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Integrated Breeding Platform (IBP)
Configurable Workflow System
Martha Narro, iPlant CollaborativeJanuary 11, 2013
Slides from Xavier Delannay and Graham McLaren, CGIAR
Integrated Breeding Platform
IBP - a one-stop-shop where breeders can access: Databases (germplasm, pedigree, phenotypic,
genotypic and environmental) A configurable workflow system (CWS)
Logistics and data management tools Breeding planning and management tools Analytical tools Breeding decision support tools
High throughput breeding services Support services to use these facilities Scientific network
Integrated Breeding Portalhttps://www.integratedbreeding.net/
IBP builds on existing tools already in use by IRRI and other CGIAR breeders
Existing breeding management tools and related DBs ICIS Database schema and query tools IRIS Crop Information System and Tools IWIS Genealogy Management & Int. Nursery System Maize Fieldbook and Maize Finder Query Tool ICRIS Molecular Biology Database
New Concepts: The IBP CWS will be configurable for different crops and breeding strategies, be workflow driven – leading users through breeding workflows, have a new user-friendly interface, and will be available as stand-alone and as a web-based system.
Existing ICIS tools will continue to work with the CWS until all functionality is replicated and improved
Who should be interested in using the IB CWS?
Starting late January 2013 the portal will be open broadly to all scientists working in plant science, for both the public and private sector
More specifically: All CGIAR breeding programs and networks NARS partners wanting to enhance the effectiveness
of their breeding programs by integrating molecular methods
SMEs working in developing countries without the capacity to build a breeding workflow system in house
Breeding schemes
Project planning
Population development
Field trial management
Statistical analysis
Breeding decision
Breeding with marker-assisted selection (MAS)
Project planning
Population development
Field trial management
Statistical analysis
Breeding decision
Genotyping
Marker-assisted backcrossing (MABC)
Project planning
Backcrossing
Field trial management
Statistical analysis
Breeding decision
Genotyping
Marker-assisted recurrent selection (MARS)
Project planning
Population development
Field trial management
Phenotypic analysis
Final breeding decision
Genotyping
QTL analysis
QTL selection
Recombination cycle
Inventory of existing functionalityIB Database V1
IB Germplasm database Germplasm nomenclature, chronology, IP and passport data Pedigrees and breeding history
IB phenotypic database v1 Available for use as central database or local database Databases crop-specific
Genotypic database (GDMS) for management of low to medium density genotyping data and MTA data Central database contains fingerprinting and MTA data for global use Local database focuses on project-specific genotyping data
Germplasm and Phenotype Study Browsers
Databases fully integrated into CWS workbench
Inventory of existing functionalityNursery and Trial Management
Breeding Manager configured for different crops Includes crossing manager, nursery manager, pedigree recording Focuses on breeding steps for population development and line selection Nursery advance and seed inventory tracking
IB Fieldbook Focuses on field trial management for germplasm evaluation Trait selection, field design, labels and sample tracking and data capture
Android-based hand-held device Optimized for use with Samsung Galaxy tablet for field data collection Other Android devices can be used if preferred
Breeding manager and Field books fully integrated into CWS workbench
Inventory of existing functionalityAnalytical and breeding decision tools
Statistical tools available with the following options: Access to Genstat while complete suite of tools is being developed
Temporary license to use cases while Breeding View is being developed Breeding View for user-friendly access to Genstat tools, focusing on
main functionalities needed by breeders and molecular breeders R-based analytical suite
Most functionalities available now as standalone tools To be linked together soon in Java-based R-AP user interface
Decision support tools: R-based selection indices OptiMAS traces alleles by descent through breeding populations
Allows optimum recombination of lines with favorable alleles (MARS) MBDT - MABC management tool
Tools to be integrated into the CWS by the end of 2012
Launching the workbench will display a splash screen.
•The Workbench Dashboard will be displayed after a successful login.
•The last opened project will be highlighted.
•The Create New Project form allows the user to set the target Crop of the project.
•The crop is then used to determine the central database for the project.
•Users can set the Project Members, Methods and Locations used in the project.
A breeding workflow
Query Tools
At the outset of a breeding cycle users want to: browse all germplasm
information review existing
characterization and evaluation
Project Planning
Breeding ManagementQuery browsers
Germplasm browser
Study browser
Once the strategy and parental material have been identified, the breeder wants to: make crosses, develop populations, track pedigrees, track inventory, characterize lines
PopulationDevelopment
Breeding Logistics
Breeding ManagementCrossing Manager
Breeding ManagementNursery Manager
Breeding ManagementPedigree recording
Breeding ManagementInventory Manager
Field Testing
Once populations are developed, the breeder wants to: select traits, make lists of
germplasm, generate designs, produce fieldbooks, collect data, check and store data.
Manage FieldTrials
Breeding ManagementTrait Dictionaries
Breeding ManagementTrait Selector
Breeding ManagementGermplasm List Manager
Breeding ManagementIBP Fieldbook
Breeding ManagementBar Code labels
Breeding ManagementTablet Devices
Fieldroid
Genotyping
To use molecular technologies, the breeder wants to: select population, select markers, genotype population, check and store
genotyping data. Genotyping
IBP marker services
The new marker services concept based on high-throughput SNP genotyping was operational in 2011 Decision to focus on a single SNP genotyping provider
(KBioscience, UK) SNP conversion to KBioscience platform almost complete
GCP funds the conversion of 1,000-2,000 SNPs for each crop of interest Assays available to customers after that (between 8-10 cents/dp) First set of genotypes fingerprinted as part of conversion process
SSR genotyping support still being provided by current labs as needed BecA ICRISAT
Availability of SNP markers at GCP for genotyping (as of August 27, 2012)Crops Partners No. of SNPs Status
MaizeConverted by CIMMYT in early 2010 1250 Available for genotyping
CowpeaUniversity of California Riverside - Jeff Ehlers 1122 Available for genotyping
Chickpeas ICRISAT - Rajeev Varshney 2068 Available for genotyping
Pigeonpeas ICRISAT - Rajeev Varshney 1616 Available for genotyping
Rice IRRI - Michael Thomson et al. 2015 Available for genotyping
Cassava IITA - Morag Ferguson, P. Rabinowicz 1740 Available for genotyping
sorghum EMBRAPA - Jurandir Magalhaes, CIRAD-Jean-Francois Rami 1503 Available for genotyping
common beanUSDA - Perry Cregan, CIAT – Stephen Beebe 1497 Available for genotyping
Wheat CIMMYT - Susane Dreisigacker
2428 Available for genotyping
SoybeanUSDA - Perry Cregan; IITA - Melaku Gedil 1082 Available for genotyping
Groundnut ICRISAT - Rajeev Varshney 91 Available for genotyping
Genotyping Data Management
Once the data is collected, the breeder wants to: do single site analysis, combined analysis, Identify marker-trait
associations (MTAs), Store results back to
GDMS
AnalysisPipeline
The Analysis Pipeline
Analytical tools – Breeding View
Single site analysis workflow
QTL analysis workflow
Configurable steps
Finally, the breeder wants to: select lines, predict effect of next
crosses, promote lines for
evaluation and release
Decision Support
Decision Support
Breeding Decision support – Marker implementation
OptiMAS Developed at INRA, Le
Moulon Implementation of
markers in a MARS breeding scheme
Identify and track favorable alleles through cycles of recombination and selection
Molecular Breeding Decision Tool (MBDT)
Developed by team at ICRISAT
Implementation of markers in a MABC context
Release Milestones
A first prototype of the CWS was demonstrated to users in Beijing in June 2012
Broad opening of IBP Portal by January 2013, with CWS (Configurable Workflow System) downloadable as single integrated application
Thanks!