SlideShare uma empresa Scribd logo
1 de 6
Baixar para ler offline
Genomic and Precision Medicine:
The Future is Now
Geoffrey S Ginsburg MD PhD
Professor of Medicine and Biomedical Engineering
Center for Applied Genomics & Precision Medicine
Duke MEDx
Duke University
October 19, 2015
@PersonalizedMed
APPLIED GENOMICS
& PRECISION MEDICINE
APPLIED GENOMICS
& PRECISION MEDICINE
Early Precision Medicine:
“Factors of Risk”
Factors	
  of	
  Risk	
  in	
  the	
  
Development	
  of	
  
Coronary	
  Heart	
  Disease
—Six-­‐Year	
  Follow-­‐up	
  
Experience	
  	
  
Kannel	
  WB	
  et	
  al.	
  
November	
  1961	
  	
  
	
  
§ High	
  blood	
  pressure	
  
§ Increased	
  cholesterol	
  
§ Smoking	
  
§ Diabetes	
  
§ Family	
  history	
  
§ Male	
  sex	
  
Source:	
  Kannel	
  WB	
  et	
  al.	
  Ann	
  Intern	
  Med	
  1961;55:33−50.	
  	
  
APPLIED GENOMICS
& PRECISION MEDICINE
The Path to Better Health Care
Human
Genome
Project
Precision
Health
Realizing	
  the	
  
Promise	
  of	
  
Genomic	
  
Medicine	
  
How to use genomic information about an individual
to optimize their clinical care ?
?	
  
APPLIED GENOMICS
& PRECISION MEDICINE
The Path to Better Health Care
Human
Genome
Project
Precision
Health
Realizing	
  the	
  
Promise	
  of	
  
Genomic	
  
Medicine	
  
How to use genomic and other information about an
individual to optimize their clinical care?
Sequencing	
  	
  
Learning	
  
Health	
  
Systems	
  
mHealth	
  	
  
and	
  eHealth	
  
Big	
  Data	
  &	
  
AnalyIcs	
  
PaIent	
  
Engagement	
  	
  
Advanced	
  
Therapies	
  &	
  
DiagnosIcs	
  
APPLIED GENOMICS
& PRECISION MEDICINE
Data Integration and Analytics Will Enable
Precision Medicine
Exposure
Data
Electronic
Health
Records
DATA MART Omics,
Imaging
Data
	
  
Social
Network
Data
	
  
Sensor
Data
Geo-spatial
Data
Predictive
Modeling
Discovery
Individual and Population
Management Tools
APPLIED GENOMICS
& PRECISION MEDICINE
Challenges in Genomic and Precision
Medicine Implementation
•  InsItuIonal,	
  clinician,	
  and	
  paIent	
  acceptance	
  
•  Access	
  to	
  experIse	
  and	
  tesIng	
  
•  EHR	
  integraIon	
  of	
  genomic/mHealth	
  
informaIon	
  and	
  clinical	
  decision	
  support	
  	
  
•  Data	
  liquidity,	
  standards,	
  and	
  security	
  
•  Outcomes	
  studies	
  for	
  evidence	
  generaIon	
  
•  Reimbursement	
  	
  
Genet	
  Med	
  2013;	
  15:258-­‐67.	
  

Mais conteúdo relacionado

Mais procurados

Personalized Medicine: Current and Future Perspectives Personalized Medicin...
Personalized Medicine: Current and Future Perspectives 	 Personalized Medicin...Personalized Medicine: Current and Future Perspectives 	 Personalized Medicin...
Personalized Medicine: Current and Future Perspectives Personalized Medicin...
MedicineAndHealth
 
Biomarker base™ Introduction
Biomarker base™ IntroductionBiomarker base™ Introduction
Biomarker base™ Introduction
biomarkerbase
 

Mais procurados (20)

Personalized Medicine: Current and Future Perspectives Personalized Medicin...
Personalized Medicine: Current and Future Perspectives 	 Personalized Medicin...Personalized Medicine: Current and Future Perspectives 	 Personalized Medicin...
Personalized Medicine: Current and Future Perspectives Personalized Medicin...
 
Personalized medicine in pediatric cancer
Personalized medicine in pediatric cancerPersonalized medicine in pediatric cancer
Personalized medicine in pediatric cancer
 
Clinical Genomics and Medicine
Clinical Genomics and MedicineClinical Genomics and Medicine
Clinical Genomics and Medicine
 
Artificial Intelligence for Discovery
Artificial Intelligence for DiscoveryArtificial Intelligence for Discovery
Artificial Intelligence for Discovery
 
Precision Medicine in Oncology
Precision Medicine in OncologyPrecision Medicine in Oncology
Precision Medicine in Oncology
 
Big data, RWE and AI in Clinical Trials made simple
Big data, RWE and AI in Clinical Trials made simpleBig data, RWE and AI in Clinical Trials made simple
Big data, RWE and AI in Clinical Trials made simple
 
Developing Drugs in the New Era of Personalized Medicines
Developing Drugs in the New Era of Personalized Medicines Developing Drugs in the New Era of Personalized Medicines
Developing Drugs in the New Era of Personalized Medicines
 
AI in Healthcare.pptx
AI in Healthcare.pptxAI in Healthcare.pptx
AI in Healthcare.pptx
 
Big Data in Healthcare: Hype and Hope on the Path to Personalized Medicine
Big Data in Healthcare: Hype and Hope on the Path to Personalized MedicineBig Data in Healthcare: Hype and Hope on the Path to Personalized Medicine
Big Data in Healthcare: Hype and Hope on the Path to Personalized Medicine
 
AI in Clinical Trials: From Big Sky to Practical Application
AI in Clinical Trials: From Big Sky to Practical ApplicationAI in Clinical Trials: From Big Sky to Practical Application
AI in Clinical Trials: From Big Sky to Practical Application
 
Artificial intelligence and precision medicine does the health economist need...
Artificial intelligence and precision medicine does the health economist need...Artificial intelligence and precision medicine does the health economist need...
Artificial intelligence and precision medicine does the health economist need...
 
Gene therapy
Gene therapyGene therapy
Gene therapy
 
The case for Genomic Medicine, (Personalized, Individualized Medicine). Medic...
The case for Genomic Medicine, (Personalized, Individualized Medicine). Medic...The case for Genomic Medicine, (Personalized, Individualized Medicine). Medic...
The case for Genomic Medicine, (Personalized, Individualized Medicine). Medic...
 
Artificial inteilligence in infectious diseases
Artificial inteilligence in infectious diseasesArtificial inteilligence in infectious diseases
Artificial inteilligence in infectious diseases
 
Healthcare AI Data & Ethics - a 2030 vision
Healthcare AI Data & Ethics - a 2030 visionHealthcare AI Data & Ethics - a 2030 vision
Healthcare AI Data & Ethics - a 2030 vision
 
Life Sciences Trends for 2019
Life Sciences Trends for 2019Life Sciences Trends for 2019
Life Sciences Trends for 2019
 
Biomarker base™ Introduction
Biomarker base™ IntroductionBiomarker base™ Introduction
Biomarker base™ Introduction
 
Big Data in Pharma - Overview and Use Cases
Big Data in Pharma - Overview and Use CasesBig Data in Pharma - Overview and Use Cases
Big Data in Pharma - Overview and Use Cases
 
How AstraZeneca is Applying AI, Imaging & Data Analytics (AI-Driven Drug Deve...
How AstraZeneca is Applying AI, Imaging & Data Analytics (AI-Driven Drug Deve...How AstraZeneca is Applying AI, Imaging & Data Analytics (AI-Driven Drug Deve...
How AstraZeneca is Applying AI, Imaging & Data Analytics (AI-Driven Drug Deve...
 
Chapter 15 precision medicine in oncology
Chapter 15 precision medicine in oncologyChapter 15 precision medicine in oncology
Chapter 15 precision medicine in oncology
 

Destaque (7)

Chengdu201007
Chengdu201007Chengdu201007
Chengdu201007
 
vendeur polyvalent (1) (1)
vendeur polyvalent (1) (1)vendeur polyvalent (1) (1)
vendeur polyvalent (1) (1)
 
Armasight Vega Night Vision Goggles Review
Armasight Vega Night Vision Goggles ReviewArmasight Vega Night Vision Goggles Review
Armasight Vega Night Vision Goggles Review
 
RAV Gazette Notice
RAV Gazette NoticeRAV Gazette Notice
RAV Gazette Notice
 
American Transnationalism and Agamben
American Transnationalism and AgambenAmerican Transnationalism and Agamben
American Transnationalism and Agamben
 
Hướng dẫn làm bt về chuỗi.doc
Hướng dẫn làm bt về chuỗi.docHướng dẫn làm bt về chuỗi.doc
Hướng dẫn làm bt về chuỗi.doc
 
KrieglM_2011-2_BODY
KrieglM_2011-2_BODYKrieglM_2011-2_BODY
KrieglM_2011-2_BODY
 

Semelhante a The Precision Medicine Revolution (Geoffrey Ginsburg)

TĂNG HUYẾT ÁP TRONG THAI KỲ (tiền sản giật)
TĂNG HUYẾT ÁP TRONG THAI KỲ (tiền sản giật)TĂNG HUYẾT ÁP TRONG THAI KỲ (tiền sản giật)
TĂNG HUYẾT ÁP TRONG THAI KỲ (tiền sản giật)
SoM
 
Surgeon General’s PerspectivesPublic Health Reports Janu.docx
Surgeon General’s PerspectivesPublic Health Reports  Janu.docxSurgeon General’s PerspectivesPublic Health Reports  Janu.docx
Surgeon General’s PerspectivesPublic Health Reports Janu.docx
mabelf3
 
The Influence of Prenatal Care Adequacy on Infant Mortality Rate Disparities ...
The Influence of Prenatal Care Adequacy on Infant Mortality Rate Disparities ...The Influence of Prenatal Care Adequacy on Infant Mortality Rate Disparities ...
The Influence of Prenatal Care Adequacy on Infant Mortality Rate Disparities ...
Wayne State University College of Liberal Arts and Sciences
 
Blood Health for carlo web res
Blood Health for carlo web resBlood Health for carlo web res
Blood Health for carlo web res
Carlo Ammendolia
 
RunningHead PICOT Question1RunningHead PICOT Question7.docx
RunningHead PICOT Question1RunningHead PICOT Question7.docxRunningHead PICOT Question1RunningHead PICOT Question7.docx
RunningHead PICOT Question1RunningHead PICOT Question7.docx
rtodd599
 
Muinkhoury
MuinkhouryMuinkhoury
Muinkhoury
zmiers
 

Semelhante a The Precision Medicine Revolution (Geoffrey Ginsburg) (20)

Gim board review conference 4 8-19
Gim board review conference 4 8-19Gim board review conference 4 8-19
Gim board review conference 4 8-19
 
Mayo presentation 2016
Mayo presentation 2016Mayo presentation 2016
Mayo presentation 2016
 
Uk connected health 1 25 2017
Uk connected health 1 25 2017Uk connected health 1 25 2017
Uk connected health 1 25 2017
 
TĂNG HUYẾT ÁP TRONG THAI KỲ (tiền sản giật)
TĂNG HUYẾT ÁP TRONG THAI KỲ (tiền sản giật)TĂNG HUYẾT ÁP TRONG THAI KỲ (tiền sản giật)
TĂNG HUYẾT ÁP TRONG THAI KỲ (tiền sản giật)
 
MedicalResearch.com: Medical Research Exclusive Interviews July 24 2015
MedicalResearch.com:  Medical Research Exclusive Interviews July 24 2015MedicalResearch.com:  Medical Research Exclusive Interviews July 24 2015
MedicalResearch.com: Medical Research Exclusive Interviews July 24 2015
 
Surgeon General’s PerspectivesPublic Health Reports Janu.docx
Surgeon General’s PerspectivesPublic Health Reports  Janu.docxSurgeon General’s PerspectivesPublic Health Reports  Janu.docx
Surgeon General’s PerspectivesPublic Health Reports Janu.docx
 
Personalized Medicine Overview
Personalized Medicine OverviewPersonalized Medicine Overview
Personalized Medicine Overview
 
The Influence of Prenatal Care Adequacy on Infant Mortality Rate Disparities ...
The Influence of Prenatal Care Adequacy on Infant Mortality Rate Disparities ...The Influence of Prenatal Care Adequacy on Infant Mortality Rate Disparities ...
The Influence of Prenatal Care Adequacy on Infant Mortality Rate Disparities ...
 
Task force in hypertension in pregnancy acog 2013
Task force in hypertension in pregnancy acog 2013Task force in hypertension in pregnancy acog 2013
Task force in hypertension in pregnancy acog 2013
 
Jonathan Darrow, "Precision Medicine Initiative and Cancer Moonshot"
Jonathan Darrow, "Precision Medicine Initiative and Cancer Moonshot"Jonathan Darrow, "Precision Medicine Initiative and Cancer Moonshot"
Jonathan Darrow, "Precision Medicine Initiative and Cancer Moonshot"
 
Ver r 2015 clinical reviews amelia island (1)
Ver r 2015 clinical reviews amelia island (1)Ver r 2015 clinical reviews amelia island (1)
Ver r 2015 clinical reviews amelia island (1)
 
Influencia del genero en las enfermedades respiratorias tributarias de rehabi...
Influencia del genero en las enfermedades respiratorias tributarias de rehabi...Influencia del genero en las enfermedades respiratorias tributarias de rehabi...
Influencia del genero en las enfermedades respiratorias tributarias de rehabi...
 
When reducing cancer risk in our population, let’s not exacerbate disparities
When reducing cancer risk in our population, let’s not exacerbate disparitiesWhen reducing cancer risk in our population, let’s not exacerbate disparities
When reducing cancer risk in our population, let’s not exacerbate disparities
 
Blood Health for carlo web res
Blood Health for carlo web resBlood Health for carlo web res
Blood Health for carlo web res
 
Daily Health Update for 12/10/15 from Poway Chiropractor Dr. Rode of Rode Chi...
Daily Health Update for 12/10/15 from Poway Chiropractor Dr. Rode of Rode Chi...Daily Health Update for 12/10/15 from Poway Chiropractor Dr. Rode of Rode Chi...
Daily Health Update for 12/10/15 from Poway Chiropractor Dr. Rode of Rode Chi...
 
MedicalResearch.com Breaking Medical Research News August 30 2015
MedicalResearch.com Breaking Medical Research News August 30 2015MedicalResearch.com Breaking Medical Research News August 30 2015
MedicalResearch.com Breaking Medical Research News August 30 2015
 
Intro: California Initiative to Advance Precision Medicine Workshop
Intro: California Initiative to Advance Precision Medicine WorkshopIntro: California Initiative to Advance Precision Medicine Workshop
Intro: California Initiative to Advance Precision Medicine Workshop
 
RunningHead PICOT Question1RunningHead PICOT Question7.docx
RunningHead PICOT Question1RunningHead PICOT Question7.docxRunningHead PICOT Question1RunningHead PICOT Question7.docx
RunningHead PICOT Question1RunningHead PICOT Question7.docx
 
Muinkhoury
MuinkhouryMuinkhoury
Muinkhoury
 
Genomics-health, Pharmacogenomics.pdf
Genomics-health, Pharmacogenomics.pdfGenomics-health, Pharmacogenomics.pdf
Genomics-health, Pharmacogenomics.pdf
 

Mais de U.S. News Healthcare of Tomorrow

Mais de U.S. News Healthcare of Tomorrow (20)

Using Hospital Data Insights to Improve Clinical Quality at UCLA Medical Cent...
Using Hospital Data Insights to Improve Clinical Quality at UCLA Medical Cent...Using Hospital Data Insights to Improve Clinical Quality at UCLA Medical Cent...
Using Hospital Data Insights to Improve Clinical Quality at UCLA Medical Cent...
 
How Children’s Hospitals Can Make an Impact on the Social Determinants of Hea...
How Children’s Hospitals Can Make an Impact on the Social Determinants of Hea...How Children’s Hospitals Can Make an Impact on the Social Determinants of Hea...
How Children’s Hospitals Can Make an Impact on the Social Determinants of Hea...
 
A Population Health Imperative: Tackling Childhood Obesity (All Slides)
A Population Health Imperative: Tackling Childhood Obesity (All Slides)A Population Health Imperative: Tackling Childhood Obesity (All Slides)
A Population Health Imperative: Tackling Childhood Obesity (All Slides)
 
The Pediatric Partnership Playbook: Getting the most out of strategic collabo...
The Pediatric Partnership Playbook: Getting the most out of strategic collabo...The Pediatric Partnership Playbook: Getting the most out of strategic collabo...
The Pediatric Partnership Playbook: Getting the most out of strategic collabo...
 
The Difficult Journey to Value: A Roadmap for Success (Ari Robicsek)
The Difficult Journey to Value: A Roadmap for Success (Ari Robicsek)The Difficult Journey to Value: A Roadmap for Success (Ari Robicsek)
The Difficult Journey to Value: A Roadmap for Success (Ari Robicsek)
 
Focus on Post Acute Care: Lower Costs, Fewer Readmissions, Happier Patients (...
Focus on Post Acute Care: Lower Costs, Fewer Readmissions, Happier Patients (...Focus on Post Acute Care: Lower Costs, Fewer Readmissions, Happier Patients (...
Focus on Post Acute Care: Lower Costs, Fewer Readmissions, Happier Patients (...
 
Healthcare Community Change Agents: Addressing the Social Determinants of Hea...
Healthcare Community Change Agents: Addressing the Social Determinants of Hea...Healthcare Community Change Agents: Addressing the Social Determinants of Hea...
Healthcare Community Change Agents: Addressing the Social Determinants of Hea...
 
Enhancing the Patient Experience: Design Strategies That Work (Laura Forese)
Enhancing the Patient Experience: Design Strategies That Work (Laura Forese)Enhancing the Patient Experience: Design Strategies That Work (Laura Forese)
Enhancing the Patient Experience: Design Strategies That Work (Laura Forese)
 
How Children’s Hospitals Can Make an Impact on the Social Determinants of Hea...
How Children’s Hospitals Can Make an Impact on the Social Determinants of Hea...How Children’s Hospitals Can Make an Impact on the Social Determinants of Hea...
How Children’s Hospitals Can Make an Impact on the Social Determinants of Hea...
 
Inside U.S. News Best Hospitals Rankings (Ben Harder)
Inside U.S. News Best Hospitals Rankings (Ben Harder)Inside U.S. News Best Hospitals Rankings (Ben Harder)
Inside U.S. News Best Hospitals Rankings (Ben Harder)
 
Enhancing the Patient Experience: Design Strategies That Work (All Slides)
Enhancing the Patient Experience: Design Strategies That Work (All Slides)Enhancing the Patient Experience: Design Strategies That Work (All Slides)
Enhancing the Patient Experience: Design Strategies That Work (All Slides)
 
Creating a New Hospital Ranking: Can Health Equity be Measured? (All Slides)
Creating a New Hospital Ranking: Can Health Equity be Measured? (All Slides)Creating a New Hospital Ranking: Can Health Equity be Measured? (All Slides)
Creating a New Hospital Ranking: Can Health Equity be Measured? (All Slides)
 
A Population Health Imperative: Tackling Childhood Obesity (All slides)
A Population Health Imperative: Tackling Childhood Obesity (All slides)A Population Health Imperative: Tackling Childhood Obesity (All slides)
A Population Health Imperative: Tackling Childhood Obesity (All slides)
 
Global Child Health at the Tipping point: Lessons from the Field (Mark Kline)
Global Child Health at the Tipping point: Lessons from the Field (Mark Kline)Global Child Health at the Tipping point: Lessons from the Field (Mark Kline)
Global Child Health at the Tipping point: Lessons from the Field (Mark Kline)
 
How Children’s Hospitals Are Shifting Toward Value and Population Health (All...
How Children’s Hospitals Are Shifting Toward Value and Population Health (All...How Children’s Hospitals Are Shifting Toward Value and Population Health (All...
How Children’s Hospitals Are Shifting Toward Value and Population Health (All...
 
Smart Master Planning: How Health Systems Can Be Ready for the Uncertainties ...
Smart Master Planning: How Health Systems Can Be Ready for the Uncertainties ...Smart Master Planning: How Health Systems Can Be Ready for the Uncertainties ...
Smart Master Planning: How Health Systems Can Be Ready for the Uncertainties ...
 
The Telemedicine Revolution (Deanna Larson)
The Telemedicine Revolution (Deanna Larson)The Telemedicine Revolution (Deanna Larson)
The Telemedicine Revolution (Deanna Larson)
 
The Power of Precision Medicine (Lynn Dressler)
The Power of Precision Medicine (Lynn Dressler)The Power of Precision Medicine (Lynn Dressler)
The Power of Precision Medicine (Lynn Dressler)
 
The Power of Precision Medicine (Robert Vonderheide)
The Power of Precision Medicine (Robert Vonderheide)The Power of Precision Medicine (Robert Vonderheide)
The Power of Precision Medicine (Robert Vonderheide)
 
The Power of Precision Medicine (Jonathan Keats)
The Power of Precision Medicine (Jonathan Keats)The Power of Precision Medicine (Jonathan Keats)
The Power of Precision Medicine (Jonathan Keats)
 

Último

🌹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
 

Último (20)

Call Girls Shimla Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Shimla Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Shimla Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Shimla Just Call 8617370543 Top Class Call Girl Service Available
 
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...
 
Call Girls Kurnool Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kurnool Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Kurnool Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kurnool Just Call 8250077686 Top Class Call Girl Service Available
 
Top Rated Bangalore Call Girls Majestic ⟟ 9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Majestic ⟟  9332606886 ⟟ Call Me For Genuine S...Top Rated Bangalore Call Girls Majestic ⟟  9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Majestic ⟟ 9332606886 ⟟ Call Me For Genuine S...
 
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
 
Call Girls Vadodara Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Vadodara Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Vadodara Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Vadodara Just Call 8617370543 Top Class Call Girl Service Available
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
 
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
 
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
 
🌹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...
 
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...
 
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
 
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
 
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
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
 
(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...
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
 

The Precision Medicine Revolution (Geoffrey Ginsburg)

  • 1. Genomic and Precision Medicine: The Future is Now Geoffrey S Ginsburg MD PhD Professor of Medicine and Biomedical Engineering Center for Applied Genomics & Precision Medicine Duke MEDx Duke University October 19, 2015 @PersonalizedMed APPLIED GENOMICS & PRECISION MEDICINE
  • 2. APPLIED GENOMICS & PRECISION MEDICINE Early Precision Medicine: “Factors of Risk” Factors  of  Risk  in  the   Development  of   Coronary  Heart  Disease —Six-­‐Year  Follow-­‐up   Experience     Kannel  WB  et  al.   November  1961       § High  blood  pressure   § Increased  cholesterol   § Smoking   § Diabetes   § Family  history   § Male  sex   Source:  Kannel  WB  et  al.  Ann  Intern  Med  1961;55:33−50.    
  • 3. APPLIED GENOMICS & PRECISION MEDICINE The Path to Better Health Care Human Genome Project Precision Health Realizing  the   Promise  of   Genomic   Medicine   How to use genomic information about an individual to optimize their clinical care ? ?  
  • 4. APPLIED GENOMICS & PRECISION MEDICINE The Path to Better Health Care Human Genome Project Precision Health Realizing  the   Promise  of   Genomic   Medicine   How to use genomic and other information about an individual to optimize their clinical care? Sequencing     Learning   Health   Systems   mHealth     and  eHealth   Big  Data  &   AnalyIcs   PaIent   Engagement     Advanced   Therapies  &   DiagnosIcs  
  • 5. APPLIED GENOMICS & PRECISION MEDICINE Data Integration and Analytics Will Enable Precision Medicine Exposure Data Electronic Health Records DATA MART Omics, Imaging Data   Social Network Data   Sensor Data Geo-spatial Data Predictive Modeling Discovery Individual and Population Management Tools
  • 6. APPLIED GENOMICS & PRECISION MEDICINE Challenges in Genomic and Precision Medicine Implementation •  InsItuIonal,  clinician,  and  paIent  acceptance   •  Access  to  experIse  and  tesIng   •  EHR  integraIon  of  genomic/mHealth   informaIon  and  clinical  decision  support     •  Data  liquidity,  standards,  and  security   •  Outcomes  studies  for  evidence  generaIon   •  Reimbursement     Genet  Med  2013;  15:258-­‐67.