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The use of WGS data for surveillance
systems: the Canadian experience
Gary Van Domselaar
Chief, Bioinformatics
National Microbiology Lab
Public Health Agency of Canada
11 May 2016
The NML’s Current Enteric Disease Surveillance Program
2
NATIONAL MICROBIOLOGY LABORATORY
PROVINCIAL PUBLIC
HEALTH LABORATORIES
CLINICAL ISOLATES
SENTINEL SURVEILLANCE
(FoodNet Canada)
CLINICAL, FOOD,
ENVIRONMENTAL
CANADIAN FOOD
INSPECTION AGENCY
(Regulatory)
FOOD ISOLATES
LISTERIA - E. COLI O157:H7 - SALMONELLA - SHIGELLA
PFGE/MLVA
PUBLIC HEALTH ACTION
Early Work in WGS for Outbreak Investigation: Listeria 2008
3
Early Work in WGS for Outbreak Investigation: Haiti Cholera Outbreak 2010 -
4
GRDI Shared Priority Project on Food and Water Safety 2012
5
6
PulseNet Genomic Epidemiology Roadmap
PulseNet Canada
Genomic
Epidemiology
Roadmap
Aleisha Reimer with contributions from Drs Celine
Nadon, Morag Graham, and PulseNet Canada
members
October 16, 2013
Based on existing
PulseNet model
De-centralized
sequencing and
analysis
Parallel, centralized
storage & analysis of
national data sets
Continued NML
support in reference
testing, training,
certification &
proficiency
Continued method
development,
refinement, and KT
Implementation Plan
7
Implementation
Retrospective
Study
Prospective Study
Surveillance Outbreak
Response
Baseline Data
8
Pilot Projects: Retrospective and Prospective Studies
9
Overview of Retro1000 Project
DELIVERABLES
1. Expanded and accessible national database of draft genomes
2. Standardized/harmonized procedures for sample prep, sequencing, bioinformatics analysis, and quality
control – including interlaboratory validation
3. Interpretation criteria and/or elements for proper use of WGS data for public health
4. Quarterly and final reports
Select isolates
for sequencing
(n=1000 each)
NGS (Illumina
MiSeq)
Analysis
(SNVPhyl and
wgMLST)
Conclusions and
Reporting
APPROACH
Inter-laboratory
comparisons
Procedures,
criteria,
recommendations
Organisms selected by
PNC Steering
Committee
# isolates already
Sequenced
Listeria monocytogenes 400
E. coli O157 530
S. Enteritidis 21
S. Typhimurium 0
S. Heidelberg 66
S. Thompson 429
Overview of Retro1000 Project
Real-time Investigations Supported by WGS, PulseNet Canada 2014
11
Organism Case or Outbreak Details
(putative/confirmed vehicle)
L. monocytogenes Collaboration with USA (lettuce product)
L. monocytogenes Collaboration with USA (RTE meat
product)
Salmonella
Thompson
National laboratory investigation to
support outbreak response in a single
province – see sidebar (potential
chicken products)
E. coli O157:H7 Large outbreak in a single province
(pork products)
L. monocytogenes Ongoing cluster of common PFGE
pattern
L. monocytogenes Collaboration with USA (caramel
apples)
S. Enteritidis Collaboration with USA (bean sprouts)
National
Public Health Agency
Provincial
Public Health Agency
Academic/Public
Partnership among provincial public health agencies, national public health agencies and
academic institutes to bridge the gaps between advancements in genomic epidemiology
and real-life and real-time use cases in public health agencies
- Project Team has direct access to state of the art researches in academia
- Project Team is directly embedded in user organization
IRIDA Design
• Carefully designed and engineered software platform is
just the starting point… User
Interface
Security
File system
Metadata
Storage
Application
logic
REST API
Workflow Execution Manager
Continuous Integration Documentation
Canada’s Byzantine Public Health System
Source: M. Taylor, BCCDC
Provincial public
health dept.
National laboratory
Local public
health dept.
Provincial
laboratory
Cases
Physicians Frontline lab
Information
BioinformaticsandAnalyticalCapacities
Local Storage
Remote APIs
IRIDA’s Federated Design
List Samples
15
Application Ontology Controls Metadata
Build On, Work With:
OBI
TypON
NGSOnto
NIAID-GSC-BRC core metadata
MIxS Ontology
NCBI Biosample etc
TRANS – Pathogen Transmission
EPO
Exposure Ontology
Infectious Disease Ontology
CARD, ARO for AMR
USDA Nutrient DB
EFSA Comp. Food Consump. DB
Example gaps to be filled:
Expand food ontology; expand
CARD AMR data with others.
Analytical
Tool
Quality Control Module
Quality
Metrics
Quality
Control
IRIDA’S QA/QC Model
IRIDA Workflows: Portable and Transparent
Pipelines
• Use Galaxy as workflow engine – large
community support
• Retools to address usability, security, and
other limitations
• Version Controlled Pipeline Templates
• Input files, parameters, and workflow are
sent to IRIDA-specific Galaxy for execution
• Results and provenance information are
copied from Galaxy
1. Input
files sent to
Galaxy
3. Results
downloaded
from Galaxy
IRIDA UI/DB
Galaxy
Assembly Tools
Variant Calling Tools
…
REST API
Shared File System
Worker Worker
2. Tools executed
on Galaxy workers
19
IRIDA Pipelines: SNVPhyl
Genomic Surveillance of
Antimircrobial Resistance
20
IRIDA Pipelines: Genomic Surveillance of AMR
SISTR: THE SALMONELLA IN SILICO TYPING RESOURCE │ https://lfz.corefacility.ca/sistr-app/
21
In silico analysis of WGS data
 assembly statistics
 serovar prediction
 in silico typing (MLST, cgMLST)
 AMR prediction
Comparative genomic analyses
 cgMLST
 accessory gene content
 core SNPs
Epidemiologic analysis
 geospatial distribution
 temporal distribution
 source association
External Access via REST API
24
http://pathogenomics.sfu.ca/islandviewer
IslandViewer
Dhillon and Laird et al. 2015, Nucleic Acids
Research
http://kiwi.cs.dal.ca/GenGIS
Parks et al. 2013, PLoS One
When will it be available?
• Jun 1 2015: IRIDA 1.0 beta internal release
– Release to collaborators for installation and full test
• Jul 1 2015: IRIDA 1.0 beta1
– Announce Beta release, download, documentation
available on website – www.irida.ca
• Aug 1 2015: IRIDA 1.0 beta2
– Cloud installer, with documentation
– Additional pipelines as available
– Visualization as available
Outbreak investigationRoutine surveillance
Canada’s long-
term vision
Acknowledgements
Project Leaders
Fiona Brinkman – SFU
Will Hsiao – PHMRL
Gary Van Domselaar – NML
University of Lisbon
Joᾶo Carriҫo
National Microbiology Laboratory (NML)
Franklin Bristow
Aaron Petkau
Thomas Matthews
Josh Adam
Adam Olsen
Tara Lynch
Shaun Tyler
Philip Mabon
Philip Au
Celine Nadon
Matthew Stuart-Edwards
Morag Graham
Chrystal Berry
Lorelee Tschetter
Laboratory for Foodborne Zoonoses (LFZ)
Eduardo Toboada
Peter Kruczkiewicz
Chad Laing
Vic Gannon
Matthew Whiteside
Ross Duncan
Steven Mutschall
Simon Fraser University (SFU)
Melanie Courtot
Emma Griffiths
Geoff Winsor
Julie Shay
Matthew Laird
Bhav Dhillon
Raymond Lo
BC Public Health Microbiology &
Reference Laboratory (PHMRL) and BC
Centre for Disease Control (BCCDC)
Judy Isaac-Renton
Patrick Tang
Natalie Prystajecky
Jennifer Gardy
Damion Dooley
Linda Hoang
Kim MacDonald
Yin Chang
Eleni Galanis
Marsha Taylor
Cletus D’Souza
Ana Paccagnella
University of Maryland
Lynn Schriml
Canadian Food Inspection Agency (CFIA)
Burton Blais
Catherine Carrillo
Dominic Lambert
Dalhousie University
Rob Beiko
Alex Keddy
27
McMaster University
Andrew McArthur
Daim Sardar
European Nucleotide Archive
Guy Cochrane
Petra ten Hoopen
Clara Amid
European Food Safety Agency
Leibana Criado Ernesto
Vernazza Francesco
Rizzi Valentina

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Domselaar GMI8 Beijing Canadian WGS Surveillance Experience

  • 1. The use of WGS data for surveillance systems: the Canadian experience Gary Van Domselaar Chief, Bioinformatics National Microbiology Lab Public Health Agency of Canada 11 May 2016
  • 2. The NML’s Current Enteric Disease Surveillance Program 2 NATIONAL MICROBIOLOGY LABORATORY PROVINCIAL PUBLIC HEALTH LABORATORIES CLINICAL ISOLATES SENTINEL SURVEILLANCE (FoodNet Canada) CLINICAL, FOOD, ENVIRONMENTAL CANADIAN FOOD INSPECTION AGENCY (Regulatory) FOOD ISOLATES LISTERIA - E. COLI O157:H7 - SALMONELLA - SHIGELLA PFGE/MLVA PUBLIC HEALTH ACTION
  • 3. Early Work in WGS for Outbreak Investigation: Listeria 2008 3
  • 4. Early Work in WGS for Outbreak Investigation: Haiti Cholera Outbreak 2010 - 4
  • 5. GRDI Shared Priority Project on Food and Water Safety 2012 5
  • 6. 6 PulseNet Genomic Epidemiology Roadmap PulseNet Canada Genomic Epidemiology Roadmap Aleisha Reimer with contributions from Drs Celine Nadon, Morag Graham, and PulseNet Canada members October 16, 2013 Based on existing PulseNet model De-centralized sequencing and analysis Parallel, centralized storage & analysis of national data sets Continued NML support in reference testing, training, certification & proficiency Continued method development, refinement, and KT
  • 8. Implementation Retrospective Study Prospective Study Surveillance Outbreak Response Baseline Data 8 Pilot Projects: Retrospective and Prospective Studies
  • 9. 9 Overview of Retro1000 Project DELIVERABLES 1. Expanded and accessible national database of draft genomes 2. Standardized/harmonized procedures for sample prep, sequencing, bioinformatics analysis, and quality control – including interlaboratory validation 3. Interpretation criteria and/or elements for proper use of WGS data for public health 4. Quarterly and final reports Select isolates for sequencing (n=1000 each) NGS (Illumina MiSeq) Analysis (SNVPhyl and wgMLST) Conclusions and Reporting APPROACH Inter-laboratory comparisons Procedures, criteria, recommendations
  • 10. Organisms selected by PNC Steering Committee # isolates already Sequenced Listeria monocytogenes 400 E. coli O157 530 S. Enteritidis 21 S. Typhimurium 0 S. Heidelberg 66 S. Thompson 429 Overview of Retro1000 Project
  • 11. Real-time Investigations Supported by WGS, PulseNet Canada 2014 11 Organism Case or Outbreak Details (putative/confirmed vehicle) L. monocytogenes Collaboration with USA (lettuce product) L. monocytogenes Collaboration with USA (RTE meat product) Salmonella Thompson National laboratory investigation to support outbreak response in a single province – see sidebar (potential chicken products) E. coli O157:H7 Large outbreak in a single province (pork products) L. monocytogenes Ongoing cluster of common PFGE pattern L. monocytogenes Collaboration with USA (caramel apples) S. Enteritidis Collaboration with USA (bean sprouts)
  • 12. National Public Health Agency Provincial Public Health Agency Academic/Public Partnership among provincial public health agencies, national public health agencies and academic institutes to bridge the gaps between advancements in genomic epidemiology and real-life and real-time use cases in public health agencies - Project Team has direct access to state of the art researches in academia - Project Team is directly embedded in user organization
  • 13. IRIDA Design • Carefully designed and engineered software platform is just the starting point… User Interface Security File system Metadata Storage Application logic REST API Workflow Execution Manager Continuous Integration Documentation
  • 14. Canada’s Byzantine Public Health System Source: M. Taylor, BCCDC Provincial public health dept. National laboratory Local public health dept. Provincial laboratory Cases Physicians Frontline lab Information BioinformaticsandAnalyticalCapacities
  • 15. Local Storage Remote APIs IRIDA’s Federated Design List Samples 15
  • 16. Application Ontology Controls Metadata Build On, Work With: OBI TypON NGSOnto NIAID-GSC-BRC core metadata MIxS Ontology NCBI Biosample etc TRANS – Pathogen Transmission EPO Exposure Ontology Infectious Disease Ontology CARD, ARO for AMR USDA Nutrient DB EFSA Comp. Food Consump. DB Example gaps to be filled: Expand food ontology; expand CARD AMR data with others.
  • 18. IRIDA Workflows: Portable and Transparent Pipelines • Use Galaxy as workflow engine – large community support • Retools to address usability, security, and other limitations • Version Controlled Pipeline Templates • Input files, parameters, and workflow are sent to IRIDA-specific Galaxy for execution • Results and provenance information are copied from Galaxy 1. Input files sent to Galaxy 3. Results downloaded from Galaxy IRIDA UI/DB Galaxy Assembly Tools Variant Calling Tools … REST API Shared File System Worker Worker 2. Tools executed on Galaxy workers
  • 20. Genomic Surveillance of Antimircrobial Resistance 20 IRIDA Pipelines: Genomic Surveillance of AMR
  • 21. SISTR: THE SALMONELLA IN SILICO TYPING RESOURCE │ https://lfz.corefacility.ca/sistr-app/ 21 In silico analysis of WGS data  assembly statistics  serovar prediction  in silico typing (MLST, cgMLST)  AMR prediction Comparative genomic analyses  cgMLST  accessory gene content  core SNPs Epidemiologic analysis  geospatial distribution  temporal distribution  source association
  • 22. External Access via REST API 24 http://pathogenomics.sfu.ca/islandviewer IslandViewer Dhillon and Laird et al. 2015, Nucleic Acids Research http://kiwi.cs.dal.ca/GenGIS Parks et al. 2013, PLoS One
  • 23. When will it be available? • Jun 1 2015: IRIDA 1.0 beta internal release – Release to collaborators for installation and full test • Jul 1 2015: IRIDA 1.0 beta1 – Announce Beta release, download, documentation available on website – www.irida.ca • Aug 1 2015: IRIDA 1.0 beta2 – Cloud installer, with documentation – Additional pipelines as available – Visualization as available
  • 25. Acknowledgements Project Leaders Fiona Brinkman – SFU Will Hsiao – PHMRL Gary Van Domselaar – NML University of Lisbon Joᾶo Carriҫo National Microbiology Laboratory (NML) Franklin Bristow Aaron Petkau Thomas Matthews Josh Adam Adam Olsen Tara Lynch Shaun Tyler Philip Mabon Philip Au Celine Nadon Matthew Stuart-Edwards Morag Graham Chrystal Berry Lorelee Tschetter Laboratory for Foodborne Zoonoses (LFZ) Eduardo Toboada Peter Kruczkiewicz Chad Laing Vic Gannon Matthew Whiteside Ross Duncan Steven Mutschall Simon Fraser University (SFU) Melanie Courtot Emma Griffiths Geoff Winsor Julie Shay Matthew Laird Bhav Dhillon Raymond Lo BC Public Health Microbiology & Reference Laboratory (PHMRL) and BC Centre for Disease Control (BCCDC) Judy Isaac-Renton Patrick Tang Natalie Prystajecky Jennifer Gardy Damion Dooley Linda Hoang Kim MacDonald Yin Chang Eleni Galanis Marsha Taylor Cletus D’Souza Ana Paccagnella University of Maryland Lynn Schriml Canadian Food Inspection Agency (CFIA) Burton Blais Catherine Carrillo Dominic Lambert Dalhousie University Rob Beiko Alex Keddy 27 McMaster University Andrew McArthur Daim Sardar European Nucleotide Archive Guy Cochrane Petra ten Hoopen Clara Amid European Food Safety Agency Leibana Criado Ernesto Vernazza Francesco Rizzi Valentina