SlideShare une entreprise Scribd logo
1  sur  19
Télécharger pour lire hors ligne
Incorporating Personalized Medicine in
Community Hospital Systems
Catholic Health Initiatives’
Center for Translational Research 	

July 17, 2013
CHI: 5th Largest Hospital Network in US
Strength in Numbers
§  5th largest US network
§  86 acute care hospitals in 18 states
§  40 LTC facilities
§  85,000 employees
§  2,900 physicians and midlevel providers
§  Diverse markets with 90% ranked #1 or #2
§  $15B in assets, $12B in annual revenue
§  FY 2012 – provided $715M+ in charity care
Personalized Medicine
§  What is it?	

§  Personalized medicine is the use of new
methods of molecular analysis to better
manage a patient’s disease or predisposition
toward a disease… approaches may include
genetic screening programs that more precisely
diagnose diseases and their sub-types, or help
physicians select the type and dose of
medication best suited to a certain group of
patients. – Personalized Medicine Coalition
CHI Institute for Research 
Innovation
Center	
  for	
  Clinical	
  Trials	
  
-­‐	
  Clinical	
  Trial	
  recruitment	
  and	
  
management	
  across	
  CHI	
  
Center	
  for	
  Healthcare	
  
Innova4on	
  	
  
(CHCI)	
  
-­‐	
  Next	
  Gen	
  healthcare	
  delivery	
  
-­‐ Mul-­‐center	
  Bio-­‐Repository	
  for	
  specimen	
  collecon	
  across	
  CHI	
  network	
  
-­‐ CLIA	
  cerfied	
  laboratory	
  for	
  personalized	
  medicine	
  
-­‐ Research	
  Laboratory	
  for	
  IP	
  generaon	
  
Center	
  for	
  
Transla4onal	
  
Research	
  (CTR)	
  
Biostascs/Data	
  Analycs	
  
-­‐	
  Electronic	
  Medical	
  Record	
  links	
  
Bio-Repository Network
§  Responsible for scientific oversight of collection process and storage, project
specifications	

§  Installation of full time employee at individual sites
across the CHI
§  Responsible for patient recruitment and sample
processing/storage
§  Uniform collection procedures
§  Regulatory Guidance - WIRB protocol approval
§  Dedicated staff to facilitate sample collection, storage
and shipment
§  Annotated biospecimens with clinical and
longitudinal data (up to 10 years)
§  Single software solution for:
q  Chain of custody tracking from consent to
storage
q  Data capture from downstream molecular
analyses
q  Querying capabilities to define cohorts
5
Best Practices:
Biospecimen Collection Overview
Cloud-based Informatics:
Network Strength
Data	
  Warehouse	
  
CCR	
   CTR	
  
Research	
  Data	
  
Analysis	
  
Physician Engagement
§  CHI is a community based hospital system	

§  Physician engagement includes:	

q  education of local physicians in bio molecular
assays, including next generation sequencing	

q  Partnership to investigate clinically relevant
questions from inside the CHI system	

q  Proposed projects for grant/venture capital
funding through a variety of mechanisms
CHI Discovery Research Network
CTR working with
Physicians in their
communities
§  Hypothesis-driven
Research
§  Research Partnering
§  Education
Discovery	
  
Research	
  
Network	
  
Biospecimen	
  
Procurement	
  
Program	
  
Infrastructure	
  
Support	
  
IP	
  Generaon	
  
Hypothesis	
  
Development	
  	
  
Translaonal	
  	
  
Research	
  	
  
Laboratory	
  
Specimen	
  
and	
  
Data	
  Access	
  
Next Generation Sequencing (NGS)
§  Current generation of technology allows for
sequencing of the whole genome of a patient,
or a patient tumor sample	

§  Derived from technology used to do the first
human genome sequencing project	

§  That project took years, and millions of dollars	

§  Current turn around time is 6 to 8 weeks for an
entire genome to be sequenced, turn around
times continue to decrease as do costs
Data Tsunami
§  Data storage and subsequent analysis is rapidly
becoming a bottleneck for most NGS labs	

§  Single gene sequencing produces files of 10’s
to 100 KB in size	

§  Exome sequencing produces ~10 GB file size
per run	

§  Full genome sequencing produces file sizes on
the order of ~100 GB	

§  Accompanying data analysis is time
consuming and requires specialized training
and software
Personalized Report
§  Personalized
report generated
from the exome
sequencing of
our patient	

§  Can be tailored
to individual
physician
preferences
Clinical Trial #1 Eligibility
Patients Like Me
Challenges for NGS
§  Input requirements can be difficult to meet
with FFPE, especially FNA	

§  Physicians leery of what information they
will get, quantity of information a problem	

§  Clear, concise physician reports required	

§  Current turn around times too long for full
exome sequencing, better for targeted
Opportunities for NGS
§  True implementation of personalized
treatment based on biology not phenotype
or even histology	

§  Preservation of precious tissue by
integrating multiple tests into one assay	

§  Longitudinal examination of a patients
primary, recurrence and resistant disease	

§  Becoming more necessary with additional
targeted therapies and clinical trials
Therapies targeting the EGFR pathway
17	

EGFR = Epidermal Growth Factor Receptor
Selected QIAGEN partners:
therascreen KRAS test
BKM120
Afatinib
Zelboraf
Patient Testing
§  First available test at CTR, for KRAS, codon 12,13,61	

§  Reporting clinical outcome for the use of EGFR
inhibitors (panitumumab, cetuximab)	

§  Predominantly used for colorectal cancers as per
guidelines (National Comprehensive Cancer Network)	

§  30-35% of patients have KRAS mutation, predictive for
lack of response to EGFR targeting	

§  Cost of EGFR targeting: $30,000 for 8 weeks treatment	

§  FFPE samples, typically from FNA	

§  We also see lung cancer and metastatic samples
Thank you.

Contenu connexe

Tendances

Genomics-Based Medicine Coming into View
Genomics-Based Medicine Coming into ViewGenomics-Based Medicine Coming into View
Genomics-Based Medicine Coming into ViewHannes Smárason
 
Derrick Crook (Public Health England) Shaping the public health and nhs inter...
Derrick Crook (Public Health England) Shaping the public health and nhs inter...Derrick Crook (Public Health England) Shaping the public health and nhs inter...
Derrick Crook (Public Health England) Shaping the public health and nhs inter...NHShcs
 
Transforming the NHS through genomic and personalised medicine, pop up uni, 1...
Transforming the NHS through genomic and personalised medicine, pop up uni, 1...Transforming the NHS through genomic and personalised medicine, pop up uni, 1...
Transforming the NHS through genomic and personalised medicine, pop up uni, 1...NHS England
 
Prospective Biobanking Poster 09MAR12
Prospective Biobanking Poster 09MAR12Prospective Biobanking Poster 09MAR12
Prospective Biobanking Poster 09MAR12Mike Messenger
 
Personalized Medicine: The Future is Almost Here
Personalized Medicine: The Future is Almost HerePersonalized Medicine: The Future is Almost Here
Personalized Medicine: The Future is Almost HereHannes Smárason
 
Genomics, Personalized Medicine and Electronic Medical Records
Genomics, Personalized Medicine and Electronic Medical RecordsGenomics, Personalized Medicine and Electronic Medical Records
Genomics, Personalized Medicine and Electronic Medical RecordsLyle Berkowitz, MD
 
Wielding the Double-Edge Sword of Cardiac Biomarkers in Clinical Trials: A Di...
Wielding the Double-Edge Sword of Cardiac Biomarkers in Clinical Trials: A Di...Wielding the Double-Edge Sword of Cardiac Biomarkers in Clinical Trials: A Di...
Wielding the Double-Edge Sword of Cardiac Biomarkers in Clinical Trials: A Di...Medpace
 
Clinical Validation of Copy Number Variants Using the AMP Guidelines
Clinical Validation of Copy Number Variants Using the AMP GuidelinesClinical Validation of Copy Number Variants Using the AMP Guidelines
Clinical Validation of Copy Number Variants Using the AMP GuidelinesGolden Helix
 
Duke Industry Statistics Symposium - Real world evidence , EHRs and Cancer S...
Duke Industry Statistics Symposium -  Real world evidence , EHRs and Cancer S...Duke Industry Statistics Symposium -  Real world evidence , EHRs and Cancer S...
Duke Industry Statistics Symposium - Real world evidence , EHRs and Cancer S...Warren Kibbe
 
2016 ngs health_lecture
2016 ngs health_lecture2016 ngs health_lecture
2016 ngs health_lectureDan Gaston
 
Inflammatory Bowel Disease Drug Development Solutions
Inflammatory Bowel Disease Drug Development Solutions Inflammatory Bowel Disease Drug Development Solutions
Inflammatory Bowel Disease Drug Development Solutions Covance
 
Getting Ahead of the Expanding Landscape: Radiopharmaceutical Dosimetry
Getting Ahead of the Expanding Landscape: Radiopharmaceutical DosimetryGetting Ahead of the Expanding Landscape: Radiopharmaceutical Dosimetry
Getting Ahead of the Expanding Landscape: Radiopharmaceutical DosimetryMedpace
 
Frontiers of Predictive Oncology and Computing
Frontiers of Predictive Oncology and ComputingFrontiers of Predictive Oncology and Computing
Frontiers of Predictive Oncology and ComputingWarren Kibbe
 
Pediatric x ray Hospitals Moving to Macrocyclic MR Contrast Agents
Pediatric x ray Hospitals Moving to Macrocyclic MR Contrast AgentsPediatric x ray Hospitals Moving to Macrocyclic MR Contrast Agents
Pediatric x ray Hospitals Moving to Macrocyclic MR Contrast AgentsImage gently
 
QPS_EarlyStageClinical_serialCSFsampling
QPS_EarlyStageClinical_serialCSFsamplingQPS_EarlyStageClinical_serialCSFsampling
QPS_EarlyStageClinical_serialCSFsamplingAbby Millager
 
CI4CC Cancer Informatics Perspectives
CI4CC Cancer Informatics PerspectivesCI4CC Cancer Informatics Perspectives
CI4CC Cancer Informatics PerspectivesWarren Kibbe
 
Ronan Herlihy on Engaging Clinicians with data on their ordering practices
Ronan Herlihy on Engaging Clinicians with data on their ordering practicesRonan Herlihy on Engaging Clinicians with data on their ordering practices
Ronan Herlihy on Engaging Clinicians with data on their ordering practicesCirdan
 
Improving Study Start Up and Recruitment for a Drug-Device Clinical Trial Cas...
Improving Study Start Up and Recruitment for a Drug-Device Clinical Trial Cas...Improving Study Start Up and Recruitment for a Drug-Device Clinical Trial Cas...
Improving Study Start Up and Recruitment for a Drug-Device Clinical Trial Cas...Covance
 

Tendances (20)

Genomics-Based Medicine Coming into View
Genomics-Based Medicine Coming into ViewGenomics-Based Medicine Coming into View
Genomics-Based Medicine Coming into View
 
Derrick Crook (Public Health England) Shaping the public health and nhs inter...
Derrick Crook (Public Health England) Shaping the public health and nhs inter...Derrick Crook (Public Health England) Shaping the public health and nhs inter...
Derrick Crook (Public Health England) Shaping the public health and nhs inter...
 
Transforming the NHS through genomic and personalised medicine, pop up uni, 1...
Transforming the NHS through genomic and personalised medicine, pop up uni, 1...Transforming the NHS through genomic and personalised medicine, pop up uni, 1...
Transforming the NHS through genomic and personalised medicine, pop up uni, 1...
 
Prospective Biobanking Poster 09MAR12
Prospective Biobanking Poster 09MAR12Prospective Biobanking Poster 09MAR12
Prospective Biobanking Poster 09MAR12
 
Personalized Medicine: The Future is Almost Here
Personalized Medicine: The Future is Almost HerePersonalized Medicine: The Future is Almost Here
Personalized Medicine: The Future is Almost Here
 
Genomics, Personalized Medicine and Electronic Medical Records
Genomics, Personalized Medicine and Electronic Medical RecordsGenomics, Personalized Medicine and Electronic Medical Records
Genomics, Personalized Medicine and Electronic Medical Records
 
Wielding the Double-Edge Sword of Cardiac Biomarkers in Clinical Trials: A Di...
Wielding the Double-Edge Sword of Cardiac Biomarkers in Clinical Trials: A Di...Wielding the Double-Edge Sword of Cardiac Biomarkers in Clinical Trials: A Di...
Wielding the Double-Edge Sword of Cardiac Biomarkers in Clinical Trials: A Di...
 
Clinical Validation of Copy Number Variants Using the AMP Guidelines
Clinical Validation of Copy Number Variants Using the AMP GuidelinesClinical Validation of Copy Number Variants Using the AMP Guidelines
Clinical Validation of Copy Number Variants Using the AMP Guidelines
 
CCRCB cancer talk
CCRCB cancer talkCCRCB cancer talk
CCRCB cancer talk
 
Duke Industry Statistics Symposium - Real world evidence , EHRs and Cancer S...
Duke Industry Statistics Symposium -  Real world evidence , EHRs and Cancer S...Duke Industry Statistics Symposium -  Real world evidence , EHRs and Cancer S...
Duke Industry Statistics Symposium - Real world evidence , EHRs and Cancer S...
 
2016 ngs health_lecture
2016 ngs health_lecture2016 ngs health_lecture
2016 ngs health_lecture
 
Inflammatory Bowel Disease Drug Development Solutions
Inflammatory Bowel Disease Drug Development Solutions Inflammatory Bowel Disease Drug Development Solutions
Inflammatory Bowel Disease Drug Development Solutions
 
Getting Ahead of the Expanding Landscape: Radiopharmaceutical Dosimetry
Getting Ahead of the Expanding Landscape: Radiopharmaceutical DosimetryGetting Ahead of the Expanding Landscape: Radiopharmaceutical Dosimetry
Getting Ahead of the Expanding Landscape: Radiopharmaceutical Dosimetry
 
Frontiers of Predictive Oncology and Computing
Frontiers of Predictive Oncology and ComputingFrontiers of Predictive Oncology and Computing
Frontiers of Predictive Oncology and Computing
 
Pediatric x ray Hospitals Moving to Macrocyclic MR Contrast Agents
Pediatric x ray Hospitals Moving to Macrocyclic MR Contrast AgentsPediatric x ray Hospitals Moving to Macrocyclic MR Contrast Agents
Pediatric x ray Hospitals Moving to Macrocyclic MR Contrast Agents
 
QPS_EarlyStageClinical_serialCSFsampling
QPS_EarlyStageClinical_serialCSFsamplingQPS_EarlyStageClinical_serialCSFsampling
QPS_EarlyStageClinical_serialCSFsampling
 
CI4CC Cancer Informatics Perspectives
CI4CC Cancer Informatics PerspectivesCI4CC Cancer Informatics Perspectives
CI4CC Cancer Informatics Perspectives
 
Ronan Herlihy on Engaging Clinicians with data on their ordering practices
Ronan Herlihy on Engaging Clinicians with data on their ordering practicesRonan Herlihy on Engaging Clinicians with data on their ordering practices
Ronan Herlihy on Engaging Clinicians with data on their ordering practices
 
Big data sharing
Big data sharingBig data sharing
Big data sharing
 
Improving Study Start Up and Recruitment for a Drug-Device Clinical Trial Cas...
Improving Study Start Up and Recruitment for a Drug-Device Clinical Trial Cas...Improving Study Start Up and Recruitment for a Drug-Device Clinical Trial Cas...
Improving Study Start Up and Recruitment for a Drug-Device Clinical Trial Cas...
 

En vedette

Shelby's Community:Hospital
Shelby's Community:Hospital Shelby's Community:Hospital
Shelby's Community:Hospital ShelbyShelby
 
Medicare Incentive and Penalties: Critical Lessons Learned (Elizabeth Mort)
Medicare Incentive and Penalties: Critical Lessons Learned (Elizabeth Mort)Medicare Incentive and Penalties: Critical Lessons Learned (Elizabeth Mort)
Medicare Incentive and Penalties: Critical Lessons Learned (Elizabeth Mort)U.S. News Healthcare of Tomorrow
 
Keeping Community Hospitals Thriving and Independent
Keeping Community Hospitals Thriving and IndependentKeeping Community Hospitals Thriving and Independent
Keeping Community Hospitals Thriving and Independentathenahealth
 
On the Front Lines of Antimicrobial Stewardship (Marci Drees)
On the Front Lines of Antimicrobial Stewardship (Marci Drees)On the Front Lines of Antimicrobial Stewardship (Marci Drees)
On the Front Lines of Antimicrobial Stewardship (Marci Drees)U.S. News Healthcare of Tomorrow
 
Sanguine sales deck_2015_jg_updated
Sanguine sales deck_2015_jg_updatedSanguine sales deck_2015_jg_updated
Sanguine sales deck_2015_jg_updatedCarlynSanguine
 
Let's Talk Research Annual Conference - 24th-25th September 2014 (Jane Rogan)
Let's Talk Research Annual Conference - 24th-25th September 2014 (Jane Rogan)Let's Talk Research Annual Conference - 24th-25th September 2014 (Jane Rogan)
Let's Talk Research Annual Conference - 24th-25th September 2014 (Jane Rogan)NHSNWRD
 
What Is A Biobank Updated
What Is A Biobank UpdatedWhat Is A Biobank Updated
What Is A Biobank UpdatedBrad
 
The Community Hospital: A Lesson in Surviving and Thriving (Tom Sommers)
The Community Hospital: A Lesson in Surviving and Thriving (Tom Sommers)The Community Hospital: A Lesson in Surviving and Thriving (Tom Sommers)
The Community Hospital: A Lesson in Surviving and Thriving (Tom Sommers)U.S. News Healthcare of Tomorrow
 
Caroline Watkins
Caroline Watkins Caroline Watkins
Caroline Watkins NHSNWRD
 

En vedette (11)

Shelby's Community:Hospital
Shelby's Community:Hospital Shelby's Community:Hospital
Shelby's Community:Hospital
 
Medicare Incentive and Penalties: Critical Lessons Learned (Elizabeth Mort)
Medicare Incentive and Penalties: Critical Lessons Learned (Elizabeth Mort)Medicare Incentive and Penalties: Critical Lessons Learned (Elizabeth Mort)
Medicare Incentive and Penalties: Critical Lessons Learned (Elizabeth Mort)
 
Keeping Community Hospitals Thriving and Independent
Keeping Community Hospitals Thriving and IndependentKeeping Community Hospitals Thriving and Independent
Keeping Community Hospitals Thriving and Independent
 
Maria inês serra
Maria inês serraMaria inês serra
Maria inês serra
 
On the Front Lines of Antimicrobial Stewardship (Marci Drees)
On the Front Lines of Antimicrobial Stewardship (Marci Drees)On the Front Lines of Antimicrobial Stewardship (Marci Drees)
On the Front Lines of Antimicrobial Stewardship (Marci Drees)
 
Sanguine sales deck_2015_jg_updated
Sanguine sales deck_2015_jg_updatedSanguine sales deck_2015_jg_updated
Sanguine sales deck_2015_jg_updated
 
Let's Talk Research Annual Conference - 24th-25th September 2014 (Jane Rogan)
Let's Talk Research Annual Conference - 24th-25th September 2014 (Jane Rogan)Let's Talk Research Annual Conference - 24th-25th September 2014 (Jane Rogan)
Let's Talk Research Annual Conference - 24th-25th September 2014 (Jane Rogan)
 
What Is A Biobank Updated
What Is A Biobank UpdatedWhat Is A Biobank Updated
What Is A Biobank Updated
 
Telemedicine Comes of Age (Gina Altieri)
Telemedicine Comes of Age (Gina Altieri)Telemedicine Comes of Age (Gina Altieri)
Telemedicine Comes of Age (Gina Altieri)
 
The Community Hospital: A Lesson in Surviving and Thriving (Tom Sommers)
The Community Hospital: A Lesson in Surviving and Thriving (Tom Sommers)The Community Hospital: A Lesson in Surviving and Thriving (Tom Sommers)
The Community Hospital: A Lesson in Surviving and Thriving (Tom Sommers)
 
Caroline Watkins
Caroline Watkins Caroline Watkins
Caroline Watkins
 

Similaire à 2013-07-17: Incorporating Personalized Medicine in Community Hospital Systems

From Clinical Decision Support to Precision Medicine
From Clinical Decision Support to Precision MedicineFrom Clinical Decision Support to Precision Medicine
From Clinical Decision Support to Precision MedicineKent State University
 
UCSF Informatics Day 2014 - Robert Nussbaum, "The Genomic Medicine Initiative...
UCSF Informatics Day 2014 - Robert Nussbaum, "The Genomic Medicine Initiative...UCSF Informatics Day 2014 - Robert Nussbaum, "The Genomic Medicine Initiative...
UCSF Informatics Day 2014 - Robert Nussbaum, "The Genomic Medicine Initiative...CTSI at UCSF
 
A Vision for a Cancer Research Knowledge System
A Vision for a Cancer Research Knowledge SystemA Vision for a Cancer Research Knowledge System
A Vision for a Cancer Research Knowledge SystemWarren Kibbe
 
Solving the operational challenges of oncology clinical trials
Solving the operational challenges of oncology clinical trialsSolving the operational challenges of oncology clinical trials
Solving the operational challenges of oncology clinical trialsRoberto Lara
 
Corporate Brochure (WEB)
Corporate Brochure (WEB)Corporate Brochure (WEB)
Corporate Brochure (WEB)Thomas Poirier
 
Vince & Associates Brochure
Vince & Associates BrochureVince & Associates Brochure
Vince & Associates BrochureSarah Stapleton
 
Personalized medicine tools for clinical trials - Kuchinke
Personalized medicine tools for clinical trials - KuchinkePersonalized medicine tools for clinical trials - Kuchinke
Personalized medicine tools for clinical trials - KuchinkeWolfgang Kuchinke
 
Personalized medicine tools for clinical trials - kuchinke
Personalized medicine tools for clinical trials - kuchinkePersonalized medicine tools for clinical trials - kuchinke
Personalized medicine tools for clinical trials - kuchinkeWolfgang Kuchinke
 
Health Datapalooza 2013: Illuminating Disease at the Speed of Light - Michael...
Health Datapalooza 2013: Illuminating Disease at the Speed of Light - Michael...Health Datapalooza 2013: Illuminating Disease at the Speed of Light - Michael...
Health Datapalooza 2013: Illuminating Disease at the Speed of Light - Michael...Health Data Consortium
 
2020-03-08 Atul Butte's keynote for the AMIA Virtual Informatics Summit
2020-03-08 Atul Butte's keynote for the AMIA Virtual Informatics Summit 2020-03-08 Atul Butte's keynote for the AMIA Virtual Informatics Summit
2020-03-08 Atul Butte's keynote for the AMIA Virtual Informatics Summit University of California, San Francisco
 
CLinical Research Office at Ponce Health Sciences Foundation/Ponce Research I...
CLinical Research Office at Ponce Health Sciences Foundation/Ponce Research I...CLinical Research Office at Ponce Health Sciences Foundation/Ponce Research I...
CLinical Research Office at Ponce Health Sciences Foundation/Ponce Research I...Dr. Roberto Torres
 
Pharmacokinetic Studies in Patients
Pharmacokinetic Studies in PatientsPharmacokinetic Studies in Patients
Pharmacokinetic Studies in PatientsQPS Holdings, LLC
 
Biobanking for better research and healthcare
Biobanking for better research and healthcareBiobanking for better research and healthcare
Biobanking for better research and healthcaretbrc
 
The Future of Personalized Medicine
The Future of Personalized MedicineThe Future of Personalized Medicine
The Future of Personalized MedicineEdgewater
 

Similaire à 2013-07-17: Incorporating Personalized Medicine in Community Hospital Systems (20)

From Clinical Decision Support to Precision Medicine
From Clinical Decision Support to Precision MedicineFrom Clinical Decision Support to Precision Medicine
From Clinical Decision Support to Precision Medicine
 
UCSF Informatics Day 2014 - Robert Nussbaum, "The Genomic Medicine Initiative...
UCSF Informatics Day 2014 - Robert Nussbaum, "The Genomic Medicine Initiative...UCSF Informatics Day 2014 - Robert Nussbaum, "The Genomic Medicine Initiative...
UCSF Informatics Day 2014 - Robert Nussbaum, "The Genomic Medicine Initiative...
 
Dalton
DaltonDalton
Dalton
 
Dalton presentation
Dalton presentationDalton presentation
Dalton presentation
 
PCORI: Engaging Patients in Clinical Trials & Outcomes Research
PCORI: Engaging Patients in Clinical Trials & Outcomes ResearchPCORI: Engaging Patients in Clinical Trials & Outcomes Research
PCORI: Engaging Patients in Clinical Trials & Outcomes Research
 
Corporate Brochure (WEB)
Corporate Brochure (WEB)Corporate Brochure (WEB)
Corporate Brochure (WEB)
 
A Vision for a Cancer Research Knowledge System
A Vision for a Cancer Research Knowledge SystemA Vision for a Cancer Research Knowledge System
A Vision for a Cancer Research Knowledge System
 
Solving the operational challenges of oncology clinical trials
Solving the operational challenges of oncology clinical trialsSolving the operational challenges of oncology clinical trials
Solving the operational challenges of oncology clinical trials
 
Corporate Brochure (WEB)
Corporate Brochure (WEB)Corporate Brochure (WEB)
Corporate Brochure (WEB)
 
Vince & Associates Brochure
Vince & Associates BrochureVince & Associates Brochure
Vince & Associates Brochure
 
Building a National Data Infrastructure to Advance Patient-Centered Comparati...
Building a National Data Infrastructure to Advance Patient-Centered Comparati...Building a National Data Infrastructure to Advance Patient-Centered Comparati...
Building a National Data Infrastructure to Advance Patient-Centered Comparati...
 
Personalized medicine tools for clinical trials - Kuchinke
Personalized medicine tools for clinical trials - KuchinkePersonalized medicine tools for clinical trials - Kuchinke
Personalized medicine tools for clinical trials - Kuchinke
 
Personalized medicine tools for clinical trials - kuchinke
Personalized medicine tools for clinical trials - kuchinkePersonalized medicine tools for clinical trials - kuchinke
Personalized medicine tools for clinical trials - kuchinke
 
Health Datapalooza 2013: Illuminating Disease at the Speed of Light - Michael...
Health Datapalooza 2013: Illuminating Disease at the Speed of Light - Michael...Health Datapalooza 2013: Illuminating Disease at the Speed of Light - Michael...
Health Datapalooza 2013: Illuminating Disease at the Speed of Light - Michael...
 
Webinar: Turning Molecules into Medicines
Webinar: Turning Molecules into MedicinesWebinar: Turning Molecules into Medicines
Webinar: Turning Molecules into Medicines
 
2020-03-08 Atul Butte's keynote for the AMIA Virtual Informatics Summit
2020-03-08 Atul Butte's keynote for the AMIA Virtual Informatics Summit 2020-03-08 Atul Butte's keynote for the AMIA Virtual Informatics Summit
2020-03-08 Atul Butte's keynote for the AMIA Virtual Informatics Summit
 
CLinical Research Office at Ponce Health Sciences Foundation/Ponce Research I...
CLinical Research Office at Ponce Health Sciences Foundation/Ponce Research I...CLinical Research Office at Ponce Health Sciences Foundation/Ponce Research I...
CLinical Research Office at Ponce Health Sciences Foundation/Ponce Research I...
 
Pharmacokinetic Studies in Patients
Pharmacokinetic Studies in PatientsPharmacokinetic Studies in Patients
Pharmacokinetic Studies in Patients
 
Biobanking for better research and healthcare
Biobanking for better research and healthcareBiobanking for better research and healthcare
Biobanking for better research and healthcare
 
The Future of Personalized Medicine
The Future of Personalized MedicineThe Future of Personalized Medicine
The Future of Personalized Medicine
 

Plus de Baltimore Lean Startup

2013-09-24: Media Industry In The Digital Age
2013-09-24: Media Industry In The Digital Age2013-09-24: Media Industry In The Digital Age
2013-09-24: Media Industry In The Digital AgeBaltimore Lean Startup
 
2013-07-17: MedStar Health & Innovation
2013-07-17: MedStar Health & Innovation2013-07-17: MedStar Health & Innovation
2013-07-17: MedStar Health & InnovationBaltimore Lean Startup
 
2013-06-26: Two Approaches To Product Development For Lean Startups
2013-06-26: Two Approaches To Product Development For Lean Startups2013-06-26: Two Approaches To Product Development For Lean Startups
2013-06-26: Two Approaches To Product Development For Lean StartupsBaltimore Lean Startup
 
2013-04-17: The Promise, Current State, And Future of Personalized Medicine
2013-04-17: The Promise, Current State, And Future of Personalized Medicine2013-04-17: The Promise, Current State, And Future of Personalized Medicine
2013-04-17: The Promise, Current State, And Future of Personalized MedicineBaltimore Lean Startup
 
2013-04-17: Reactive vs. Proactive Innovation
2013-04-17: Reactive vs. Proactive Innovation2013-04-17: Reactive vs. Proactive Innovation
2013-04-17: Reactive vs. Proactive InnovationBaltimore Lean Startup
 
2013-04-17: Enterprise vs. Lean Startup - Lessons from the Battlefield
2013-04-17: Enterprise vs. Lean Startup - Lessons from the Battlefield2013-04-17: Enterprise vs. Lean Startup - Lessons from the Battlefield
2013-04-17: Enterprise vs. Lean Startup - Lessons from the BattlefieldBaltimore Lean Startup
 
2013-03-11: Leveraging social media to recruit
2013-03-11: Leveraging social media to recruit2013-03-11: Leveraging social media to recruit
2013-03-11: Leveraging social media to recruitBaltimore Lean Startup
 
2012-11-26: Usability Testing As Validation
2012-11-26: Usability Testing As Validation2012-11-26: Usability Testing As Validation
2012-11-26: Usability Testing As ValidationBaltimore Lean Startup
 
2012-09-24 Workshop: Wireframe mockups
2012-09-24 Workshop: Wireframe mockups2012-09-24 Workshop: Wireframe mockups
2012-09-24 Workshop: Wireframe mockupsBaltimore Lean Startup
 
2012-07-24: Object Lab @ Towson University
2012-07-24: Object Lab @ Towson University2012-07-24: Object Lab @ Towson University
2012-07-24: Object Lab @ Towson UniversityBaltimore Lean Startup
 

Plus de Baltimore Lean Startup (20)

2013-09-24: Online Marketing
2013-09-24: Online Marketing2013-09-24: Online Marketing
2013-09-24: Online Marketing
 
2013-09-24: Media Industry In The Digital Age
2013-09-24: Media Industry In The Digital Age2013-09-24: Media Industry In The Digital Age
2013-09-24: Media Industry In The Digital Age
 
2013-07-17: MedStar Health & Innovation
2013-07-17: MedStar Health & Innovation2013-07-17: MedStar Health & Innovation
2013-07-17: MedStar Health & Innovation
 
2013-06-26: Two Approaches To Product Development For Lean Startups
2013-06-26: Two Approaches To Product Development For Lean Startups2013-06-26: Two Approaches To Product Development For Lean Startups
2013-06-26: Two Approaches To Product Development For Lean Startups
 
2013-06-26: Meet The Blinky Tape
2013-06-26: Meet The Blinky Tape2013-06-26: Meet The Blinky Tape
2013-06-26: Meet The Blinky Tape
 
2013-04-17: The Promise, Current State, And Future of Personalized Medicine
2013-04-17: The Promise, Current State, And Future of Personalized Medicine2013-04-17: The Promise, Current State, And Future of Personalized Medicine
2013-04-17: The Promise, Current State, And Future of Personalized Medicine
 
2013-04-17: Reactive vs. Proactive Innovation
2013-04-17: Reactive vs. Proactive Innovation2013-04-17: Reactive vs. Proactive Innovation
2013-04-17: Reactive vs. Proactive Innovation
 
2013-04-17: Enterprise vs. Lean Startup - Lessons from the Battlefield
2013-04-17: Enterprise vs. Lean Startup - Lessons from the Battlefield2013-04-17: Enterprise vs. Lean Startup - Lessons from the Battlefield
2013-04-17: Enterprise vs. Lean Startup - Lessons from the Battlefield
 
2013-03-11: Leveraging social media to recruit
2013-03-11: Leveraging social media to recruit2013-03-11: Leveraging social media to recruit
2013-03-11: Leveraging social media to recruit
 
2012-11-26: Usability Testing As Validation
2012-11-26: Usability Testing As Validation2012-11-26: Usability Testing As Validation
2012-11-26: Usability Testing As Validation
 
2012-11-26: User Experience Strategy
2012-11-26: User Experience Strategy2012-11-26: User Experience Strategy
2012-11-26: User Experience Strategy
 
2012-11-26: It’s Design Time, Baby!
2012-11-26: It’s Design Time, Baby!2012-11-26: It’s Design Time, Baby!
2012-11-26: It’s Design Time, Baby!
 
2012-11-13: ToolLibrary pitch
2012-11-13:  ToolLibrary pitch2012-11-13:  ToolLibrary pitch
2012-11-13: ToolLibrary pitch
 
2012-11-13: Cognoto pitch
2012-11-13: Cognoto pitch2012-11-13: Cognoto pitch
2012-11-13: Cognoto pitch
 
2012-11-13: RosterBuddy pitch
2012-11-13: RosterBuddy pitch2012-11-13: RosterBuddy pitch
2012-11-13: RosterBuddy pitch
 
2012-09-24 Workshop: Wireframe mockups
2012-09-24 Workshop: Wireframe mockups2012-09-24 Workshop: Wireframe mockups
2012-09-24 Workshop: Wireframe mockups
 
2012-09-19: TeamGantt
2012-09-19: TeamGantt2012-09-19: TeamGantt
2012-09-19: TeamGantt
 
2012-08-21: Sheridan Technology Labs
2012-08-21: Sheridan Technology Labs2012-08-21: Sheridan Technology Labs
2012-08-21: Sheridan Technology Labs
 
2012-07-24: Object Lab @ Towson University
2012-07-24: Object Lab @ Towson University2012-07-24: Object Lab @ Towson University
2012-07-24: Object Lab @ Towson University
 
2012-07-24: Accessibility On The Web
2012-07-24: Accessibility On The Web2012-07-24: Accessibility On The Web
2012-07-24: Accessibility On The Web
 

Dernier

The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...chandars293
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋TANUJA PANDEY
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Call Girls in Nagpur High Profile
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...narwatsonia7
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...perfect solution
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...Taniya Sharma
 
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 ...aartirawatdelhi
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 

Dernier (20)

The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
 
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 ...
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
 

2013-07-17: Incorporating Personalized Medicine in Community Hospital Systems

  • 1. Incorporating Personalized Medicine in Community Hospital Systems Catholic Health Initiatives’ Center for Translational Research July 17, 2013
  • 2. CHI: 5th Largest Hospital Network in US Strength in Numbers §  5th largest US network §  86 acute care hospitals in 18 states §  40 LTC facilities §  85,000 employees §  2,900 physicians and midlevel providers §  Diverse markets with 90% ranked #1 or #2 §  $15B in assets, $12B in annual revenue §  FY 2012 – provided $715M+ in charity care
  • 3. Personalized Medicine §  What is it? §  Personalized medicine is the use of new methods of molecular analysis to better manage a patient’s disease or predisposition toward a disease… approaches may include genetic screening programs that more precisely diagnose diseases and their sub-types, or help physicians select the type and dose of medication best suited to a certain group of patients. – Personalized Medicine Coalition
  • 4. CHI Institute for Research Innovation Center  for  Clinical  Trials   -­‐  Clinical  Trial  recruitment  and   management  across  CHI   Center  for  Healthcare   Innova4on     (CHCI)   -­‐  Next  Gen  healthcare  delivery   -­‐ Mul-­‐center  Bio-­‐Repository  for  specimen  collecon  across  CHI  network   -­‐ CLIA  cerfied  laboratory  for  personalized  medicine   -­‐ Research  Laboratory  for  IP  generaon   Center  for   Transla4onal   Research  (CTR)   Biostascs/Data  Analycs   -­‐  Electronic  Medical  Record  links  
  • 5. Bio-Repository Network §  Responsible for scientific oversight of collection process and storage, project specifications §  Installation of full time employee at individual sites across the CHI §  Responsible for patient recruitment and sample processing/storage §  Uniform collection procedures §  Regulatory Guidance - WIRB protocol approval §  Dedicated staff to facilitate sample collection, storage and shipment §  Annotated biospecimens with clinical and longitudinal data (up to 10 years) §  Single software solution for: q  Chain of custody tracking from consent to storage q  Data capture from downstream molecular analyses q  Querying capabilities to define cohorts 5
  • 7. Cloud-based Informatics: Network Strength Data  Warehouse   CCR   CTR   Research  Data   Analysis  
  • 8. Physician Engagement §  CHI is a community based hospital system §  Physician engagement includes: q  education of local physicians in bio molecular assays, including next generation sequencing q  Partnership to investigate clinically relevant questions from inside the CHI system q  Proposed projects for grant/venture capital funding through a variety of mechanisms
  • 9. CHI Discovery Research Network CTR working with Physicians in their communities §  Hypothesis-driven Research §  Research Partnering §  Education Discovery   Research   Network   Biospecimen   Procurement   Program   Infrastructure   Support   IP  Generaon   Hypothesis   Development     Translaonal     Research     Laboratory   Specimen   and   Data  Access  
  • 10. Next Generation Sequencing (NGS) §  Current generation of technology allows for sequencing of the whole genome of a patient, or a patient tumor sample §  Derived from technology used to do the first human genome sequencing project §  That project took years, and millions of dollars §  Current turn around time is 6 to 8 weeks for an entire genome to be sequenced, turn around times continue to decrease as do costs
  • 11. Data Tsunami §  Data storage and subsequent analysis is rapidly becoming a bottleneck for most NGS labs §  Single gene sequencing produces files of 10’s to 100 KB in size §  Exome sequencing produces ~10 GB file size per run §  Full genome sequencing produces file sizes on the order of ~100 GB §  Accompanying data analysis is time consuming and requires specialized training and software
  • 12. Personalized Report §  Personalized report generated from the exome sequencing of our patient §  Can be tailored to individual physician preferences
  • 13. Clinical Trial #1 Eligibility
  • 15. Challenges for NGS §  Input requirements can be difficult to meet with FFPE, especially FNA §  Physicians leery of what information they will get, quantity of information a problem §  Clear, concise physician reports required §  Current turn around times too long for full exome sequencing, better for targeted
  • 16. Opportunities for NGS §  True implementation of personalized treatment based on biology not phenotype or even histology §  Preservation of precious tissue by integrating multiple tests into one assay §  Longitudinal examination of a patients primary, recurrence and resistant disease §  Becoming more necessary with additional targeted therapies and clinical trials
  • 17. Therapies targeting the EGFR pathway 17 EGFR = Epidermal Growth Factor Receptor Selected QIAGEN partners: therascreen KRAS test BKM120 Afatinib Zelboraf
  • 18. Patient Testing §  First available test at CTR, for KRAS, codon 12,13,61 §  Reporting clinical outcome for the use of EGFR inhibitors (panitumumab, cetuximab) §  Predominantly used for colorectal cancers as per guidelines (National Comprehensive Cancer Network) §  30-35% of patients have KRAS mutation, predictive for lack of response to EGFR targeting §  Cost of EGFR targeting: $30,000 for 8 weeks treatment §  FFPE samples, typically from FNA §  We also see lung cancer and metastatic samples