towards standardization of plant phenotypic data_krajewski
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Towards standardization of plant phenotypic data
Paweł Krajewski Hanna Ćwiek Wojciech Frohmberg Institute of Plant Genetics, Polish Academy of Sciences, Poznań, Poland [email protected]
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
The transPLANT project
• A 4-year (2011-2015) EU FP7-funded project (DG CONNECT) coordinated by EMBL-European Bioinformatic Institute, Hinxton, UK, with elements of coordination, service and R&D (I3).
• Aim: design, implement, deploy and operate the software infrastructure important for the future needs of plant scientists.
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
The transPLANT project
![Page 4: Towards standardization of plant phenotypic data_Krajewski](https://reader031.vdocuments.site/reader031/viewer/2022022413/58edfb431a28ab6a148b4583/html5/thumbnails/4.jpg)
www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
The transPLANT project
![Page 5: Towards standardization of plant phenotypic data_Krajewski](https://reader031.vdocuments.site/reader031/viewer/2022022413/58edfb431a28ab6a148b4583/html5/thumbnails/5.jpg)
www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
The transPLANT project
![Page 6: Towards standardization of plant phenotypic data_Krajewski](https://reader031.vdocuments.site/reader031/viewer/2022022413/58edfb431a28ab6a148b4583/html5/thumbnails/6.jpg)
www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
The transPLANT project
![Page 7: Towards standardization of plant phenotypic data_Krajewski](https://reader031.vdocuments.site/reader031/viewer/2022022413/58edfb431a28ab6a148b4583/html5/thumbnails/7.jpg)
www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
The transPLANT project
WP 3: Community standards for the interoperability of plant phenotypic data resources
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
• Phenotypic data: observations of morphological, resistance, physiological, yield-related, biochemical, ... traits.
• Characteristic features:
• dependence on genotype and environment,
• large spectrum of characteristics, sampling protocols, measurement procedures, units.
• Main deliverables of WP3:
• recommended ontology set for use in phenotype description,
• content and format specifications for data exchange.
Plant phenotypic data
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Plant phenotypic data
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
• To be able to make the phenotypic data „open” preserving their structure
• To improve (= make cheaper) storage, publication, exchange between databases, ...
• Searching for experiments (metadata or data)
• Comparison of experiments
• Data integration
• Statistical analysis steered by metadata/annotation
Why to standardize?
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
„Minimum Information About ...” approach Biosharing website
Minimum Information about Plant Phenotypic Experiment (MIAPPE)
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
s_ad_1 3 Dro1 Maresi ... ... 1.34 2.14 red ... Samples (units)
Attributes
Checklist: the list of attributes which should be given here
Experiment
Minimum Information about Plant Phenotypic Experiment (MIAPPE)
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Minimum information document (initiative)
Microarrays MIAME (MGED)
Metabolomics CIMR (MSI)
Proteomics MIAPE (PSI)
Sequence MIxS (GSC)
Full name (initiative), publication, document
Minimum Information about a Microarray Experiment (Microarray Gene Expression Database Group), Brazma et al. (2001) http://www.mged.org/Workgroups/MIAME/miame_2.0.html
Core Information for Metabolomics Reporting (Metabolomics Standards Initiative), Fiehn et al. (2007a) http://msi-workgroups.sourceforge.net/
Minimum Information about a Proteomics Experiment (Proteomics Standards Initiative) Taylor et al. (2007) http://www.psidev.info/groups/miape
Minimum Information about any sequence specifications (Genomic Standards Initiative) Yilmaz et al. (2011) http://gensc.org/gc_wiki/index.php/MIxS
Minimum Information about Plant Phenotypic Experiment (MIAPPE)
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
List part Proposition
Study Accept existing list(s)
Assay Accept existing list(s) + additional attributes
Biosource Accept existing list(s)
Environment New
Treatments Accept existing list(s)
Experimental design New (gap)
Sample: collection, processing, management
Accept existing list(s) + additional attributes (gap)
Phenotypic traits Environmental variables
New (gap)
Minimum Information about Plant Phenotypic Experiment (MIAPPE)
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Minimum Information about Plant Phenotypic Experiment (MIAPPE)
http://www.biosharing.org/bsg-000543
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Requirements for the format to hold the metadata and data:
- human readable (with simple tools),
- compatible with all operating systems,
- easily made (with simple tools),
- possibility of having reusable templates,
- if possible – already accepted in some applications,
- appropriate for metadata, data and their semantic annotation.
RDF, XML ?
Proposition of data exchange format specification
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Investigation
Study
Assay
Data files
ISA-TAB format: Investigation/Study/Assay (after MAGE-TAB, http://www.isa-tools.org/ )c
Sansone & Rocca-Serra (2012) Text format files Structures/terms: - source/sample - factor - characteristics - protocol - parameter - unit - extract - comment Supports annotation Tools: ISA Software Suite To-RDF converter
Proposition of data exchange format specification
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Proposition of data exchange format specification
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
study file
bio
sou
rce
attribute
assay 2 file
sam
ple
attribute
Phenotyping assay (ISA-TAB phenotyping configuration)
metabolite profiling assay, transcription profiling assay, histone modification profiling, ...
Other assays (configurations provided with ISA Tools)
Proposition of data exchange format specification
assay file
sou
rce
/sam
ple
attribute
raw data file
derived data file
trait def file
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
cropnet.pl/phenotypes
Proposition of data exchange format specification
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
INRA, Versailles: data export from Ephesis database
Implementations
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Implementations
• IPK, Gatersleben, Germany: data export from Laboratory Information Management System (LIMS)
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Implementations
Gregor Mendel Institute, Vienna: data import and export in the GWAS web application
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Implementations
IPG PAS: instance of BII Data Manager
http://cropnet.pl/transplant-bii/
Migration to PSNC man.poznan.pl
Submission in ISA-TAB format, metadata search
Data analysis tools
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www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
![Page 26: Towards standardization of plant phenotypic data_Krajewski](https://reader031.vdocuments.site/reader031/viewer/2022022413/58edfb431a28ab6a148b4583/html5/thumbnails/26.jpg)
www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
![Page 27: Towards standardization of plant phenotypic data_Krajewski](https://reader031.vdocuments.site/reader031/viewer/2022022413/58edfb431a28ab6a148b4583/html5/thumbnails/27.jpg)
www.transplantdb.eu The transPLANT project is funded by the European Commission within its 7th Framework Programme under the thematic area “Infrastructures”. Contract number 283496.
Hanna Ćwiek Wojtek Frohmberg Augustyn Markiewicz
Paul Kersey (Ensembl, Elixir)
Hadi Quesneville Cyril Pommier (RDA Wheat Data WG)
Magnus Nordborg Ümit Seren
Jan van Oeveren Marco van Shriek Matthias Lange
Astrid Junker Uwe Scholz Daniel Arendt Stephan Weise Christian Klukas Dijun Chen
Aalt-Jan van Dijk Jan Peter Nap
Björn Usadel Fabio Fiorani (EPPN, DPPN)
Philippe Rocca-Serra
Cezary Mazurek Raul Palma Fryderyk Raczyk