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BioGPS and mygene.info:
Consuming and Providing Cloud
    Computing Resources
        Molecular Med Tri-Con
         February 20, 2012

         Andrew Su, Ph.D.
           http://sulab.org
            @andrewsu
            +Andrew Su
          asu@scripps.edu
2
High-throughput molecular profiling is powerful



         m/z

                                   Gene/protein
                                       list




                                     Testable
                                    hypothesis
3

20 million papers
900,000 new papers / year
4
Gene databases are numerous and overlapping




                            … and hundreds
                               more …
5
Community extensibility and user customizability




                   http://biogps.org
6
Crowdsourcing depends on positive feedback

                       Utility




                         1   100
                   2               200




   Contributors                          Users
7
Utility: A simple and universal plugin interface
         Utility




Contributors       Users
8
Utility: A simple and universal plugin interface
         Utility




Contributors       Users
9
Utility: A simple and universal plugin interface
         Utility




Contributors       Users
10
Utility: A simple and universal plugin interface
         Utility




Contributors       Users
11
Utility: A simple and universal plugin interface
         Utility




Contributors       Users
12
Utility: A simple and universal plugin interface
         Utility




Contributors         Users




                       Total of 389 gene-centric online
                   databases registered as BioGPS plugins
13
Users: BioGPS has critical mass
         Utility           Daily pageviews




Contributors       Users




   • > 4100 registered users                      Top 10 organizations
   • 4000 unique visitors per week           1.     Harvard     6. Cambridge
                                             2.     NIH         7. U Penn
   • 40,000 page views per week
                                             3.     UCSD        8. Stanford
                                             4.     Scripps     9. Wash U
                                             5.     MIT         10. UNC
14
Contributors: Explicit and implicit knowledge
         Utility




Contributors       Users




     389 plugins registered
      (65% publicly shared)

         by over 75 users

    spanning 150+ domains
15
BioGPS architecture




      http://mygene.info
16
mygene.info architecture

http://mygene.info



                     NGINX
17
BioGPS as a cloud computing consumer
                   EC2 Small

                                       EC2 Micro




              NGINX


                                  Total monthly cost: ~$100



       EC2 Micro      EC2 Micro
18
BioGPS as a cloud computing provider
       Use case: Create web application to display
           custom Affymetrix data
                                                          Gene Annotation
                                                            as a Service
                                          “CDK2”              (GAaaS)




     “204252_at”
                               Users

     Users                     Developers

     Developers                                                Users
                                           204252_at
                                                               Developers
                  Expression




                                       Data set samples
19
Gene query web service
http://mygene.info/query?q=204252_at
http://mygene.info/query?q=P24941
http://mygene.info/query?q=GO:0000307
http://mygene.info/query?q=cdk?
http://mygene.info/query?q=cdk2
20
Gene annotation web service
http://mygene.info/query?q=cdk*   http://mygene.info/gene/1017
21
Optimized for performance in web apps



                        10
             Time (s)

                         1


                        0.1


                    0.01
                              10   100      1000    10000   100000
                                         # of query terms
                                         # of hits


    More documentation (paging, sorting, filtering, etc.)
        plus code snippets at http://mygene.info.
22
The future of BioGPS




                    Third party
                 content providers
23
The future of BioGPS




                                        Semantic
                                     interpretation,
                                         change
                                     detection, etc.


                    Third party
                 content providers
24

       Group members                                    Contact

Erik Clarke         Ian Macleod                      http://sulab.org
Ben Good            Chunlei Wu                      asu@scripps.edu
Salvatore Loguercio                                    @andrewsu
                                                      +Andrew Su




                           Funding and Support

                              (BioGPS: GM83924,
                             Gene Wiki: GM089820)

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20120220 Tri-Con Cloud Computing Symposium

  • 1. BioGPS and mygene.info: Consuming and Providing Cloud Computing Resources Molecular Med Tri-Con February 20, 2012 Andrew Su, Ph.D. http://sulab.org @andrewsu +Andrew Su asu@scripps.edu
  • 2. 2 High-throughput molecular profiling is powerful m/z Gene/protein list Testable hypothesis
  • 3. 3 20 million papers 900,000 new papers / year
  • 4. 4 Gene databases are numerous and overlapping … and hundreds more …
  • 5. 5 Community extensibility and user customizability http://biogps.org
  • 6. 6 Crowdsourcing depends on positive feedback Utility 1 100 2 200 Contributors Users
  • 7. 7 Utility: A simple and universal plugin interface Utility Contributors Users
  • 8. 8 Utility: A simple and universal plugin interface Utility Contributors Users
  • 9. 9 Utility: A simple and universal plugin interface Utility Contributors Users
  • 10. 10 Utility: A simple and universal plugin interface Utility Contributors Users
  • 11. 11 Utility: A simple and universal plugin interface Utility Contributors Users
  • 12. 12 Utility: A simple and universal plugin interface Utility Contributors Users Total of 389 gene-centric online databases registered as BioGPS plugins
  • 13. 13 Users: BioGPS has critical mass Utility Daily pageviews Contributors Users • > 4100 registered users Top 10 organizations • 4000 unique visitors per week 1. Harvard 6. Cambridge 2. NIH 7. U Penn • 40,000 page views per week 3. UCSD 8. Stanford 4. Scripps 9. Wash U 5. MIT 10. UNC
  • 14. 14 Contributors: Explicit and implicit knowledge Utility Contributors Users 389 plugins registered (65% publicly shared) by over 75 users spanning 150+ domains
  • 15. 15 BioGPS architecture http://mygene.info
  • 17. 17 BioGPS as a cloud computing consumer EC2 Small EC2 Micro NGINX Total monthly cost: ~$100 EC2 Micro EC2 Micro
  • 18. 18 BioGPS as a cloud computing provider Use case: Create web application to display custom Affymetrix data Gene Annotation as a Service “CDK2” (GAaaS) “204252_at” Users Users Developers Developers Users 204252_at Developers Expression Data set samples
  • 19. 19 Gene query web service http://mygene.info/query?q=204252_at http://mygene.info/query?q=P24941 http://mygene.info/query?q=GO:0000307 http://mygene.info/query?q=cdk? http://mygene.info/query?q=cdk2
  • 20. 20 Gene annotation web service http://mygene.info/query?q=cdk* http://mygene.info/gene/1017
  • 21. 21 Optimized for performance in web apps 10 Time (s) 1 0.1 0.01 10 100 1000 10000 100000 # of query terms # of hits More documentation (paging, sorting, filtering, etc.) plus code snippets at http://mygene.info.
  • 22. 22 The future of BioGPS Third party content providers
  • 23. 23 The future of BioGPS Semantic interpretation, change detection, etc. Third party content providers
  • 24. 24 Group members Contact Erik Clarke Ian Macleod http://sulab.org Ben Good Chunlei Wu asu@scripps.edu Salvatore Loguercio @andrewsu +Andrew Su Funding and Support (BioGPS: GM83924, Gene Wiki: GM089820)

Editor's Notes

  1. next gen sequencing identifies candidate genesAlso Microarray data, proteomics, GWAS, methylation, post-translational modifications, translocation detection, etc.What do these genes do?
  2. MODs and portals
  3. Genetics resources
  4. Literature resources
  5. Protein resources
  6. Pathway and expression databases
  7. Pathway and expression databases
  8. Nginx -- load balancing and reverse proxyTornado – application server (python)
  9. Nginx -- load balancing and reverse proxyTornado – application server (python)