the time is right to focus on a model organism database

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The Time is Right to Focus on a Model Organism Metabolome Database Christoph Steinbeck European Bioinformatics Institute (EMBL-EBI)

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Page 1: The time is right to focus on a model organism database

The Time is Right to Focus on a Model Organism Metabolome Database

Christoph Steinbeck

European Bioinformatics Institute(EMBL-EBI)

Page 2: The time is right to focus on a model organism database
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•8.7 mio eukaryotic species on earth (+- 1.3mio)

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•8.7 mio eukaryotic species on earth (+- 1.3mio)•1.2 mio species identified and classified

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•8.7 mio eukaryotic species on earth (+- 1.3mio)•1.2 mio species identified and classified•3000 - 4000 complete species genomes sequenced

Page 6: The time is right to focus on a model organism database

•8.7 mio eukaryotic species on earth (+- 1.3mio)•1.2 mio species identified and classified•3000 - 4000 complete species genomes sequenced

Page 7: The time is right to focus on a model organism database

•8.7 mio eukaryotic species on earth (+- 1.3mio)•1.2 mio species identified and classified•3000 - 4000 complete species genomes sequenced

What about completed metabolomes?

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•8.7 mio eukaryotic species on earth (+- 1.3mio)•1.2 mio species identified and classified•3000 - 4000 complete species genomes sequenced

What about completed metabolomes?

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Metabolomics has taken off world-wide

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Building upon extensive genomics research, we argue that the time is now right to focus intensively on model organism metabolomes. We propose a grand challenge for metabolomics studies of model organisms: to identify and map all metabolites onto metabolic pathways, to develop quantitative metabolic models for model organisms, and to relate organism metabolic pathways within the context of evolutionary metabolomics, i.e., phylometabolomics. These efforts should focus on a series of established model organisms in microbial, animal and plant research.

Metabolites. 2016 Feb 15;6(1)

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Species Metabolomes are being assembled on the fly

right now through data sharing in Metabolomics

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Experimental Repository

Reference Layer

Chemistry Spectroscopy Biology

Ana

lysi

s To

ols

Primary Literature

Primary data and Meta-Data, Spectra, Protocols, Synopses, ...

MetaboLights Database at the EBI

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MetaboLights Database at the EBILabs around the world send us their data and

we…

Archive it

Classify itShare it with other data providers

Analyse it

…provide tools to help researchers

use it

A collaborative enterprise

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MetaboLights Database at the EBILabs around the world send us their data and

we…

Archive it

Classify itShare it with other data providers

Analyse it

…provide tools to help researchers

use it

A collaborative enterprise

Data at the EBI can be

used freelyby anyone for any

purpose

Page 16: The time is right to focus on a model organism database

MetaboLights Repository at the EBILabs around the world send us their data and

we…

Archive it

Classify itShare it with other data providers

Analyse it

…provide tools to help researchers

use it

A collaborative enterprise

EBI databases are supported over

decades

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Data growth in EBI data repositories

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Data growth in EBI data repositories

3-month doubling time

for Metabolomics

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Data growth in EBI data repositories

3-month doubling time

for Metabolomics

MetaboLights is now the recommended repositoryfor the Nature journals,

EMBO journal, PLOS journals, Metabolomics

Journal and others

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Sansone,… Steinbeck et al. (2012) Toward interoperable bioscience data.

Nature Genetics, 44, 121–126.

Page 21: The time is right to focus on a model organism database

Sansone,… Steinbeck et al. (2012) Toward interoperable bioscience data.

Nature Genetics, 44, 121–126.

Controlled VocabulariesOntologies

Page 22: The time is right to focus on a model organism database

Sansone,… Steinbeck et al. (2012) Toward interoperable bioscience data.

Nature Genetics, 44, 121–126.

Controlled VocabulariesOntologies

Minimum Information Standards

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Repository Entry

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Repository Entry

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Reference Layer

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7 most annotated metabolomes in MetaboLights

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30 most annotated metabolomes in MetaboLights

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1600 metabolome sizes in MetaboLights on a log scale

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Number of Studies in MetaboLights per Species

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Shareprivateprepublicationstudieswithreviewersandothertrustedparties.

BiocratesXMLwithrawdataisannotatedanduploaded

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A Case for Deep Metabolome Annotation

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A Case for Deep Metabolome Annotation

Help building species metabolomes

•Submit your metabolomics study to MetaboLights•Submit data publications (e.g. to Scientific Data)•Be highly cited :)

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Slides athttps://www.slideshare.net/csteinbeck

Funding

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Thanks for your attention

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[email protected]

Thank you!

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