Download - GenomeQuest -- The Bioinformatics Bottleneck

Transcript
Page 1: GenomeQuest -- The Bioinformatics Bottleneck

The Bioinformatics Bottleneck

Page 2: GenomeQuest -- The Bioinformatics Bottleneck

% Time Spent on NGS Lifecycle*

* source: IlluminaConnect Presentation

Page 3: GenomeQuest -- The Bioinformatics Bottleneck

% Cost Breakdown*

* source: IlluminaConnect Presentation

Page 4: GenomeQuest -- The Bioinformatics Bottleneck
Page 5: GenomeQuest -- The Bioinformatics Bottleneck

Why not?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

Page 6: GenomeQuest -- The Bioinformatics Bottleneck

“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

Page 7: GenomeQuest -- The Bioinformatics Bottleneck

“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

Page 8: GenomeQuest -- The Bioinformatics Bottleneck

“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

Page 9: GenomeQuest -- The Bioinformatics Bottleneck

Questions for the Bioinformaticist

Page 10: GenomeQuest -- The Bioinformatics Bottleneck

Have you ever compared two different mapping algorithms?

Page 11: GenomeQuest -- The Bioinformatics Bottleneck

Have you written a program to simulate reads and error rates?

Page 12: GenomeQuest -- The Bioinformatics Bottleneck

Have you ever written a parser to work with a BAM/SAM, BLAST, GFF, or FASTA file?

Page 13: GenomeQuest -- The Bioinformatics Bottleneck

Have you ever installed a genome browser onto a UNIX machine?

Page 14: GenomeQuest -- The Bioinformatics Bottleneck

Do people come to your office and ask you to write PERL scripts to transform format A into format B?

Page 15: GenomeQuest -- The Bioinformatics Bottleneck

Have you compared the Broad’s SNP-calling pipeline to BGI’s?

Page 16: GenomeQuest -- The Bioinformatics Bottleneck

Do you scan the literature looking for new alignment algorithms?

Page 17: GenomeQuest -- The Bioinformatics Bottleneck

Ever built up a data center to back up NGS data?

Page 18: GenomeQuest -- The Bioinformatics Bottleneck

Ever provisioned any hardware on Amazon’s EC2?

Page 19: GenomeQuest -- The Bioinformatics Bottleneck

You’re doing the same thing as all of your competitors.

Page 20: GenomeQuest -- The Bioinformatics Bottleneck
Page 21: GenomeQuest -- The Bioinformatics Bottleneck

What Pharma Researchers

Tell Me

Page 22: GenomeQuest -- The Bioinformatics Bottleneck

“I’ve been waiting 4 months for my bioinformatics team to do my NGS analysis.”

Page 23: GenomeQuest -- The Bioinformatics Bottleneck

“I can’t easily share and collaborate with these large data volumes.”

Page 24: GenomeQuest -- The Bioinformatics Bottleneck

“When I finally get my data back I can’t interact with it.”

Page 25: GenomeQuest -- The Bioinformatics Bottleneck

“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.

Page 26: GenomeQuest -- The Bioinformatics Bottleneck

“My bioinfo support team is getting better at handling one exome, but I’m sequencing 1000 exomes this month.

Page 27: GenomeQuest -- The Bioinformatics Bottleneck

“I guess my only hope is to learn UNIX?”

Page 28: GenomeQuest -- The Bioinformatics Bottleneck

What the Industry is doing

Page 29: GenomeQuest -- The Bioinformatics Bottleneck
Page 30: GenomeQuest -- The Bioinformatics Bottleneck
Page 31: GenomeQuest -- The Bioinformatics Bottleneck
Page 32: GenomeQuest -- The Bioinformatics Bottleneck
Page 33: GenomeQuest -- The Bioinformatics Bottleneck

Provocation

Page 34: GenomeQuest -- The Bioinformatics Bottleneck

Develop, Communicate, and Roll-out Corporate Strategy

Page 35: GenomeQuest -- The Bioinformatics Bottleneck

Stop Building Better Mousetraps

Page 36: GenomeQuest -- The Bioinformatics Bottleneck

Stop building data centers

Page 37: GenomeQuest -- The Bioinformatics Bottleneck

Read This Book.

Page 38: GenomeQuest -- The Bioinformatics Bottleneck

Budget Realistically.

Page 39: GenomeQuest -- The Bioinformatics Bottleneck

Empower your departments and be there to support them with agility.

Page 40: GenomeQuest -- The Bioinformatics Bottleneck

Know What Business You’re In

Page 41: GenomeQuest -- The Bioinformatics Bottleneck

The Bioinformatics Bottleneck