SlideShare a Scribd company logo
1 of 20
Download to read offline
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

More Related Content

Similar to LOD Challenge day#02 @ Tokyo

Cool Informatics Tools and Services for Biomedical Research
Cool Informatics Tools and Services for Biomedical ResearchCool Informatics Tools and Services for Biomedical Research
Cool Informatics Tools and Services for Biomedical ResearchDavid Ruau
 
Bio-protocol4446.GO_KEGG_RICE.pdf
Bio-protocol4446.GO_KEGG_RICE.pdfBio-protocol4446.GO_KEGG_RICE.pdf
Bio-protocol4446.GO_KEGG_RICE.pdfssuserb500f8
 
BITS: Overview of important biological databases beyond sequences
BITS: Overview of important biological databases beyond sequencesBITS: Overview of important biological databases beyond sequences
BITS: Overview of important biological databases beyond sequencesBITS
 
XMLPipeDB
XMLPipeDBXMLPipeDB
XMLPipeDBbosc
 
Genome resources at EMBL-EBI: Ensembl and Ensembl Genomes
Genome resources at EMBL-EBI: Ensembl and Ensembl GenomesGenome resources at EMBL-EBI: Ensembl and Ensembl Genomes
Genome resources at EMBL-EBI: Ensembl and Ensembl GenomesEBI
 
Linked Data for integrating life-science databases
Linked Data for integrating life-science databasesLinked Data for integrating life-science databases
Linked Data for integrating life-science databasesShuichi Kawashima
 
Role of bioinformatics in life sciences research
Role of bioinformatics in life sciences researchRole of bioinformatics in life sciences research
Role of bioinformatics in life sciences researchAnshika Bansal
 
Representing and reasoning with biological knowledge
Representing and reasoning with biological knowledgeRepresenting and reasoning with biological knowledge
Representing and reasoning with biological knowledgeBenjamin Good
 
Germplasm data exchange, CGIAR SINGER (2009)
Germplasm data exchange, CGIAR SINGER (2009)Germplasm data exchange, CGIAR SINGER (2009)
Germplasm data exchange, CGIAR SINGER (2009)Dag Endresen
 
Genome_annotation@BioDec: Python all over the place
Genome_annotation@BioDec: Python all over the placeGenome_annotation@BioDec: Python all over the place
Genome_annotation@BioDec: Python all over the placeBioDec
 
ICAR2016 TAIR talk
ICAR2016 TAIR talkICAR2016 TAIR talk
ICAR2016 TAIR talkDonghui Li
 
ICAR 2015 Workshop - Nick Provart
ICAR 2015 Workshop - Nick ProvartICAR 2015 Workshop - Nick Provart
ICAR 2015 Workshop - Nick ProvartAraport
 
UniProt-GOA
UniProt-GOAUniProt-GOA
UniProt-GOAEBI
 
Integrating Pathway Databases with Gene Ontology Causal Activity Models
Integrating Pathway Databases with Gene Ontology Causal Activity ModelsIntegrating Pathway Databases with Gene Ontology Causal Activity Models
Integrating Pathway Databases with Gene Ontology Causal Activity ModelsBenjamin Good
 

Similar to LOD Challenge day#02 @ Tokyo (20)

Cool Informatics Tools and Services for Biomedical Research
Cool Informatics Tools and Services for Biomedical ResearchCool Informatics Tools and Services for Biomedical Research
Cool Informatics Tools and Services for Biomedical Research
 
GoTermsAnalysisWithR
GoTermsAnalysisWithRGoTermsAnalysisWithR
GoTermsAnalysisWithR
 
Bio-protocol4446.GO_KEGG_RICE.pdf
Bio-protocol4446.GO_KEGG_RICE.pdfBio-protocol4446.GO_KEGG_RICE.pdf
Bio-protocol4446.GO_KEGG_RICE.pdf
 
BITS: Overview of important biological databases beyond sequences
BITS: Overview of important biological databases beyond sequencesBITS: Overview of important biological databases beyond sequences
BITS: Overview of important biological databases beyond sequences
 
XMLPipeDB
XMLPipeDBXMLPipeDB
XMLPipeDB
 
Bio2RDF@BH2010
Bio2RDF@BH2010Bio2RDF@BH2010
Bio2RDF@BH2010
 
Genome resources at EMBL-EBI: Ensembl and Ensembl Genomes
Genome resources at EMBL-EBI: Ensembl and Ensembl GenomesGenome resources at EMBL-EBI: Ensembl and Ensembl Genomes
Genome resources at EMBL-EBI: Ensembl and Ensembl Genomes
 
Linked Data for integrating life-science databases
Linked Data for integrating life-science databasesLinked Data for integrating life-science databases
Linked Data for integrating life-science databases
 
SADI CSHALS 2013
SADI CSHALS 2013SADI CSHALS 2013
SADI CSHALS 2013
 
Role of bioinformatics in life sciences research
Role of bioinformatics in life sciences researchRole of bioinformatics in life sciences research
Role of bioinformatics in life sciences research
 
Representing and reasoning with biological knowledge
Representing and reasoning with biological knowledgeRepresenting and reasoning with biological knowledge
Representing and reasoning with biological knowledge
 
Germplasm data exchange, CGIAR SINGER (2009)
Germplasm data exchange, CGIAR SINGER (2009)Germplasm data exchange, CGIAR SINGER (2009)
Germplasm data exchange, CGIAR SINGER (2009)
 
RML NCBI Resources
RML NCBI ResourcesRML NCBI Resources
RML NCBI Resources
 
Genome_annotation@BioDec: Python all over the place
Genome_annotation@BioDec: Python all over the placeGenome_annotation@BioDec: Python all over the place
Genome_annotation@BioDec: Python all over the place
 
ICAR2016 TAIR talk
ICAR2016 TAIR talkICAR2016 TAIR talk
ICAR2016 TAIR talk
 
ICAR 2015 Workshop - Nick Provart
ICAR 2015 Workshop - Nick ProvartICAR 2015 Workshop - Nick Provart
ICAR 2015 Workshop - Nick Provart
 
EB-eye Back End
EB-eye Back EndEB-eye Back End
EB-eye Back End
 
Bio2RDF @ W3C HCLS2009
Bio2RDF @ W3C HCLS2009Bio2RDF @ W3C HCLS2009
Bio2RDF @ W3C HCLS2009
 
UniProt-GOA
UniProt-GOAUniProt-GOA
UniProt-GOA
 
Integrating Pathway Databases with Gene Ontology Causal Activity Models
Integrating Pathway Databases with Gene Ontology Causal Activity ModelsIntegrating Pathway Databases with Gene Ontology Causal Activity Models
Integrating Pathway Databases with Gene Ontology Causal Activity Models
 

Recently uploaded

Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsAndrey Dotsenko
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDGMarianaLemus7
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 

Recently uploaded (20)

Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
The transition to renewables in India.pdf
The transition to renewables in India.pdfThe transition to renewables in India.pdf
The transition to renewables in India.pdf
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDG
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 

LOD Challenge day#02 @ Tokyo

  • 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