Canada’s IRIDA Project for Infectious Disease · IRIDA Platform Expansion 1. IRIDA: Integrated...
Transcript of Canada’s IRIDA Project for Infectious Disease · IRIDA Platform Expansion 1. IRIDA: Integrated...
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Canada’s IRIDA Project for Infectious Disease Genomic Epidemiology
Gary Van Domselaar, PhDChief, Bioinformatics, NML – PHAC - CanadaEFSA 20th ColloquiumJune 16 2014
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Canadian Nationwide Listeriosis Outbreak
2008
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PFGE variation detected by PulseNet Canada
08-5578 08-5923
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Prophage accounts for PFGE variation
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Circular Chromosomal Map
Listeria monocytogenes 08-5578
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SNPs and InDels inform Evolution
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SINGLE (FOREIGN) SOURCE HYPOTHESIS
http://solutionshaiti.blogspot.com/
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Case 1 Oct. 19
PFGE Variants
3 cases late Oct
Nov 27
Jan 26
2011
Outbreak Isolates Sequenced (9 Total)
MINUSTAH
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Core gene phylogeny (4,376 SNPs in 632orthologues)
Tool(s): Core hqSNP Pipeline
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Hendriksen et. al. mBio. 2011
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Core gene phylogeny With Hendriksen et al.
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Canada’s GRDI Interdepartmental Pilot Projectfor Food & Water Safety
PWEF
GChip-uArray
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M-RT-PCR
Extraction
Information GenerationFood & Water
25g
1 L
• Developing an integrated analytical system for ‘omic data querying & visualization
• Establishing a national enteric bacterial pathogens database
• Delivering novel detection platforms
• Modernizing source attribution & risk assessment methods
Isolation-Detection
Bioinformatics
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CDC AMD Program$30M/yr for 2014-19$150 M total
USFDA, UC Davis, NCBI100K Genomes / GenomeTrackr
NML PHG ProgramGRDI FWS: $7.2M over 4 yIRIDA: $1.5M over 3 y
Danish Technical University€6M PoC Global Data Sharing
Patho-NGen-Trace Consortium€6M over 5y, WGS for Disease Surveillance
EU Horizon 2020Personalizing Health & CarePHC-7: “ Improving the control of infectious epidemics and foodborne outbreaks through rapid identification of pathogens”
PHC-2014: €20M
100K Genomes UK€100M
International Partners are Investing Heavily in Genomics for Public Health
US CDC: expects to drop ALL traditional, molecular lab testing within ~5 years (foodborne)
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GRDI FWS Platform1. WGS database system and application
ontology for infectious disease genomic epidemiology
2. Bioinformatics tools and pipelines for analysis of WGS data
3. In silico typing tools and linking of WGS data to microbial sequence typing databases
4. Training
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IRIDA Platform Expansion
1. IRIDA: Integrated Rapid Infectious Disease Analysis
2. 1.56M, 3 year Genome Canada Large-Scale Applied Platform Grant
3. SFU / BCCDC / PHAC-NML / Dalhousie
4. Expands the GRDI platform to include additional epidemiology and pathogenomic analysis functionality, and additional training
5. Implementation in provincial public health labs
6. Training
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Federated Database Design
Component DBS 1
Component DBS 2
Component DBS n
FDBMS
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Data Model
• Based on NCBI
• Project
• Sample
• Data Sources– Sequence File
– Experiment
– Run
• Analysis– Workflow
– Analysis File
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Ontologies and Data Standards
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SNP Phylogenomics
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Genomic Island Detection
http://www.pathogenomics.sfu.ca/islandviewer
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Phylogeography
http://kiwi.cs.dal.ca/GenGIS/Main_Page
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Microbial In Silico Typing (MIST) Pipeline
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• 24 classes• 18 object properties• 26 data properties.• 5 datatypes
TyPon
• Formal representation of microbial typing knowledge• Data in RDF: Machine-readable formats• Automatic mapping from original data sources (files, DBs) to RDF Triple Stores• SPARQL for Querying Federated Repositories
Typon:SBTM Uniprot
foaf
Georef/geotagontology
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Acknowledgments
Bioinformatics:• Dr. Fiona Brinkman, SFU• Dr. William Hsiao, BCCDC• Dr. Robert Beiko• Dr. Eduardo Taboada• Dr. João Andre Carrico• Dr. Ben Liang• Dr. Natalie Knox• Dr. Melanie Courtot• Dr. Lynn Schriml• Heather Kent • Eric Enns• Philip Mabon• Franklin Bristow• Thomas Matthews• Shane Thiessen• Paul Williams• Josh Adam• Aaron Petkau• Matthew Stuart-Edwards• Brendan Curran-Johnson• Jessica Forbes• Shivani Gupta• Julie Shay• Emma Griffiths• Damion Dooley
Special Thanks:• Dr. Celine Nadon• Aleisha Reimer• Lorilee Tescher• Dr. Chrystal Berry• Dr. Matt Gilmour• Dr. Morag Graham• Shaun Tyler• Matt Walker• Dr. Lee Katz• Dr. Cheryl Tarr• Dr. Peter Gerner-Smidt• Bob Conarroe• Harvey Ulrich• Adam Olson