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Powering the genomics revolution
Genomics applications in the cloud
with the DNAnexus Platform
Andrey	
  Kislyuk	
  
SFAF	
  2013	
  
What drives DNAnexus?
Grad	
  students,	
  industry	
  scien9sts,	
  researchers.	
  
We	
  kept	
  hi>ng	
  bioinforma9cs	
  roadblocks.	
  
– Don’t	
  know	
  how	
  much	
  compute	
  we’ll	
  need	
  
– Resource	
  conten9on	
  
– I/O	
  boKlenecks	
  
– Storage	
  shortages	
  
– Bad	
  interfaces	
  
– Byzan9ne	
  IT	
  
– Overpriced	
  and	
  underu-lized	
  
– Blocks	
  clinical	
  applica-ons	
  
What if there was a way to…
Break IT limitations
Publish your tools
Work together
Powering the genomics revolution
It’s here.
The DNAnexus Platform
Configurable	
  cloud	
  infrastructure	
  for	
  genomics	
  
The DNAnexus Platform
Open	
  and	
  
comprehensive	
  
API	
  
The DNAnexus Platform
Open	
  and	
  
comprehensive	
  
SDK	
  
Linux	
  
OS	
  X	
  
Windows	
  
	
  
Upload	
  agents	
  
(Dropbox-­‐like)	
  
Powering the genomics revolution
Batteries are included
The DNAnexus Platform
Powerful	
  visualiza9on	
  tools	
  built	
  in	
  
The DNAnexus Platform
Powerful	
  visualiza9on	
  tools	
  built	
  in	
  
The DNAnexus Platform
Powerful	
  visualiza9on	
  tools	
  built	
  in	
  
The DNAnexus Platform
Quality	
  control	
  reports	
  
Your visualization engine here
(there’s an API for that)
Yes, we have Circos
Powering the genomics revolution
DNAnexus is ready
for clinical data
Secure, compliant, audited
Those are not just acronyms…
• All	
  data	
  encrypted	
  with	
  full-­‐disk	
  AES-­‐256	
  at	
  rest,	
  
SSL	
  on	
  the	
  move	
  
• Produc9on	
  access	
  controls	
  
• Third-­‐party	
  security	
  audits	
  
• Op9onal	
  2-­‐Factor	
  Auth	
  
• LXC	
  (Linux	
  Containers)	
  hypervisor	
  
• Auditable	
  by	
  user	
  
Your data is yours
We	
  will	
  never	
  hold	
  your	
  data	
  hostage	
  
– Always	
  exportable	
  
– Always	
  downloadable	
  
– We’re	
  not	
  allowed	
  to	
  look	
  at	
  it	
  
The DNAnexus Platform
Reliability	
  
• Triple	
  data	
  redundancy	
  
• Geographically	
  distributed	
  
• Job-­‐level	
  hardware	
  fault	
  tolerance	
  
• Reproducible	
  and	
  auditable	
  results	
  for	
  6+	
  years	
  
DNAnexus	
  is	
  ready	
  for	
  clinical	
  data	
  
Powering the genomics revolution
Blazing fast development
Open-source stack
App	
  wizard	
  
walks	
  you	
  through	
  app	
  crea1on	
  
Learn	
  by	
  example	
  
fork	
  our	
  repos	
  
Collaborate	
  
deploy	
  apps	
  from	
  GitHub	
  
	
  
Debug quickly
•  SDK	
  tools	
  for	
  debugging	
  
•  Jobs	
  start	
  in	
  5	
  seconds	
  under	
  most	
  
circumstances	
  
•  Real-­‐9me	
  job	
  logs	
  
Data standards
•  GTable:	
  Columnar	
  indexed	
  data	
  store	
  for	
  
genome	
  data	
  
– Suitable	
  for	
  storing	
  SAM,	
  GFF/GTF,	
  BED,	
  VCF,	
  etc.	
  
•  I/O	
  specifica9ons	
  
– Contracts	
  between	
  apps	
  enable	
  composi9on	
  
•  Data	
  type	
  defini9ons	
  and	
  validators	
  
Foundations for
Interoperability
Powering the genomics revolution
Massive on-demand compute
Instant-on supercomputer
at your fingertips…
…only when you need it
Spin up thousands of instances


Specify instance types


Pay by the second
Powering the genomics revolution
Community
Collaboration
DNAnexus Answers
A	
  community	
  working	
  together	
  
Instant collaboration
•  Eliminate	
  data	
  transfer	
  
headaches	
  
•  Collaborate	
  on	
  data,	
  
tools,	
  workflows	
  in	
  one	
  
environment	
  
•  Enable	
  bioinforma9cs	
  
experts	
  to	
  deliver	
  tools	
  
to	
  biologists	
  
So how do I add my app?
1. Run App Wizard
So how do I add my app?
app spec
2. Add entry point code
3. Build, test, publish
done
Reproducibility
Ever	
  try	
  to	
  reproduce	
  results	
  from	
  a	
  
bioinforma9cs	
  paper?	
  
How	
  about	
  CLIA	
  compliance?	
  
	
  
All	
  objects	
  are	
  versioned	
  
Analysis	
  I/O	
  is	
  read-­‐only	
  
Jobs	
  enter	
  into	
  project’s	
  permanent	
  record	
  
Publishing
Authors	
  who	
  publish	
  their	
  sohware	
  
•  Don’t	
  worry	
  about	
  suppor9ng	
  diverse	
  installs	
  
– You	
  installed	
  my	
  package	
  on	
  WHAT?	
  
•  Leverage	
  all	
  Plajorm	
  features	
  
– Accessible	
  UI	
  
•  Compose	
  with	
  other	
  apps	
  
– It’s	
  an	
  ecosystem	
  
– Publish	
  your	
  workflows	
  as	
  apps,	
  too	
  
Recognition
Users	
  are	
  encouraged	
  to	
  cite	
  app	
  authors	
  
One-­‐click	
  bibliographies	
  coming	
  soon	
  
Powering the genomics revolution
We care about
developers
DNAnexus developer program
•  $1000	
  credit	
  
•  App	
  Boun9es	
  
•  Featured	
  Apps	
  
Powering the genomics revolution
Vision
DNAnexus roadmap
•  App	
  mone9za9on	
  (Summer	
  2013)	
  
•  Channels	
  for	
  organiza9ons	
  
•  AWS	
  Glacier	
  –	
  cheap	
  data	
  archival	
  
•  Projects	
  as	
  publica9ons	
  
Supplementary	
  materials!	
  
	
  And	
  of	
  course…	
  
•  More	
  apps	
  
DNAnexus roadmap
Always	
  improving…	
  
…And	
  so	
  are	
  our	
  cloud	
  providers	
  
We	
  pass	
  on	
  the	
  savings	
  to	
  you	
  
DNAnexus vision
Unlock the potential for DNA-based
medicine and biotechnology
with a collaborative and scalable
data platform
DNAnexus is the platform for
publishing your algorithms
DNAnexus is the platform for
delivering genomics results to users
Powering the genomics revolution
Acknowledgments
DNAnexus is
Andreas Sundquist
Arend Sidow
Serafim Batzoglou
Evan Worley
George Asimenos
Joseph Dale
Lee Bendekgey
Mike Furness
Michael Kawai
Powering the genomics revolution
Thank you
dnanexus.com
Pricing: Individuals
Institutions
Volume	
  pricing	
  for	
  genome	
  centers	
  
	
  
20-­‐30%	
  cheaper	
  than	
  TCO	
  of	
  your	
  average	
  
neighborhood	
  cluster	
  

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Genomics Applications in the Cloud with the DNAnexus Platform