빅데이터 분석 유전체 정보와 개인라이프로그 정보 활용-2015_11_24
(서울의대 공유용) 빅데이터 분석  유전체 정보와 개인라이프로그 정보 활용-2015_11_24(서울의대 공유용) 빅데이터 분석  유전체 정보와 개인라이프로그 정보 활용-2015_11_24
(서울의대 공유용) 빅데이터 분석 유전체 정보와 개인라이프로그 정보 활용-2015_11_24
 
Integrating Disruptive Technologies Into Translational Research Hinxton Hal...
Integrating Disruptive Technologies Into Translational Research   Hinxton Hal...Integrating Disruptive Technologies Into Translational Research   Hinxton Hal...
Integrating Disruptive Technologies Into Translational Research Hinxton Hal...
 
Diaz-Arrastia, Ramon
Diaz-Arrastia, RamonDiaz-Arrastia, Ramon
Diaz-Arrastia, Ramon
 
INBIOMEDvision Workshop at MIE 2011. Victoria López
INBIOMEDvision Workshop at MIE 2011. Victoria LópezINBIOMEDvision Workshop at MIE 2011. Victoria López
INBIOMEDvision Workshop at MIE 2011. Victoria López
 
MLGG_for_linkedIn
MLGG_for_linkedInMLGG_for_linkedIn
MLGG_for_linkedIn
 
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
 
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
 
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
 
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
Combined Analysis of Micro RNA and Proteomic Profiles and Interactions in Pat...
 

More from Ryan Squire

Rogers Power Point Slides
Rogers Power Point SlidesRogers Power Point Slides
Rogers Power Point Slides
Ryan Squire
 

More from Ryan Squire (20)

Heart failure resources
Heart failure resourcesHeart failure resources
Heart failure resources
 
Ohio State Medical Center Social Media April 2011
Ohio State Medical Center Social Media April 2011Ohio State Medical Center Social Media April 2011
Ohio State Medical Center Social Media April 2011
 
Social Media @OSUMC
Social Media @OSUMCSocial Media @OSUMC
Social Media @OSUMC
 
Conversations that matter: Social networking for students with disabilities
Conversations that matter: Social networking for students with disabilitiesConversations that matter: Social networking for students with disabilities
Conversations that matter: Social networking for students with disabilities
 
Social media ethics
Social media ethicsSocial media ethics
Social media ethics
 
Social media by design
Social media by designSocial media by design
Social media by design
 
Overcoming internal resistance proving the value of new media
Overcoming internal resistance proving the value of new mediaOvercoming internal resistance proving the value of new media
Overcoming internal resistance proving the value of new media
 
Ignite4
Ignite4Ignite4
Ignite4
 
Health Care is Social
Health Care is SocialHealth Care is Social
Health Care is Social
 
Embracing The Change Of Social Media
Embracing The Change Of Social MediaEmbracing The Change Of Social Media
Embracing The Change Of Social Media
 
Advocacy Through Interaction
Advocacy Through InteractionAdvocacy Through Interaction
Advocacy Through Interaction
 
Social Media Health Care 2009
Social Media Health Care 2009Social Media Health Care 2009
Social Media Health Care 2009
 
How To Handle The Responsibilities Of Hipaa, Identity Theft, And Privacy Conc...
How To Handle The Responsibilities Of Hipaa, Identity Theft, And Privacy Conc...How To Handle The Responsibilities Of Hipaa, Identity Theft, And Privacy Conc...
How To Handle The Responsibilities Of Hipaa, Identity Theft, And Privacy Conc...
 
Rogers Power Point Slides
Rogers Power Point SlidesRogers Power Point Slides
Rogers Power Point Slides
 
Direct To Consumer Genomics and the Future of Healthcare
Direct To Consumer Genomics and the Future of HealthcareDirect To Consumer Genomics and the Future of Healthcare
Direct To Consumer Genomics and the Future of Healthcare
 
Pharmacogenomic Clinical Studies
Pharmacogenomic Clinical StudiesPharmacogenomic Clinical Studies
Pharmacogenomic Clinical Studies
 
Pharmacogenomics in Clinical Medicine: What Is FDA Doing to Facilitate the M...
Pharmacogenomics in Clinical Medicine:  What Is FDA Doing to Facilitate the M...Pharmacogenomics in Clinical Medicine:  What Is FDA Doing to Facilitate the M...
Pharmacogenomics in Clinical Medicine: What Is FDA Doing to Facilitate the M...
 
Tamoxifen And CYP2D6: Using Pharmacogenetics to discover a new drug
Tamoxifen And CYP2D6:  Using Pharmacogenetics to discover a new drugTamoxifen And CYP2D6:  Using Pharmacogenetics to discover a new drug
Tamoxifen And CYP2D6: Using Pharmacogenetics to discover a new drug
 
Transforming Medicine Through Personalized Health Care at Ohio State Universi...
Transforming Medicine Through Personalized Health Care at Ohio State Universi...Transforming Medicine Through Personalized Health Care at Ohio State Universi...
Transforming Medicine Through Personalized Health Care at Ohio State Universi...
 
Value of Personalized Health Care
Value of Personalized Health CareValue of Personalized Health Care
Value of Personalized Health Care
 

Recently uploaded

Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
adilkhan87451
 
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
Call Girls In Delhi Whatsup 9873940964 Enjoy Unlimited Pleasure
 

Recently uploaded (20)

(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
 
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
 
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
 
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
 
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
Call Girls Hosur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Hosur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Hosur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Hosur Just Call 9630942363 Top Class Call Girl Service Available
 
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur  Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Guntur  Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service Available
 
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
 
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
 
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
 
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
 
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
 
Call Girls Kakinada Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kakinada Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kakinada Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kakinada Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
 

Medicine of the Future—The Transformation from Reactive to Proactive (P4) Medicine

  • 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.