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Dr. Yasset Perez-Riverol
Proteomics Project Leader
EMBL-EBI
Hinxton, Cambridge, UK
Omics Discovery Index representation for
Datasets (OmicsDI)
BioSchemas, October 2017BioSchemas, October 2017
How Omics Data are Produced and Deposited
Proteomics Metabolomics Transcriptomics
Archives
DBs
• Proteomics & Transcriptomics:
~100 per month
• Metabolomics: ~30 per month
BioSchemas, October 2017
Outline
I. What is the Omics Discovery Index (OmicsDI)
II. How to Search Omics Data using OmicsDI.
III. Advanced search: Searching with Power.
IV. Similar Datasets.
V. Data Reuse and Citation: Giving Value to the Data.
BioSchemas, October 2017
What is Omics Discovery Index (OmicsDI)
15 DBs
4 continents
90,000 datasets
PRIDE, PeptideAtlas,
MassIVE, GPMdb
ArrayExpress,
Metabolights, EGA,
MetabolomExpress, …
www.omicsdi.org
BioSchemas, October 2017
Searching datasets
Search datasets by specific
keywords.
Sort results by relevance,
accession, publication date.
Filter the results by
Organisms, Repository,
Tissue, etc.
Searching of the filter values
in each option.
Keywords from the original
provider.
BioSchemas, October 2017
Advance search: Searching with Power.
BioSchemas, October 2017
Similarity of Datasets
http://www.omicsdi.org/dataset/pride/PXD001416
BioSchemas, October 2017
Mandatory Fields:
• Repository Id
• Dataset Title
• Publication date
• Submitter information (Name, Affiliation)
• Original URL
Desired Fields:
• Description/Abstract
• Sample and Data Protocols
• PubMed Id
• Organism, Tissue, Disease
Additional Fields:
• Protein Id (Ensembl or Uniprot)
• Metabolite Id (ChEMBL)
• More…
Dataset Schema
BioSchemas, October 2017
Database
Proteomics
Metabolomics
Genomics
OmicsDI XML
Index/Search
Engine
Index
Files
Annotation Enrichment
Desktop Users Device Users Other Tools
API
BioSchemas, October 2017
Dataset BioSchemas
Implemented since December 2016
https://research.googleblog.com/2017/01/facilitating-
discovery-of-public.html
BioSchemas, October 2017
Data Reuse/Citation: Giving Value to the Data.
 Dataset Reanalysis, Data Citation
 Tracing views and access.
 Get credit for your public data.
BioSchemas, October 2017
Dataset Citation
Data Citation
Dataset Views
BioSchemas, October 2017
Get Credit for your public data.
BioSchemas, October 2017
Get Credit for your public data
List of datasets
This url will be your
public profile URL.
Connect all your
accounts.
BioSchemas, October 2017
Reanalysis, Citations, Views and Connections
BioSchemas, October 2017
Conclusions and Future Challenges
I. OmicsDI provides a unique resource for omics
dataset searching.
II. Metadata, biological entities or publication enables
to find similar datasets on public repositories.
BioSchemas, October 2017
OmicsDI Contributors
PRIDE
Tobias Ternent
Noemi del Toro
Juan Antonio Vizcaino
Metabolights
Kenneth Haug
Reza Salek
EGA
Justin Paschall
Helen Parkinson
Dylan Spalding
GPMDB
Ronald Beavis
Felipe da Veiga Leprevost
Alexey I. Nesvizhskii
MetabolomeExpress
Adam J. Carroll
Peng Zhang
PeptideAtlas
Eric Deutsch
David S Campbell
MassIVE & GNPS
Mingxun Wang
Nuno Bandeira
ELIXIR Team
Rafael C. Jimenez EBI Search Team
Silvano Squizzato
Young Mi Park
Rodrigo Lopez
ArrayExpress
Ugis Sarkans
ExpressionAtlas
Maria Keays
Robert Petryszak
Molecular Networks
Mingze Bai
Gaurhari Dass
Andrey Zorin
Henning Hermjakob
Funding
NIH BD2K
Center of Excellence
Grant 1U54GM114833-01
PI Peipei Ping, UCLA
EMBL-EBI

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BioContainers on ELIXIR All Hands 2017

  • 1. Dr. Yasset Perez-Riverol Proteomics Project Leader EMBL-EBI Hinxton, Cambridge, UK Omics Discovery Index representation for Datasets (OmicsDI)
  • 2. BioSchemas, October 2017BioSchemas, October 2017 How Omics Data are Produced and Deposited Proteomics Metabolomics Transcriptomics Archives DBs • Proteomics & Transcriptomics: ~100 per month • Metabolomics: ~30 per month
  • 3. BioSchemas, October 2017 Outline I. What is the Omics Discovery Index (OmicsDI) II. How to Search Omics Data using OmicsDI. III. Advanced search: Searching with Power. IV. Similar Datasets. V. Data Reuse and Citation: Giving Value to the Data.
  • 4. BioSchemas, October 2017 What is Omics Discovery Index (OmicsDI) 15 DBs 4 continents 90,000 datasets PRIDE, PeptideAtlas, MassIVE, GPMdb ArrayExpress, Metabolights, EGA, MetabolomExpress, … www.omicsdi.org
  • 5. BioSchemas, October 2017 Searching datasets Search datasets by specific keywords. Sort results by relevance, accession, publication date. Filter the results by Organisms, Repository, Tissue, etc. Searching of the filter values in each option. Keywords from the original provider.
  • 6. BioSchemas, October 2017 Advance search: Searching with Power.
  • 7. BioSchemas, October 2017 Similarity of Datasets http://www.omicsdi.org/dataset/pride/PXD001416
  • 8. BioSchemas, October 2017 Mandatory Fields: • Repository Id • Dataset Title • Publication date • Submitter information (Name, Affiliation) • Original URL Desired Fields: • Description/Abstract • Sample and Data Protocols • PubMed Id • Organism, Tissue, Disease Additional Fields: • Protein Id (Ensembl or Uniprot) • Metabolite Id (ChEMBL) • More… Dataset Schema
  • 9. BioSchemas, October 2017 Database Proteomics Metabolomics Genomics OmicsDI XML Index/Search Engine Index Files Annotation Enrichment Desktop Users Device Users Other Tools API
  • 10. BioSchemas, October 2017 Dataset BioSchemas Implemented since December 2016 https://research.googleblog.com/2017/01/facilitating- discovery-of-public.html
  • 11. BioSchemas, October 2017 Data Reuse/Citation: Giving Value to the Data.  Dataset Reanalysis, Data Citation  Tracing views and access.  Get credit for your public data.
  • 12. BioSchemas, October 2017 Dataset Citation Data Citation Dataset Views
  • 13. BioSchemas, October 2017 Get Credit for your public data.
  • 14. BioSchemas, October 2017 Get Credit for your public data List of datasets This url will be your public profile URL. Connect all your accounts.
  • 15. BioSchemas, October 2017 Reanalysis, Citations, Views and Connections
  • 16. BioSchemas, October 2017 Conclusions and Future Challenges I. OmicsDI provides a unique resource for omics dataset searching. II. Metadata, biological entities or publication enables to find similar datasets on public repositories.
  • 17. BioSchemas, October 2017 OmicsDI Contributors PRIDE Tobias Ternent Noemi del Toro Juan Antonio Vizcaino Metabolights Kenneth Haug Reza Salek EGA Justin Paschall Helen Parkinson Dylan Spalding GPMDB Ronald Beavis Felipe da Veiga Leprevost Alexey I. Nesvizhskii MetabolomeExpress Adam J. Carroll Peng Zhang PeptideAtlas Eric Deutsch David S Campbell MassIVE & GNPS Mingxun Wang Nuno Bandeira ELIXIR Team Rafael C. Jimenez EBI Search Team Silvano Squizzato Young Mi Park Rodrigo Lopez ArrayExpress Ugis Sarkans ExpressionAtlas Maria Keays Robert Petryszak Molecular Networks Mingze Bai Gaurhari Dass Andrey Zorin Henning Hermjakob Funding NIH BD2K Center of Excellence Grant 1U54GM114833-01 PI Peipei Ping, UCLA EMBL-EBI