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CSHL Genome Informatics: debriefing
Daniel S. Standage, 5 Nov 2013


Themes
 RNA-Seq
 Genomic variation
 Technical details matter

 Reproducibility
 Web-based tools
RNA-Seq
 De novo assembly
 Sreeram Kannan, Lior Pachter, David Tse
 Bayesembler

 Quantification
 Sailfish
 Lior Pachter?
Genomic variation
 MedSavant
 GEMINI
 SCALPEL: indel ID via NGS

 Others
 Genome rearrangements
 SNPs
Technical details matter
 Reproducibility
 Software engineering
 Cyberinfrastructure

 Clear description of methods
Software engineering protips
 Version everything
 Test everything (and automate those tests)
 Review everything

 Measure everything
 Engage users
Reproducibility
 Don’t rely on a single assembly
 Don’t rely on a single source of annotation
 Genome sequenced twice at deep (60x) coverage,

variants ID’d; only 94% agreed
Web-based tools
 Utilize ubiquitous browser
 Most are open source, some offer VM distro
 APIs and SDKs
 integration
 extension
 programmatic access
A few talks of interest
 Mario Stanke: comparative gene finding
 Lior Pachter: RNA-Seq methods, units
 Michael Snyder: integrative “Snyderome”

 Sreeram Kannan: RNA-Seq assembly
 Rob Patro: Sailfish
 Chung-chao Hon: natural antisense transcripts

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Brendel Group Presentation: 5 Nov 2013

  • 1. CSHL Genome Informatics: debriefing Daniel S. Standage, 5 Nov 2013 
  • 2. Themes  RNA-Seq  Genomic variation  Technical details matter  Reproducibility  Web-based tools
  • 3. RNA-Seq  De novo assembly  Sreeram Kannan, Lior Pachter, David Tse  Bayesembler  Quantification  Sailfish  Lior Pachter?
  • 4. Genomic variation  MedSavant  GEMINI  SCALPEL: indel ID via NGS  Others  Genome rearrangements  SNPs
  • 5. Technical details matter  Reproducibility  Software engineering  Cyberinfrastructure  Clear description of methods
  • 6. Software engineering protips  Version everything  Test everything (and automate those tests)  Review everything  Measure everything  Engage users
  • 7. Reproducibility  Don’t rely on a single assembly  Don’t rely on a single source of annotation  Genome sequenced twice at deep (60x) coverage, variants ID’d; only 94% agreed
  • 8. Web-based tools  Utilize ubiquitous browser  Most are open source, some offer VM distro  APIs and SDKs  integration  extension  programmatic access
  • 9. A few talks of interest  Mario Stanke: comparative gene finding  Lior Pachter: RNA-Seq methods, units  Michael Snyder: integrative “Snyderome”  Sreeram Kannan: RNA-Seq assembly  Rob Patro: Sailfish  Chung-chao Hon: natural antisense transcripts