SlideShare a Scribd company logo
Analytical Evaluation Standards for NGS
Zivana Tezak, PhD
OIR/ CDRH/FDA
August 28, 2015
NIST, Gaithersburg, MD
Genome in a Bottle Consortium--
August 2015 Workshop
2
Disclaimer
• NGS is raising new policy / regulatory issues;
thoughts presented here are preliminary and do not
represent proposed or finalized FDA policy – these
are just preliminary ideas or approaches we are
considering
Background (“Vision”)
• February 2015 - “Optimizing FDA’s Regulatory
Oversight of Next Generation Sequencing Diagnostic
Tests” http://
www.fda.gov/MedicalDevices/NewsEvents/WorkshopsConferences/ucm427296
Precision Medicine Initiative - FDA
Vision: Implement new regulatory policies to promote
research and accelerate the translation of precision
medicine technologies into treatments that benefit
patients.
•Near Term: Implement standards and shared resources that
will enable the development of knowledge for research and
patient decision making
•Longer Term: Implement standards-based regulation of NGS
diagnostic tests that will ensure that the tests patients receive
provide accurate, reproducible, and meaningful results
3
FDA – Modernizing Regulation for NGS tests
Adopt a flexible, dynamic
regulatory system
(knowledgebase /
databases)Develop and
implement standards
to assure quality
Develop cloud-based
open-source tools
to help test
developers meet
standards
Analytical evaluation
Bioinformatics
Clinical significance
Build growing suite of standards
– Performance standard documents
e.g., ACMG, CLSI, NYS DOH, CAP
– Material standards
e.g., NIST/GIAB
5
General Overview / Framework
• Analytical: Performance Standards as a Regulatory Tool for
NGS Testing
– Analytical performance standard elements
– Uses / areas in need of separate analytical standards
– Overall architecture / workflow of clinical NGS test (from sample to
EHR)
– Example of a possible performance standard (single use)
– Existing guidelines and standards for NGS tests
– Stakeholder communities building some of the standards
– Cloud based, open source bioinformatics tools repository to facilitate
standard development
6
Performance standard elements
• Intended use of the test (e.g., carrier screening, diagnosis of
inherited disease, cancer risk prediction)
• Transparency
• Test description (methodology, instrumentation, reagents,
software, etc)
• Metrics (quality scores, read depth, sensitivity/specificity, etc)
– what to measure
• Protocols and studies to perform (specimen type, sample
numbers, comparator methods, etc) – approaches on how to
measure analytical performance
• Acceptance criteria, thresholds for measurements
• Performance data / result presentation
7
Major areas in need of separate standards
Initial assessments; will develop and change. Where to start?
– Targeted clinical assays
• Germline targeted assays
• Somatic targeted assays (cancer panels)
– Exome-based clinical assays (heritable, rare undiagnosed disease)
– WGS-based clinical assays
• For germline uses
• For somatic uses
– Method or analytic quality-based standards
• for methodology, that would include different classes of variants, genomic regions,
allele ratios, different technology
• for platform (use of standard materials, panels)
• for test building blocks (e.g., preanalytical, library, software, quality system
approach, etc)
– Run quality standards – including computational solutions (WGS only?)
– Terminology (language agreement and definitions)
– Agreement on appropriate comparators and “gold standards”
– Material standards, reference samples, disease-specific sample sets, and
controls
– Data formats and interchangeability / interoperability 8
Byintendeduse
Overall architecture of NGS test
• High-level NGS test steps, from patient sample through variant
call and interpretation:
– Preanalytical (from tissue -> DNA); includes specimen quality
assessment, DNA preparation, library preparation
– Sequencing (from DNA -> raw sequence data)
– Sequence bioinformatics (from raw sequence data -> VCF); includes
pipeline from aligning, filtering, read mapping, annotation,
contamination, through call determination
– Interpretation (including knowledgebases)
– Reporting
– EHR and archival
• Will differ for different platforms
• Overall standards architecture?
9
NGS Workflow Standards and Tools
Examples of Intended Uses
Hereditary
Diseases
(targeted
panels)
Hereditary
Diseases
(exomes)
Cancer panels Methodology
Preanalytical
Sequencing
Data Processing
(informatics)
Knowledgebase
(databases)
Interpretation
Reporting
NGS Workflow
Performance standard example
• Single use
• Possible analytical approach
• Heritable monogenic disorders
– Diagnosis
– Targeted panels
– Exomes?
• Additional examples -
– Special controls for NGS platform and autosomal recessive carrier
screening
11
Need flexibility for evolving technology and knowledge!
Existing standards and guidelines
• Currently existing or ongoing standard development, how they
correspond to FDA needs:
– Material standards – e.g., NIST, sample panels
– Methodological standards – e.g., NYSDOH, CAP, MolDx, GA4GH, Nex-
StoCT, ACMG, HGVS, CPIC, CLSI
• What can be used, for what purpose
• Identify gaps
• Questions:
– Who should fill identified gaps
– What is acceptable timeline?
• Need built-in flexibility
12
Stakeholder communities
• Stakeholders involved for each area
• Ways to work together
• Possible conveners
– SEQC Consortium
– NIST / GIAB Consortium
– CERSI
– CDC
– CLSI
– GA4GH
– others?
13
Bioinformatics - General Landscape
In the NGS-based assay space -
•Some labs offer the test by sequencing the samples but
outsourcing bioinformatics analysis to other companies
•Some labs require support from 3rd party companies to host
their bioinformatics pipeline, but the labs perform the analysis
•Some labs offer the test by sequencing the samples AND have
deep bioinformatics and analytic capability
A
B
C
4
FastQ
Community
NGS-Based Test Developers (large and small), NIST,
FDA Scientists, Standards Bodies, Academic Centers,
Patient-Facing Providers, Consortiums
Analysis
and Pipeline(s)
Security and Privacy
HIPAA/HITECH, CAP, ISO27001
Uniquely identified and immutable data
Version-controlled applications
Reference
Data
VCF
Quality
Threshold
Approve
Reject
precisionFDA
Courtesy of Taha Kass-Hout, FDA Chief Health Informatics Officer
Advancing the accuracy and
reproducibility of NGS
•Crowd-sourced, cloud-based
platform
•Will provide tools and open
access resources
•Will allow the community to test,
pilot, and validate approaches to
NGS
Community
Development and Use of Analytical Standards
• Current practices
• Technical knowledge
GA4GH
NIST
Others
FDA
Regulatory proposalCompanies
NGS labs
Stakeholder input
Discussion
paper
Public
workshop
Comment
analysis
Standards bodies
Professional
Societies
Success of Precision Medicine Requires:
• Safe and accurate diagnostic tests that reliably identify
individual variation
• Learning health systems that enable researchers and
clinicians to learn from and inform the patient experience
• Development of targeted therapies that are more
efficacious or have less deleterious side effects for specific
individuals
• Updated research and regulatory policies that catalyze the
development of new treatments while protecting patients

More Related Content

What's hot

How to conduct a systematic review
How to conduct a systematic reviewHow to conduct a systematic review
How to conduct a systematic review
DrNidhiPruthiShukla
 
Over view on systematic review
Over view on systematic review Over view on systematic review
Over view on systematic review
David Peter
 
Naveen_Pawar_Resume.doc
Naveen_Pawar_Resume.docNaveen_Pawar_Resume.doc
Naveen_Pawar_Resume.doc
Naveen Pawar
 
Steps For Designing And Development Of Protocol
Steps For Designing And Development Of ProtocolSteps For Designing And Development Of Protocol
Steps For Designing And Development Of Protocol
pviral24
 
Pr. Peivand Pirouzi - Lung or Lung and Heart Transplants - Clinical trial pro...
Pr. Peivand Pirouzi - Lung or Lung and Heart Transplants - Clinical trial pro...Pr. Peivand Pirouzi - Lung or Lung and Heart Transplants - Clinical trial pro...
Pr. Peivand Pirouzi - Lung or Lung and Heart Transplants - Clinical trial pro...
Pharmaceutical Compliance Inspection unit, Crown College of Canada
 
research question and designs
research question and designsresearch question and designs
research question and designs
Narayana Yaddanapudi
 
Clinical Trial Feasibility using Healthcare Data
Clinical Trial Feasibility using Healthcare DataClinical Trial Feasibility using Healthcare Data
Clinical Trial Feasibility using Healthcare Data
shc66columbia
 
GPC Treatment Switching in Oncology Trials Initiative Overview
GPC Treatment Switching in Oncology Trials Initiative OverviewGPC Treatment Switching in Oncology Trials Initiative Overview
GPC Treatment Switching in Oncology Trials Initiative Overview
Center for Medical Technology Policy
 
Cost-Effective Clinical Development with Strategic Clinical Innovation Organi...
Cost-Effective Clinical Development with Strategic Clinical Innovation Organi...Cost-Effective Clinical Development with Strategic Clinical Innovation Organi...
Cost-Effective Clinical Development with Strategic Clinical Innovation Organi...
BBCR Consulting
 
Multiplex
MultiplexMultiplex
Multiplex
satybodh tadsare
 
NIHR Complex Reviews Support Unit (CRSU) - An Introduction
NIHR Complex Reviews Support Unit (CRSU) - An IntroductionNIHR Complex Reviews Support Unit (CRSU) - An Introduction
NIHR Complex Reviews Support Unit (CRSU) - An Introduction
HEHTAslides
 
Analytical Methods for Systematic Review Support
Analytical Methods for Systematic Review SupportAnalytical Methods for Systematic Review Support
Analytical Methods for Systematic Review Support
Douglas Joubert
 
Incorporating systematic reviews into other systematic reviews: Can we save t...
Incorporating systematic reviews into other systematic reviews: Can we save t...Incorporating systematic reviews into other systematic reviews: Can we save t...
Incorporating systematic reviews into other systematic reviews: Can we save t...
Cochrane.Collaboration
 
Identifying High Performing Sites and Engaging Patients
Identifying High Performing Sites and Engaging PatientsIdentifying High Performing Sites and Engaging Patients
Identifying High Performing Sites and Engaging Patients
Medpace
 
Critical appraisal of research evidence: The CASP resources
Critical appraisal of research evidence: The CASP resourcesCritical appraisal of research evidence: The CASP resources
Critical appraisal of research evidence: The CASP resources
Yasser Sami Abdel Dayem Amer
 
Why Do We Need Clinical Trials?
Why Do We Need Clinical Trials?Why Do We Need Clinical Trials?
Why Do We Need Clinical Trials?
flasco_org
 
Spotlight Webinar: AMSTAR 2
Spotlight Webinar: AMSTAR 2Spotlight Webinar: AMSTAR 2
Don't just talk about patient centricity - put meaningful patient engagement ...
Don't just talk about patient centricity - put meaningful patient engagement ...Don't just talk about patient centricity - put meaningful patient engagement ...
Don't just talk about patient centricity - put meaningful patient engagement ...
jangeissler
 
Centralized vs. Onsite Monitoring
Centralized vs. Onsite MonitoringCentralized vs. Onsite Monitoring
Centralized vs. Onsite Monitoring
IMARC Research
 
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
Cirdan
 

What's hot (20)

How to conduct a systematic review
How to conduct a systematic reviewHow to conduct a systematic review
How to conduct a systematic review
 
Over view on systematic review
Over view on systematic review Over view on systematic review
Over view on systematic review
 
Naveen_Pawar_Resume.doc
Naveen_Pawar_Resume.docNaveen_Pawar_Resume.doc
Naveen_Pawar_Resume.doc
 
Steps For Designing And Development Of Protocol
Steps For Designing And Development Of ProtocolSteps For Designing And Development Of Protocol
Steps For Designing And Development Of Protocol
 
Pr. Peivand Pirouzi - Lung or Lung and Heart Transplants - Clinical trial pro...
Pr. Peivand Pirouzi - Lung or Lung and Heart Transplants - Clinical trial pro...Pr. Peivand Pirouzi - Lung or Lung and Heart Transplants - Clinical trial pro...
Pr. Peivand Pirouzi - Lung or Lung and Heart Transplants - Clinical trial pro...
 
research question and designs
research question and designsresearch question and designs
research question and designs
 
Clinical Trial Feasibility using Healthcare Data
Clinical Trial Feasibility using Healthcare DataClinical Trial Feasibility using Healthcare Data
Clinical Trial Feasibility using Healthcare Data
 
GPC Treatment Switching in Oncology Trials Initiative Overview
GPC Treatment Switching in Oncology Trials Initiative OverviewGPC Treatment Switching in Oncology Trials Initiative Overview
GPC Treatment Switching in Oncology Trials Initiative Overview
 
Cost-Effective Clinical Development with Strategic Clinical Innovation Organi...
Cost-Effective Clinical Development with Strategic Clinical Innovation Organi...Cost-Effective Clinical Development with Strategic Clinical Innovation Organi...
Cost-Effective Clinical Development with Strategic Clinical Innovation Organi...
 
Multiplex
MultiplexMultiplex
Multiplex
 
NIHR Complex Reviews Support Unit (CRSU) - An Introduction
NIHR Complex Reviews Support Unit (CRSU) - An IntroductionNIHR Complex Reviews Support Unit (CRSU) - An Introduction
NIHR Complex Reviews Support Unit (CRSU) - An Introduction
 
Analytical Methods for Systematic Review Support
Analytical Methods for Systematic Review SupportAnalytical Methods for Systematic Review Support
Analytical Methods for Systematic Review Support
 
Incorporating systematic reviews into other systematic reviews: Can we save t...
Incorporating systematic reviews into other systematic reviews: Can we save t...Incorporating systematic reviews into other systematic reviews: Can we save t...
Incorporating systematic reviews into other systematic reviews: Can we save t...
 
Identifying High Performing Sites and Engaging Patients
Identifying High Performing Sites and Engaging PatientsIdentifying High Performing Sites and Engaging Patients
Identifying High Performing Sites and Engaging Patients
 
Critical appraisal of research evidence: The CASP resources
Critical appraisal of research evidence: The CASP resourcesCritical appraisal of research evidence: The CASP resources
Critical appraisal of research evidence: The CASP resources
 
Why Do We Need Clinical Trials?
Why Do We Need Clinical Trials?Why Do We Need Clinical Trials?
Why Do We Need Clinical Trials?
 
Spotlight Webinar: AMSTAR 2
Spotlight Webinar: AMSTAR 2Spotlight Webinar: AMSTAR 2
Spotlight Webinar: AMSTAR 2
 
Don't just talk about patient centricity - put meaningful patient engagement ...
Don't just talk about patient centricity - put meaningful patient engagement ...Don't just talk about patient centricity - put meaningful patient engagement ...
Don't just talk about patient centricity - put meaningful patient engagement ...
 
Centralized vs. Onsite Monitoring
Centralized vs. Onsite MonitoringCentralized vs. Onsite Monitoring
Centralized vs. Onsite Monitoring
 
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
 

Viewers also liked

Instructor Guide_Strat Align For Measuring Perf_2015-08-26_V2
Instructor Guide_Strat Align For Measuring Perf_2015-08-26_V2Instructor Guide_Strat Align For Measuring Perf_2015-08-26_V2
Instructor Guide_Strat Align For Measuring Perf_2015-08-26_V2
Dr. Stephen Pick, PMP
 
Giab ashg webinar 160224
Giab ashg webinar 160224Giab ashg webinar 160224
Giab ashg webinar 160224
GenomeInABottle
 
2017 agbt benchmarking_poster
2017 agbt benchmarking_poster2017 agbt benchmarking_poster
2017 agbt benchmarking_poster
GenomeInABottle
 
Appraising and improving performance
Appraising and improving performanceAppraising and improving performance
Appraising and improving performance
Anshul Tripathi
 
Bioinformatics, Data Integration, and Data Representation Working Group Summa...
Bioinformatics, Data Integration, and Data Representation Working Group Summa...Bioinformatics, Data Integration, and Data Representation Working Group Summa...
Bioinformatics, Data Integration, and Data Representation Working Group Summa...
GenomeInABottle
 
170120 giab stanford genetics seminar
170120 giab stanford genetics seminar170120 giab stanford genetics seminar
170120 giab stanford genetics seminar
GenomeInABottle
 
Managing Performance Through Accountability Conversations
Managing Performance Through Accountability ConversationsManaging Performance Through Accountability Conversations
Managing Performance Through Accountability Conversations
HRTMS
 
161115 precision fda giab
161115 precision fda giab161115 precision fda giab
161115 precision fda giab
GenomeInABottle
 
GIAB-GRC workshop oct2015 giab introduction 151005
GIAB-GRC workshop oct2015 giab introduction 151005GIAB-GRC workshop oct2015 giab introduction 151005
GIAB-GRC workshop oct2015 giab introduction 151005
GenomeInABottle
 
AGBT2017 Reference Workshop: Lindsay
AGBT2017 Reference Workshop: LindsayAGBT2017 Reference Workshop: Lindsay
AGBT2017 Reference Workshop: Lindsay
Genome Reference Consortium
 
Content,performance standard
Content,performance standardContent,performance standard
Content,performance standard
marvz18
 
human_mutation_article
human_mutation_articlehuman_mutation_article
human_mutation_article
Neha Gupta
 
Giab aug2015 intro and update 150821.pptx
Giab aug2015 intro and update 150821.pptxGiab aug2015 intro and update 150821.pptx
Giab aug2015 intro and update 150821.pptx
GenomeInABottle
 
Manager Performance Management Training
Manager Performance Management TrainingManager Performance Management Training
Manager Performance Management Training
tracytpsu
 

Viewers also liked (14)

Instructor Guide_Strat Align For Measuring Perf_2015-08-26_V2
Instructor Guide_Strat Align For Measuring Perf_2015-08-26_V2Instructor Guide_Strat Align For Measuring Perf_2015-08-26_V2
Instructor Guide_Strat Align For Measuring Perf_2015-08-26_V2
 
Giab ashg webinar 160224
Giab ashg webinar 160224Giab ashg webinar 160224
Giab ashg webinar 160224
 
2017 agbt benchmarking_poster
2017 agbt benchmarking_poster2017 agbt benchmarking_poster
2017 agbt benchmarking_poster
 
Appraising and improving performance
Appraising and improving performanceAppraising and improving performance
Appraising and improving performance
 
Bioinformatics, Data Integration, and Data Representation Working Group Summa...
Bioinformatics, Data Integration, and Data Representation Working Group Summa...Bioinformatics, Data Integration, and Data Representation Working Group Summa...
Bioinformatics, Data Integration, and Data Representation Working Group Summa...
 
170120 giab stanford genetics seminar
170120 giab stanford genetics seminar170120 giab stanford genetics seminar
170120 giab stanford genetics seminar
 
Managing Performance Through Accountability Conversations
Managing Performance Through Accountability ConversationsManaging Performance Through Accountability Conversations
Managing Performance Through Accountability Conversations
 
161115 precision fda giab
161115 precision fda giab161115 precision fda giab
161115 precision fda giab
 
GIAB-GRC workshop oct2015 giab introduction 151005
GIAB-GRC workshop oct2015 giab introduction 151005GIAB-GRC workshop oct2015 giab introduction 151005
GIAB-GRC workshop oct2015 giab introduction 151005
 
AGBT2017 Reference Workshop: Lindsay
AGBT2017 Reference Workshop: LindsayAGBT2017 Reference Workshop: Lindsay
AGBT2017 Reference Workshop: Lindsay
 
Content,performance standard
Content,performance standardContent,performance standard
Content,performance standard
 
human_mutation_article
human_mutation_articlehuman_mutation_article
human_mutation_article
 
Giab aug2015 intro and update 150821.pptx
Giab aug2015 intro and update 150821.pptxGiab aug2015 intro and update 150821.pptx
Giab aug2015 intro and update 150821.pptx
 
Manager Performance Management Training
Manager Performance Management TrainingManager Performance Management Training
Manager Performance Management Training
 

Similar to Aug2015 zivana tezak analytical validation

Epoch Research Institute : Introduction to CR
Epoch Research Institute : Introduction to CREpoch Research Institute : Introduction to CR
Epoch Research Institute : Introduction to CR
Epoch Research Institute India Pvt. Ltd.
 
Cadth 2015 e4 adaptive design april 2015 final lourenco
Cadth 2015 e4 adaptive design april 2015 final lourencoCadth 2015 e4 adaptive design april 2015 final lourenco
Cadth 2015 e4 adaptive design april 2015 final lourenco
CADTH Symposium
 
Cadth 2015 e4 lourenco adaptive design april 2015 final
Cadth 2015 e4 lourenco   adaptive design april 2015 finalCadth 2015 e4 lourenco   adaptive design april 2015 final
Cadth 2015 e4 lourenco adaptive design april 2015 final
CADTH Symposium
 
Adaptive Study Designs
Adaptive Study DesignsAdaptive Study Designs
Adaptive Study Designs
Anirudha Potey
 
Clinical Practice Guidelines for Hematology-Oncology in King Saud University ...
Clinical Practice Guidelines for Hematology-Oncology in King Saud University ...Clinical Practice Guidelines for Hematology-Oncology in King Saud University ...
Clinical Practice Guidelines for Hematology-Oncology in King Saud University ...
Yasser Sami Abdel Dayem Amer
 
Presentation on theme: "GCP (GOOD CLINICAL PRACTISE)"
Presentation on theme: "GCP (GOOD CLINICAL PRACTISE)"Presentation on theme: "GCP (GOOD CLINICAL PRACTISE)"
Presentation on theme: "GCP (GOOD CLINICAL PRACTISE)"
Nevin Francis
 
Clinical documentation for medical devices
Clinical documentation for medical devices Clinical documentation for medical devices
Clinical documentation for medical devices
Arete-Zoe, LLC
 
FDA’s approach to regulation of in vitro diagnostic tests
FDA’s approach to regulation of in vitro diagnostic testsFDA’s approach to regulation of in vitro diagnostic tests
FDA’s approach to regulation of in vitro diagnostic tests
MaRS Discovery District
 
Drug trail in cardiology i.tammi raju
Drug trail in cardiology i.tammi rajuDrug trail in cardiology i.tammi raju
Drug trail in cardiology i.tammi raju
Tammiraju Iragavarapu
 
Hm 418 harris ch03 ppt
Hm 418 harris ch03 pptHm 418 harris ch03 ppt
Hm 418 harris ch03 ppt
BealCollegeOnline
 
Spirit 2013
Spirit 2013Spirit 2013
Spirit 2013
Pawin Numthavaj
 
Gcp,glp,gclp presentation
Gcp,glp,gclp presentationGcp,glp,gclp presentation
Gcp,glp,gclp presentation
Ssuna Bashir
 
resume-stael-dumesle - SD - update
resume-stael-dumesle - SD - updateresume-stael-dumesle - SD - update
resume-stael-dumesle - SD - update
Stael Dumesle
 
Study Design to Support Reimbursement
Study Design to Support ReimbursementStudy Design to Support Reimbursement
Study Design to Support Reimbursement
Lyssa Friedman
 
2014 agbt giab_progress update
2014 agbt giab_progress update2014 agbt giab_progress update
2014 agbt giab_progress update
GenomeInABottle
 
Review of literature - systematic review
Review of literature - systematic reviewReview of literature - systematic review
Review of literature - systematic review
Mr.Harshad Khade
 
Trends in clinical research and career gd 09_may20
Trends in clinical research and career gd 09_may20Trends in clinical research and career gd 09_may20
Trends in clinical research and career gd 09_may20
Dr. Ganesh Divekar
 
Preparation of protocol
Preparation of protocolPreparation of protocol
Preparation of protocol
RushikeshTidake
 
Demonstrating Clinical Utility
Demonstrating Clinical UtilityDemonstrating Clinical Utility
Demonstrating Clinical Utility
IMARC Research
 
Quality Assurance and Quality Control in Clinical Research.pptx
Quality Assurance and Quality Control in Clinical Research.pptxQuality Assurance and Quality Control in Clinical Research.pptx
Quality Assurance and Quality Control in Clinical Research.pptx
RDRaneemAlmutaire
 

Similar to Aug2015 zivana tezak analytical validation (20)

Epoch Research Institute : Introduction to CR
Epoch Research Institute : Introduction to CREpoch Research Institute : Introduction to CR
Epoch Research Institute : Introduction to CR
 
Cadth 2015 e4 adaptive design april 2015 final lourenco
Cadth 2015 e4 adaptive design april 2015 final lourencoCadth 2015 e4 adaptive design april 2015 final lourenco
Cadth 2015 e4 adaptive design april 2015 final lourenco
 
Cadth 2015 e4 lourenco adaptive design april 2015 final
Cadth 2015 e4 lourenco   adaptive design april 2015 finalCadth 2015 e4 lourenco   adaptive design april 2015 final
Cadth 2015 e4 lourenco adaptive design april 2015 final
 
Adaptive Study Designs
Adaptive Study DesignsAdaptive Study Designs
Adaptive Study Designs
 
Clinical Practice Guidelines for Hematology-Oncology in King Saud University ...
Clinical Practice Guidelines for Hematology-Oncology in King Saud University ...Clinical Practice Guidelines for Hematology-Oncology in King Saud University ...
Clinical Practice Guidelines for Hematology-Oncology in King Saud University ...
 
Presentation on theme: "GCP (GOOD CLINICAL PRACTISE)"
Presentation on theme: "GCP (GOOD CLINICAL PRACTISE)"Presentation on theme: "GCP (GOOD CLINICAL PRACTISE)"
Presentation on theme: "GCP (GOOD CLINICAL PRACTISE)"
 
Clinical documentation for medical devices
Clinical documentation for medical devices Clinical documentation for medical devices
Clinical documentation for medical devices
 
FDA’s approach to regulation of in vitro diagnostic tests
FDA’s approach to regulation of in vitro diagnostic testsFDA’s approach to regulation of in vitro diagnostic tests
FDA’s approach to regulation of in vitro diagnostic tests
 
Drug trail in cardiology i.tammi raju
Drug trail in cardiology i.tammi rajuDrug trail in cardiology i.tammi raju
Drug trail in cardiology i.tammi raju
 
Hm 418 harris ch03 ppt
Hm 418 harris ch03 pptHm 418 harris ch03 ppt
Hm 418 harris ch03 ppt
 
Spirit 2013
Spirit 2013Spirit 2013
Spirit 2013
 
Gcp,glp,gclp presentation
Gcp,glp,gclp presentationGcp,glp,gclp presentation
Gcp,glp,gclp presentation
 
resume-stael-dumesle - SD - update
resume-stael-dumesle - SD - updateresume-stael-dumesle - SD - update
resume-stael-dumesle - SD - update
 
Study Design to Support Reimbursement
Study Design to Support ReimbursementStudy Design to Support Reimbursement
Study Design to Support Reimbursement
 
2014 agbt giab_progress update
2014 agbt giab_progress update2014 agbt giab_progress update
2014 agbt giab_progress update
 
Review of literature - systematic review
Review of literature - systematic reviewReview of literature - systematic review
Review of literature - systematic review
 
Trends in clinical research and career gd 09_may20
Trends in clinical research and career gd 09_may20Trends in clinical research and career gd 09_may20
Trends in clinical research and career gd 09_may20
 
Preparation of protocol
Preparation of protocolPreparation of protocol
Preparation of protocol
 
Demonstrating Clinical Utility
Demonstrating Clinical UtilityDemonstrating Clinical Utility
Demonstrating Clinical Utility
 
Quality Assurance and Quality Control in Clinical Research.pptx
Quality Assurance and Quality Control in Clinical Research.pptxQuality Assurance and Quality Control in Clinical Research.pptx
Quality Assurance and Quality Control in Clinical Research.pptx
 

More from GenomeInABottle

2023 GIAB AMP Update
2023 GIAB AMP Update2023 GIAB AMP Update
2023 GIAB AMP Update
GenomeInABottle
 
GIAB Tumor Normal ASHG 2023
GIAB Tumor Normal ASHG 2023GIAB Tumor Normal ASHG 2023
GIAB Tumor Normal ASHG 2023
GenomeInABottle
 
Stratomod ASHG 2023
Stratomod ASHG 2023Stratomod ASHG 2023
Stratomod ASHG 2023
GenomeInABottle
 
GIAB_ASHG_JZook_2023.pdf
GIAB_ASHG_JZook_2023.pdfGIAB_ASHG_JZook_2023.pdf
GIAB_ASHG_JZook_2023.pdf
GenomeInABottle
 
Using accurate long reads to improve Genome in a Bottle Benchmarks 220923
Using accurate long reads to improve Genome in a Bottle Benchmarks 220923Using accurate long reads to improve Genome in a Bottle Benchmarks 220923
Using accurate long reads to improve Genome in a Bottle Benchmarks 220923
GenomeInABottle
 
Benchmarking with GIAB 220907
Benchmarking with GIAB 220907Benchmarking with GIAB 220907
Benchmarking with GIAB 220907
GenomeInABottle
 
Genome in a Bottle- reference materials to benchmark challenging variants and...
Genome in a Bottle- reference materials to benchmark challenging variants and...Genome in a Bottle- reference materials to benchmark challenging variants and...
Genome in a Bottle- reference materials to benchmark challenging variants and...
GenomeInABottle
 
GIAB Technical Germline Benchmark roadmap discussion
GIAB Technical Germline Benchmark roadmap discussionGIAB Technical Germline Benchmark roadmap discussion
GIAB Technical Germline Benchmark roadmap discussion
GenomeInABottle
 
GIAB Benchmarks for SVs and Repeats for stanford genetics sv 200511
GIAB Benchmarks for SVs and Repeats for stanford genetics sv 200511GIAB Benchmarks for SVs and Repeats for stanford genetics sv 200511
GIAB Benchmarks for SVs and Repeats for stanford genetics sv 200511
GenomeInABottle
 
Giab agbt small_var_2020
Giab agbt small_var_2020Giab agbt small_var_2020
Giab agbt small_var_2020
GenomeInABottle
 
GIAB for AMP GeT-RM Forum
GIAB for AMP GeT-RM ForumGIAB for AMP GeT-RM Forum
GIAB for AMP GeT-RM Forum
GenomeInABottle
 
Ga4gh 2019 - Assuring data quality with benchmarking tools from GIAB and GA4GH
Ga4gh 2019 - Assuring data quality with benchmarking tools from GIAB and GA4GHGa4gh 2019 - Assuring data quality with benchmarking tools from GIAB and GA4GH
Ga4gh 2019 - Assuring data quality with benchmarking tools from GIAB and GA4GH
GenomeInABottle
 
GIAB ASHG 2019 Structural Variant poster
GIAB ASHG 2019 Structural Variant posterGIAB ASHG 2019 Structural Variant poster
GIAB ASHG 2019 Structural Variant poster
GenomeInABottle
 
GIAB GRC Workshop ASHG 2019 Billy Rowell Evaluation of v4 with CCS GATK
GIAB GRC Workshop ASHG 2019 Billy Rowell Evaluation of v4 with CCS GATKGIAB GRC Workshop ASHG 2019 Billy Rowell Evaluation of v4 with CCS GATK
GIAB GRC Workshop ASHG 2019 Billy Rowell Evaluation of v4 with CCS GATK
GenomeInABottle
 
GIAB ASHG 2019 Small Variant poster
GIAB ASHG 2019 Small Variant posterGIAB ASHG 2019 Small Variant poster
GIAB ASHG 2019 Small Variant poster
GenomeInABottle
 
GRC GIAB Workshop ASHG 2019 Small Variant Benchmark
GRC GIAB Workshop ASHG 2019 Small Variant BenchmarkGRC GIAB Workshop ASHG 2019 Small Variant Benchmark
GRC GIAB Workshop ASHG 2019 Small Variant Benchmark
GenomeInABottle
 
Jason Chin MHC diploid assembly
Jason Chin MHC diploid assemblyJason Chin MHC diploid assembly
Jason Chin MHC diploid assembly
GenomeInABottle
 
GIAB update for GRC GIAB workshop 191015
GIAB update for GRC GIAB workshop 191015GIAB update for GRC GIAB workshop 191015
GIAB update for GRC GIAB workshop 191015
GenomeInABottle
 
Giab for jax long read 190917
Giab for jax long read 190917Giab for jax long read 190917
Giab for jax long read 190917
GenomeInABottle
 
Genome in a Bottle - Towards new benchmarks for the “dark matter” of the huma...
Genome in a Bottle - Towards new benchmarks for the “dark matter” of the huma...Genome in a Bottle - Towards new benchmarks for the “dark matter” of the huma...
Genome in a Bottle - Towards new benchmarks for the “dark matter” of the huma...
GenomeInABottle
 

More from GenomeInABottle (20)

2023 GIAB AMP Update
2023 GIAB AMP Update2023 GIAB AMP Update
2023 GIAB AMP Update
 
GIAB Tumor Normal ASHG 2023
GIAB Tumor Normal ASHG 2023GIAB Tumor Normal ASHG 2023
GIAB Tumor Normal ASHG 2023
 
Stratomod ASHG 2023
Stratomod ASHG 2023Stratomod ASHG 2023
Stratomod ASHG 2023
 
GIAB_ASHG_JZook_2023.pdf
GIAB_ASHG_JZook_2023.pdfGIAB_ASHG_JZook_2023.pdf
GIAB_ASHG_JZook_2023.pdf
 
Using accurate long reads to improve Genome in a Bottle Benchmarks 220923
Using accurate long reads to improve Genome in a Bottle Benchmarks 220923Using accurate long reads to improve Genome in a Bottle Benchmarks 220923
Using accurate long reads to improve Genome in a Bottle Benchmarks 220923
 
Benchmarking with GIAB 220907
Benchmarking with GIAB 220907Benchmarking with GIAB 220907
Benchmarking with GIAB 220907
 
Genome in a Bottle- reference materials to benchmark challenging variants and...
Genome in a Bottle- reference materials to benchmark challenging variants and...Genome in a Bottle- reference materials to benchmark challenging variants and...
Genome in a Bottle- reference materials to benchmark challenging variants and...
 
GIAB Technical Germline Benchmark roadmap discussion
GIAB Technical Germline Benchmark roadmap discussionGIAB Technical Germline Benchmark roadmap discussion
GIAB Technical Germline Benchmark roadmap discussion
 
GIAB Benchmarks for SVs and Repeats for stanford genetics sv 200511
GIAB Benchmarks for SVs and Repeats for stanford genetics sv 200511GIAB Benchmarks for SVs and Repeats for stanford genetics sv 200511
GIAB Benchmarks for SVs and Repeats for stanford genetics sv 200511
 
Giab agbt small_var_2020
Giab agbt small_var_2020Giab agbt small_var_2020
Giab agbt small_var_2020
 
GIAB for AMP GeT-RM Forum
GIAB for AMP GeT-RM ForumGIAB for AMP GeT-RM Forum
GIAB for AMP GeT-RM Forum
 
Ga4gh 2019 - Assuring data quality with benchmarking tools from GIAB and GA4GH
Ga4gh 2019 - Assuring data quality with benchmarking tools from GIAB and GA4GHGa4gh 2019 - Assuring data quality with benchmarking tools from GIAB and GA4GH
Ga4gh 2019 - Assuring data quality with benchmarking tools from GIAB and GA4GH
 
GIAB ASHG 2019 Structural Variant poster
GIAB ASHG 2019 Structural Variant posterGIAB ASHG 2019 Structural Variant poster
GIAB ASHG 2019 Structural Variant poster
 
GIAB GRC Workshop ASHG 2019 Billy Rowell Evaluation of v4 with CCS GATK
GIAB GRC Workshop ASHG 2019 Billy Rowell Evaluation of v4 with CCS GATKGIAB GRC Workshop ASHG 2019 Billy Rowell Evaluation of v4 with CCS GATK
GIAB GRC Workshop ASHG 2019 Billy Rowell Evaluation of v4 with CCS GATK
 
GIAB ASHG 2019 Small Variant poster
GIAB ASHG 2019 Small Variant posterGIAB ASHG 2019 Small Variant poster
GIAB ASHG 2019 Small Variant poster
 
GRC GIAB Workshop ASHG 2019 Small Variant Benchmark
GRC GIAB Workshop ASHG 2019 Small Variant BenchmarkGRC GIAB Workshop ASHG 2019 Small Variant Benchmark
GRC GIAB Workshop ASHG 2019 Small Variant Benchmark
 
Jason Chin MHC diploid assembly
Jason Chin MHC diploid assemblyJason Chin MHC diploid assembly
Jason Chin MHC diploid assembly
 
GIAB update for GRC GIAB workshop 191015
GIAB update for GRC GIAB workshop 191015GIAB update for GRC GIAB workshop 191015
GIAB update for GRC GIAB workshop 191015
 
Giab for jax long read 190917
Giab for jax long read 190917Giab for jax long read 190917
Giab for jax long read 190917
 
Genome in a Bottle - Towards new benchmarks for the “dark matter” of the huma...
Genome in a Bottle - Towards new benchmarks for the “dark matter” of the huma...Genome in a Bottle - Towards new benchmarks for the “dark matter” of the huma...
Genome in a Bottle - Towards new benchmarks for the “dark matter” of the huma...
 

Recently uploaded

Does Over-Masturbation Contribute to Chronic Prostatitis.pptx
Does Over-Masturbation Contribute to Chronic Prostatitis.pptxDoes Over-Masturbation Contribute to Chronic Prostatitis.pptx
Does Over-Masturbation Contribute to Chronic Prostatitis.pptx
walterHu5
 
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptxREGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
LaniyaNasrink
 
Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)
Josep Vidal-Alaball
 
Top Travel Vaccinations in Manchester
Top Travel Vaccinations in ManchesterTop Travel Vaccinations in Manchester
Top Travel Vaccinations in Manchester
NX Healthcare
 
Journal Article Review on Rasamanikya
Journal Article Review on RasamanikyaJournal Article Review on Rasamanikya
Journal Article Review on Rasamanikya
Dr. Jyothirmai Paindla
 
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdfCHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
rishi2789
 
Histopathology of Rheumatoid Arthritis: Visual treat
Histopathology of Rheumatoid Arthritis: Visual treatHistopathology of Rheumatoid Arthritis: Visual treat
Histopathology of Rheumatoid Arthritis: Visual treat
DIVYANSHU740006
 
Physical demands in sports - WCSPT Oslo 2024
Physical demands in sports - WCSPT Oslo 2024Physical demands in sports - WCSPT Oslo 2024
Physical demands in sports - WCSPT Oslo 2024
Torstein Dalen-Lorentsen
 
Identifying Major Symptoms of Slip Disc.
 Identifying Major Symptoms of Slip Disc. Identifying Major Symptoms of Slip Disc.
Identifying Major Symptoms of Slip Disc.
Gokuldas Hospital
 
All info about Diabetes and how to control it.
 All info about Diabetes and how to control it. All info about Diabetes and how to control it.
All info about Diabetes and how to control it.
Gokuldas Hospital
 
Adhd Medication Shortage Uk - trinexpharmacy.com
Adhd Medication Shortage Uk - trinexpharmacy.comAdhd Medication Shortage Uk - trinexpharmacy.com
Adhd Medication Shortage Uk - trinexpharmacy.com
reignlana06
 
Ketone bodies and metabolism-biochemistry
Ketone bodies and metabolism-biochemistryKetone bodies and metabolism-biochemistry
Ketone bodies and metabolism-biochemistry
Dhayanithi C
 
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdfCHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
rishi2789
 
Complementary feeding in infant IAP PROTOCOLS
Complementary feeding in infant IAP PROTOCOLSComplementary feeding in infant IAP PROTOCOLS
Complementary feeding in infant IAP PROTOCOLS
chiranthgowda16
 
Post-Menstrual Smell- When to Suspect Vaginitis.pptx
Post-Menstrual Smell- When to Suspect Vaginitis.pptxPost-Menstrual Smell- When to Suspect Vaginitis.pptx
Post-Menstrual Smell- When to Suspect Vaginitis.pptx
FFragrant
 
Ear and its clinical correlations By Dr. Rabia Inam Gandapore.pptx
Ear and its clinical correlations By Dr. Rabia Inam Gandapore.pptxEar and its clinical correlations By Dr. Rabia Inam Gandapore.pptx
Ear and its clinical correlations By Dr. Rabia Inam Gandapore.pptx
Dr. Rabia Inam Gandapore
 
The Nervous and Chemical Regulation of Respiration
The Nervous and Chemical Regulation of RespirationThe Nervous and Chemical Regulation of Respiration
The Nervous and Chemical Regulation of Respiration
MedicoseAcademics
 
Netter's Atlas of Human Anatomy 7.ed.pdf
Netter's Atlas of Human Anatomy 7.ed.pdfNetter's Atlas of Human Anatomy 7.ed.pdf
Netter's Atlas of Human Anatomy 7.ed.pdf
BrissaOrtiz3
 
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotesPromoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
PsychoTech Services
 
Tests for analysis of different pharmaceutical.pptx
Tests for analysis of different pharmaceutical.pptxTests for analysis of different pharmaceutical.pptx
Tests for analysis of different pharmaceutical.pptx
taiba qazi
 

Recently uploaded (20)

Does Over-Masturbation Contribute to Chronic Prostatitis.pptx
Does Over-Masturbation Contribute to Chronic Prostatitis.pptxDoes Over-Masturbation Contribute to Chronic Prostatitis.pptx
Does Over-Masturbation Contribute to Chronic Prostatitis.pptx
 
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptxREGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
 
Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)
 
Top Travel Vaccinations in Manchester
Top Travel Vaccinations in ManchesterTop Travel Vaccinations in Manchester
Top Travel Vaccinations in Manchester
 
Journal Article Review on Rasamanikya
Journal Article Review on RasamanikyaJournal Article Review on Rasamanikya
Journal Article Review on Rasamanikya
 
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdfCHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
 
Histopathology of Rheumatoid Arthritis: Visual treat
Histopathology of Rheumatoid Arthritis: Visual treatHistopathology of Rheumatoid Arthritis: Visual treat
Histopathology of Rheumatoid Arthritis: Visual treat
 
Physical demands in sports - WCSPT Oslo 2024
Physical demands in sports - WCSPT Oslo 2024Physical demands in sports - WCSPT Oslo 2024
Physical demands in sports - WCSPT Oslo 2024
 
Identifying Major Symptoms of Slip Disc.
 Identifying Major Symptoms of Slip Disc. Identifying Major Symptoms of Slip Disc.
Identifying Major Symptoms of Slip Disc.
 
All info about Diabetes and how to control it.
 All info about Diabetes and how to control it. All info about Diabetes and how to control it.
All info about Diabetes and how to control it.
 
Adhd Medication Shortage Uk - trinexpharmacy.com
Adhd Medication Shortage Uk - trinexpharmacy.comAdhd Medication Shortage Uk - trinexpharmacy.com
Adhd Medication Shortage Uk - trinexpharmacy.com
 
Ketone bodies and metabolism-biochemistry
Ketone bodies and metabolism-biochemistryKetone bodies and metabolism-biochemistry
Ketone bodies and metabolism-biochemistry
 
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdfCHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
 
Complementary feeding in infant IAP PROTOCOLS
Complementary feeding in infant IAP PROTOCOLSComplementary feeding in infant IAP PROTOCOLS
Complementary feeding in infant IAP PROTOCOLS
 
Post-Menstrual Smell- When to Suspect Vaginitis.pptx
Post-Menstrual Smell- When to Suspect Vaginitis.pptxPost-Menstrual Smell- When to Suspect Vaginitis.pptx
Post-Menstrual Smell- When to Suspect Vaginitis.pptx
 
Ear and its clinical correlations By Dr. Rabia Inam Gandapore.pptx
Ear and its clinical correlations By Dr. Rabia Inam Gandapore.pptxEar and its clinical correlations By Dr. Rabia Inam Gandapore.pptx
Ear and its clinical correlations By Dr. Rabia Inam Gandapore.pptx
 
The Nervous and Chemical Regulation of Respiration
The Nervous and Chemical Regulation of RespirationThe Nervous and Chemical Regulation of Respiration
The Nervous and Chemical Regulation of Respiration
 
Netter's Atlas of Human Anatomy 7.ed.pdf
Netter's Atlas of Human Anatomy 7.ed.pdfNetter's Atlas of Human Anatomy 7.ed.pdf
Netter's Atlas of Human Anatomy 7.ed.pdf
 
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotesPromoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
 
Tests for analysis of different pharmaceutical.pptx
Tests for analysis of different pharmaceutical.pptxTests for analysis of different pharmaceutical.pptx
Tests for analysis of different pharmaceutical.pptx
 

Aug2015 zivana tezak analytical validation

  • 1. Analytical Evaluation Standards for NGS Zivana Tezak, PhD OIR/ CDRH/FDA August 28, 2015 NIST, Gaithersburg, MD Genome in a Bottle Consortium-- August 2015 Workshop
  • 2. 2 Disclaimer • NGS is raising new policy / regulatory issues; thoughts presented here are preliminary and do not represent proposed or finalized FDA policy – these are just preliminary ideas or approaches we are considering Background (“Vision”) • February 2015 - “Optimizing FDA’s Regulatory Oversight of Next Generation Sequencing Diagnostic Tests” http:// www.fda.gov/MedicalDevices/NewsEvents/WorkshopsConferences/ucm427296
  • 3. Precision Medicine Initiative - FDA Vision: Implement new regulatory policies to promote research and accelerate the translation of precision medicine technologies into treatments that benefit patients. •Near Term: Implement standards and shared resources that will enable the development of knowledge for research and patient decision making •Longer Term: Implement standards-based regulation of NGS diagnostic tests that will ensure that the tests patients receive provide accurate, reproducible, and meaningful results 3
  • 4. FDA – Modernizing Regulation for NGS tests Adopt a flexible, dynamic regulatory system (knowledgebase / databases)Develop and implement standards to assure quality Develop cloud-based open-source tools to help test developers meet standards Analytical evaluation Bioinformatics Clinical significance
  • 5. Build growing suite of standards – Performance standard documents e.g., ACMG, CLSI, NYS DOH, CAP – Material standards e.g., NIST/GIAB 5
  • 6. General Overview / Framework • Analytical: Performance Standards as a Regulatory Tool for NGS Testing – Analytical performance standard elements – Uses / areas in need of separate analytical standards – Overall architecture / workflow of clinical NGS test (from sample to EHR) – Example of a possible performance standard (single use) – Existing guidelines and standards for NGS tests – Stakeholder communities building some of the standards – Cloud based, open source bioinformatics tools repository to facilitate standard development 6
  • 7. Performance standard elements • Intended use of the test (e.g., carrier screening, diagnosis of inherited disease, cancer risk prediction) • Transparency • Test description (methodology, instrumentation, reagents, software, etc) • Metrics (quality scores, read depth, sensitivity/specificity, etc) – what to measure • Protocols and studies to perform (specimen type, sample numbers, comparator methods, etc) – approaches on how to measure analytical performance • Acceptance criteria, thresholds for measurements • Performance data / result presentation 7
  • 8. Major areas in need of separate standards Initial assessments; will develop and change. Where to start? – Targeted clinical assays • Germline targeted assays • Somatic targeted assays (cancer panels) – Exome-based clinical assays (heritable, rare undiagnosed disease) – WGS-based clinical assays • For germline uses • For somatic uses – Method or analytic quality-based standards • for methodology, that would include different classes of variants, genomic regions, allele ratios, different technology • for platform (use of standard materials, panels) • for test building blocks (e.g., preanalytical, library, software, quality system approach, etc) – Run quality standards – including computational solutions (WGS only?) – Terminology (language agreement and definitions) – Agreement on appropriate comparators and “gold standards” – Material standards, reference samples, disease-specific sample sets, and controls – Data formats and interchangeability / interoperability 8 Byintendeduse
  • 9. Overall architecture of NGS test • High-level NGS test steps, from patient sample through variant call and interpretation: – Preanalytical (from tissue -> DNA); includes specimen quality assessment, DNA preparation, library preparation – Sequencing (from DNA -> raw sequence data) – Sequence bioinformatics (from raw sequence data -> VCF); includes pipeline from aligning, filtering, read mapping, annotation, contamination, through call determination – Interpretation (including knowledgebases) – Reporting – EHR and archival • Will differ for different platforms • Overall standards architecture? 9
  • 10. NGS Workflow Standards and Tools Examples of Intended Uses Hereditary Diseases (targeted panels) Hereditary Diseases (exomes) Cancer panels Methodology Preanalytical Sequencing Data Processing (informatics) Knowledgebase (databases) Interpretation Reporting NGS Workflow
  • 11. Performance standard example • Single use • Possible analytical approach • Heritable monogenic disorders – Diagnosis – Targeted panels – Exomes? • Additional examples - – Special controls for NGS platform and autosomal recessive carrier screening 11 Need flexibility for evolving technology and knowledge!
  • 12. Existing standards and guidelines • Currently existing or ongoing standard development, how they correspond to FDA needs: – Material standards – e.g., NIST, sample panels – Methodological standards – e.g., NYSDOH, CAP, MolDx, GA4GH, Nex- StoCT, ACMG, HGVS, CPIC, CLSI • What can be used, for what purpose • Identify gaps • Questions: – Who should fill identified gaps – What is acceptable timeline? • Need built-in flexibility 12
  • 13. Stakeholder communities • Stakeholders involved for each area • Ways to work together • Possible conveners – SEQC Consortium – NIST / GIAB Consortium – CERSI – CDC – CLSI – GA4GH – others? 13
  • 14. Bioinformatics - General Landscape In the NGS-based assay space - •Some labs offer the test by sequencing the samples but outsourcing bioinformatics analysis to other companies •Some labs require support from 3rd party companies to host their bioinformatics pipeline, but the labs perform the analysis •Some labs offer the test by sequencing the samples AND have deep bioinformatics and analytic capability A B C 4
  • 15. FastQ Community NGS-Based Test Developers (large and small), NIST, FDA Scientists, Standards Bodies, Academic Centers, Patient-Facing Providers, Consortiums Analysis and Pipeline(s) Security and Privacy HIPAA/HITECH, CAP, ISO27001 Uniquely identified and immutable data Version-controlled applications Reference Data VCF Quality Threshold Approve Reject precisionFDA Courtesy of Taha Kass-Hout, FDA Chief Health Informatics Officer Advancing the accuracy and reproducibility of NGS •Crowd-sourced, cloud-based platform •Will provide tools and open access resources •Will allow the community to test, pilot, and validate approaches to NGS
  • 16. Community Development and Use of Analytical Standards • Current practices • Technical knowledge GA4GH NIST Others FDA Regulatory proposalCompanies NGS labs Stakeholder input Discussion paper Public workshop Comment analysis Standards bodies Professional Societies
  • 17. Success of Precision Medicine Requires: • Safe and accurate diagnostic tests that reliably identify individual variation • Learning health systems that enable researchers and clinicians to learn from and inform the patient experience • Development of targeted therapies that are more efficacious or have less deleterious side effects for specific individuals • Updated research and regulatory policies that catalyze the development of new treatments while protecting patients