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LOD Challenge day#02 @ Tokyo




                          LOD




                                     / G-language Project



                        Mail : cory@sfc.keio.ac.jp
                            Twitter : @adnm
1



G-language Project   1



Web
G-language Project
G-language Genome Analysis Environment (G-language GAE)




-          Web

-

-
Keio Bioinformatics Web Service (KBWS)

Web




  Discoverability



                    Interoperability
G-language Bookmarklet
G-language Bookmarklet: a gateway for Bioinformatics on the Web




                            K. Arakawa, N. Kido, K. Oshita, N. Kono, M. Tomita
                                   Institute for Advanced Biosciences, Keio University
Analysis Open Data

Web



 Web

                 LOD
G-language Bookmarklet: Functions.
            http://www.g-language.org/wiki/bookmarklet


   EMBOSS                                   Wikipedia

  G-language                                  Eijiro

                                             Google
   Bio2RDF
                                             PubMed
   EB-eye

               KEGG/LinkDB    Entrez          BLAST
Analysis Open Data
           & Linked Open Data
Web           LOD

               Web



LOD
Querying interface for Triples
Semantic Web
Ring Command for Molecular Biology!
Restauro-G version 2
      the rapid data broker web-based service that collects and adds
                 related information about a given gene or gene set
Small World & Scale Free

LOD



LOD




              LOD
Primary Key


=>             ID Primary Key        LOD
            LOD

UniProt                    ID Primary Key

  533049 sequence entries (2011/11/16)
      1
Gathering Links about “genes”
                 ID Conversion

Gene                                      IDs cross-referenced from UniProt




                                       KEGG gene
                                                                    - Reaction   - Pathway

                     UniProt ID                                       - Brite      - KO
                                                      GO slim

       ID                         ID
                                       EC number
                                  ID

                                       Gene ID
 UniProt ID

       UniProt
Restauro-G version 2
                    http://rest.g-language.org/annotation/

                     ex.) http://rest.g-language.org/annotation/RECA_ECOLI.nt

  @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>.
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/1AA3> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/1U98> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/1REA> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/embl/U00096> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/3CMT> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/3CMU> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/dip/DIP-31832N> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:orthologousOf!<http://purl.uniprot.org/eggnog/COG0468> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/biocyc/EcoCyc:EG10823-MONOMER> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/oma/GRDNTIT> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/kegg/eco:b2699> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/1XMV> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/refseq/AP_003266.1> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/3CMV> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/embl/V00328> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/3CMW> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/eco2dbase/C039.3> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/1N03> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:clusterOf!    <http://purl.uniprot.org/protclustdb/PRK09354> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/genomereviews/U00096_GR> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/2REC> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/genomereviews/AP009048_GR> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/echobase/EB0816> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/refseq/NP_417179.1> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/ecogene/EG10823> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/1XMS> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/geneid/947170> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/hogenom/HBG339889> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/1U99> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/embl/AP009048> .
  <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure!    <http://purl.uniprot.org/pdb/1U94> .
Filtering and Visualizing

                    (     )               (Filtering)

                                                    (Visualizing)

  ex.) http://rest.g-language.org/annotation/FOXP2_HUMAN.n3#Interaction
Filtering and Visualizing

               LOD




  nominal            numerical

  Cramer's V for nominal data (nominal & nominal)
  Spearman’s rank correlation for continuous data
  (numerical & numerical)
    Fisher’s exact test for enrichment (numerical & nominal)
http://ws.g-language.org/toys/bh11/
http://ws.g-language.org/toys/bh11/index2.html
Acknowledgement


        Kazuharu Arakawa

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LODを用いたバイオインフォマティクスアプリケーション

  • 1. LOD Challenge day#02 @ Tokyo LOD / G-language Project Mail : cory@sfc.keio.ac.jp Twitter : @adnm
  • 3. G-language Project G-language Genome Analysis Environment (G-language GAE) - Web - -
  • 4. Keio Bioinformatics Web Service (KBWS) Web Discoverability Interoperability
  • 5. G-language Bookmarklet G-language Bookmarklet: a gateway for Bioinformatics on the Web K. Arakawa, N. Kido, K. Oshita, N. Kono, M. Tomita Institute for Advanced Biosciences, Keio University
  • 7. G-language Bookmarklet: Functions. http://www.g-language.org/wiki/bookmarklet EMBOSS Wikipedia G-language Eijiro Google Bio2RDF PubMed EB-eye KEGG/LinkDB Entrez BLAST
  • 8.
  • 9. Analysis Open Data & Linked Open Data Web LOD Web LOD
  • 10. Querying interface for Triples Semantic Web
  • 11. Ring Command for Molecular Biology!
  • 12. Restauro-G version 2 the rapid data broker web-based service that collects and adds related information about a given gene or gene set
  • 13. Small World & Scale Free LOD LOD LOD
  • 14. Primary Key => ID Primary Key LOD LOD UniProt ID Primary Key 533049 sequence entries (2011/11/16) 1
  • 15. Gathering Links about “genes” ID Conversion Gene IDs cross-referenced from UniProt KEGG gene - Reaction - Pathway UniProt ID - Brite - KO GO slim ID ID EC number ID Gene ID UniProt ID UniProt
  • 16. Restauro-G version 2 http://rest.g-language.org/annotation/ ex.) http://rest.g-language.org/annotation/RECA_ECOLI.nt @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>. <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/1AA3> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/1U98> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/1REA> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/embl/U00096> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/3CMT> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/3CMU> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/dip/DIP-31832N> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:orthologousOf!<http://purl.uniprot.org/eggnog/COG0468> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/biocyc/EcoCyc:EG10823-MONOMER> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/oma/GRDNTIT> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/kegg/eco:b2699> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/1XMV> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/refseq/AP_003266.1> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/3CMV> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/embl/V00328> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/3CMW> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/eco2dbase/C039.3> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/1N03> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:clusterOf! <http://purl.uniprot.org/protclustdb/PRK09354> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/genomereviews/U00096_GR> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/2REC> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/genomereviews/AP009048_GR> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/echobase/EB0816> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/refseq/NP_417179.1> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/ecogene/EG10823> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/1XMS> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/geneid/947170> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:seeAlso! <http://purl.uniprot.org/hogenom/HBG339889> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/1U99> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:sameAs! <http://purl.uniprot.org/embl/AP009048> . <http://purl.uniprot.org/uniprot/RECA_ECOLI>! rdfs:structure! <http://purl.uniprot.org/pdb/1U94> .
  • 17. Filtering and Visualizing ( ) (Filtering) (Visualizing) ex.) http://rest.g-language.org/annotation/FOXP2_HUMAN.n3#Interaction
  • 18. Filtering and Visualizing LOD nominal numerical Cramer's V for nominal data (nominal & nominal) Spearman’s rank correlation for continuous data (numerical & numerical) Fisher’s exact test for enrichment (numerical & nominal)
  • 20. Acknowledgement Kazuharu Arakawa