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The Bioinformatics Bottleneck
% Time Spent on NGS Lifecycle* * source: IlluminaConnect Presentation
% Cost Breakdown* * source: IlluminaConnect Presentation
 
Why not? p-values   diagnostics   translational medicine   1000 genomes   clinical   personalized medicine   inheritance patterns  pathology  my genome   ms cure   population study   biological significance   genomic medicine   cancer genomics   pharmacogenomics  HIPPA compliance
“ I want to outsource  the elements of our research pipeline that are  pre-competitive .” - VP Research, unnamed Top 10 pharma “ We’ve decided to  build our own  internal pipeline for managing sequence data.” - Director of Bioinformatics, same company
“ We need to be  innovative straight across the company .” - CEO, Unnamed Top 5 pharma “ We don’t have a genomics strategy .” - Director of Bioinformatics, same company “ Collaborations  to rescue drugs  using genomics  are a  key strategy  for us this year.” - VP Translational Medicine, same company
“ We want to  keep our intellectual property safe  and secure.” - Chief Counsel, Top 10 pharma “ Over  50% of our company  compares proprietary sequences directly against the  open, unsecured NCBI  website.” - Director of Bioinformatics, same company
Questions for the Bioinformaticist
Have you ever  compared  two different  mapping algorithms ?
Have you written a program to  simulate reads and error rates ?
Have you ever  written a parser  to work with a BAM/SAM, BLAST, GFF, or FASTA file?
Have you ever  installed a genome browser  onto a UNIX machine?
Do people come to your office and ask you to write PERL scripts to  transform format A into format B ?
Have you  compared  the  Broad’s  SNP-calling pipeline to  BGI’s ?
Do you  scan the literature  looking for  new alignment algorithms ?
Ever built up a data center to  back up NGS data ?
Ever provisioned any hardware on Amazon’s  EC2 ?
You’re doing the same thing as all of your competitors.
 
What Pharma Researchers Tell Me
“ I’ve been waiting  4 months  for my bioinformatics team to do my NGS analysis.”
“ I can’t easily share and collaborate with these large data volumes.”
“ When I finally get my data back I  can’t interact with it .”
“ NGS could be used today  in drug rescue but we’re working on a  corporate IT strategy  that will take  12 months  to shake out.
“ My bioinfo support team is getting better at handling one exome, but I’m  sequencing 1000 exomes  this month.
“ I guess my only hope is to  learn UNIX ?”
What the Industry is doing
 
 
 
 
Provocation
Develop, Communicate, and Roll-out Corporate Strategy
Stop Building Better Mousetraps
Stop building data centers
Read This Book.
Budget Realistically.
Empower your departments and be there to support them with agility.
Know What Business You’re In
The Bioinformatics Bottleneck

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GenomeQuest -- The Bioinformatics Bottleneck