UC, San Diego
Department of Medicine
   Trey Ideker Lab

      SCSN@UCLA
       Dec. 13, 2009
Keiichiro Ono
UCSD Dept. of Medicine
   Trey Ideker Lab

 Research Associate /
  Software Engineer

E-mail: kono@ucsd.edu
     Twitter: c_z
•
•
•
•
生命を理解する道具としての計算機  SCSN@UCLA
•
•

    • DNA =   (ATGC)
•

    • DNA =          (ATGC)

       •      DNA=
•

    • DNA =          (ATGC)

       •      DNA=

    •         =
•

    • DNA =          (ATGC)

       •      DNA=

    •         =

    •    =
Bioinformatics
•
    ‣
生命を理解する道具としての計算機  SCSN@UCLA
•
    •
    •
        •   1981   Smith-Waterman Algorithm (           )



    •
        •   1986                           Leroy Hood




    •
        •   1988     NCBI
•

    •
        •   1990   BLAST

             •


    •
•

    •
        •   EBI (European Bioinformatics Institute, UK), KEGG (Kyoto Encyclopedia of
            Genes and Genomes, Japan)


    •

    •
        •   BioPerl
•
    • 2000
    •
       •   Ensembl

       •   UCSC Genome Browser


    •
    • Y2H
•
    •
        •
    •

        • R / Bioconductor
    •
•
    •
    •
    •       / Run

        •
GenBank Data
Year   Base Pairs             Sequences              http://www.ncbi.nlm.nih.gov/Genbank/genbankstats.html
1982                680,338                   606
1983            2,274,029                    2,427
1984            3,368,765                    4,175
1985            5,204,420                    5,700
1986            9,615,371                    9,978
1987          15,514,776                    14,584
1988          23,800,000                    20,579
1989          34,762,585                    28,791
1990          49,179,285                    39,533
1991          71,947,426                    55,627
1992         101,008,486                    78,608
1993         157,152,442                   143,492
1994         217,102,462                   215,273
1995         384,939,485                   555,694
1996         651,972,984               1,021,211
1997        1,160,300,687             1,765,847
1998        2,008,761,784             2,837,897
1999        3,841,163,011             4,864,570
2000       11,101,066,288            10,106,023
2001       15,849,921,438            14,976,310
2002       28,507,990,166            22,318,883
2003       36,553,368,485            30,968,418
2004       44,575,745,176            40,604,319
2005   56,037,734,462         52,016,762
2006   69,019,290,705         64,893,747
2007   83,874,179,730         80,388,382
2008   99,116,431,942         98,868,465
•
    •
    •
        PC
生命を理解する道具としての計算機  SCSN@UCLA
•
    •

•
•
•
•
    •

•
•
•
生命を理解する道具としての計算機  SCSN@UCLA
•
•
    •
•


•

    ★
•
    (PPI)



•

•

•
生命を理解する道具としての計算機  SCSN@UCLA
BioGRID Human Interactome
•

•
    PPI
•
    •


•
    •

•
Cytoscape
生命を理解する道具としての計算機  SCSN@UCLA
I/O             Import most standard   Import networks, attributes   WikiPathways      BiNoM                    BioNetBuilder    Droid
                formats                via web services




Analysis        Network Analyzer       BiNGO                         mCode             ClusterMaker             jActiveModules   VistaClara




Inference       MiMI                   Agilent Literature Search     CytoProphet       Expression Correlation   Domain Graph     Monet




                Mondrian               GLay                          ClueGO            CyOOG                    Cerebral         Bubble
Visualization                                                                                                                    Router




Structure &     SFLD Loader            StructureViz                  Cheminformatics   DrugViz                  OmicsViz         MetaNetter

Chemistry
Cytoscape
•
•
生命を理解する道具としての計算機  SCSN@UCLA
•
    • Human-curated reference pathways
    • Large-scale PPI
    • Annotation for components
    • etc.
       •
• NCBI
• EBI
• DBCLS
•
•

•   API
•       DBCLS EBI

•
• BioHackathon
   • Web Service API
BioHackathon
2009 in Japan

✤   End of March, 2009 in
    DBCLS(Tokyo)/
    OIST(Okinawa)

✤   Roughly 70% of the attendees
    were developers, 30% were
    users (biologists)

✤   Discuss and hack hot topics in
    bioinformatics software/
    system
•
•
•   TV
生命を理解する道具としての計算機  SCSN@UCLA
生命を理解する道具としての計算機  SCSN@UCLA
生命を理解する道具としての計算機  SCSN@UCLA
生命を理解する道具としての計算機  SCSN@UCLA
生命を理解する道具としての計算機  SCSN@UCLA
生命を理解する道具としての計算機  SCSN@UCLA
http://sourceforge.net/apps/mediawiki/bio2rdf/index.php?title=File:Bio2rdfmap_blanc.png
•

•
    •
        ?
生命を理解する道具としての計算機  SCSN@UCLA
•

    •
        ≠
•
•
•

•
•
•
    • Python / Ruby
    • R / Bioconductor
•

•
    •

    •
•


•
http://www.cytoscape.org/

    kono@ucsd.edu

     Twitter ID: c_z
Thank You!

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生命を理解する道具としての計算機  SCSN@UCLA

  • 1. UC, San Diego Department of Medicine Trey Ideker Lab SCSN@UCLA Dec. 13, 2009
  • 2. Keiichiro Ono UCSD Dept. of Medicine Trey Ideker Lab Research Associate / Software Engineer E-mail: [email protected] Twitter: c_z
  • 5.
  • 6. • DNA = (ATGC)
  • 7. • DNA = (ATGC) • DNA=
  • 8. • DNA = (ATGC) • DNA= • =
  • 9. • DNA = (ATGC) • DNA= • = • =
  • 11.
  • 13. • • • 1981 Smith-Waterman Algorithm ( ) • • 1986 Leroy Hood • • 1988 NCBI
  • 14. • • 1990 BLAST • •
  • 15. • • EBI (European Bioinformatics Institute, UK), KEGG (Kyoto Encyclopedia of Genes and Genomes, Japan) • • • BioPerl
  • 16. • 2000 • • Ensembl • UCSC Genome Browser • • Y2H
  • 17. • • • • R / Bioconductor •
  • 18. • • • / Run •
  • 19. GenBank Data Year Base Pairs Sequences http://www.ncbi.nlm.nih.gov/Genbank/genbankstats.html 1982 680,338 606 1983 2,274,029 2,427 1984 3,368,765 4,175 1985 5,204,420 5,700 1986 9,615,371 9,978 1987 15,514,776 14,584 1988 23,800,000 20,579 1989 34,762,585 28,791 1990 49,179,285 39,533 1991 71,947,426 55,627 1992 101,008,486 78,608 1993 157,152,442 143,492 1994 217,102,462 215,273 1995 384,939,485 555,694 1996 651,972,984 1,021,211 1997 1,160,300,687 1,765,847 1998 2,008,761,784 2,837,897 1999 3,841,163,011 4,864,570 2000 11,101,066,288 10,106,023 2001 15,849,921,438 14,976,310 2002 28,507,990,166 22,318,883 2003 36,553,368,485 30,968,418 2004 44,575,745,176 40,604,319 2005 56,037,734,462 52,016,762 2006 69,019,290,705 64,893,747 2007 83,874,179,730 80,388,382 2008 99,116,431,942 98,868,465
  • 20. • • PC
  • 22. • • • •
  • 23. • • • •
  • 25. • •
  • 26. • •
  • 27. (PPI) • • •
  • 30. • • PPI
  • 31. • • • •
  • 34. I/O Import most standard Import networks, attributes WikiPathways BiNoM BioNetBuilder Droid formats via web services Analysis Network Analyzer BiNGO mCode ClusterMaker jActiveModules VistaClara Inference MiMI Agilent Literature Search CytoProphet Expression Correlation Domain Graph Monet Mondrian GLay ClueGO CyOOG Cerebral Bubble Visualization Router Structure & SFLD Loader StructureViz Cheminformatics DrugViz OmicsViz MetaNetter Chemistry
  • 38. • Human-curated reference pathways • Large-scale PPI • Annotation for components • etc. •
  • 40. • • • API
  • 41. DBCLS EBI • • BioHackathon • Web Service API
  • 42. BioHackathon 2009 in Japan ✤ End of March, 2009 in DBCLS(Tokyo)/ OIST(Okinawa) ✤ Roughly 70% of the attendees were developers, 30% were users (biologists) ✤ Discuss and hack hot topics in bioinformatics software/ system
  • 51. • • • ?
  • 53. • ≠
  • 55. • • • Python / Ruby • R / Bioconductor
  • 56. • • • •

Editor's Notes