pistoia alliance conference april 2016: big data: introduction

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Big (Biomedical) Data Panel discussion (Chair) Fiona Nielsen, CEO, DNAdigest and Repositive Adam Auton, Senior Statistical Geneticist, 23andMe Mathew Woodwark, Director of Research Bioinformatics, MedImmune Eric Little, VP Data Science, Osthus

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Page 1: Pistoia Alliance conference April 2016: Big Data: Introduction

Big (Biomedical) DataPanel discussion

• (Chair) Fiona Nielsen, CEO, DNAdigest and Repositive

• Adam Auton, Senior Statistical Geneticist, 23andMe

• Mathew Woodwark, Director of Research Bioinformatics, MedImmune

• Eric Little, VP Data Science, Osthus

Page 2: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – chair introduction

Pistoia Alliance European Conference 2016 210 May, 2016

• Fiona Nielsen, CEO of DNAdigest and

Repositive

Page 3: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 310 May, 2016

• High throughput technologies – biology is

moving from the lab to the computer

2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Genomes Sequenced

80+PB

Sequenced

every year

Page 4: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 410 May, 2016

• Growing interest and growing databanks

Page 5: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 510 May, 2016

• Genomics, Proteomics, metabolomics, all the

omics!

Page 6: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 610 May, 2016

• Challenges in all dimensions of big data:

Volume, Velocity, Variety, Veracity

Page 7: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 710 May, 2016

Assay Types

Dedicated to…

Page 8: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 810 May, 2016

1

10

100

1000

10000

100000

1000000

Sam

ple

# (

Log1

0)

Top 5:GEO (1.8M)PMI Cohort Program (1M)Auria Biopankki (1M)EGA (~0.6M)SRA (~0.5M)

Page 9: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 910 May, 2016

Aboriginals

African Americans

Africans

Australians

Chinese

MalaysIndians

DanishDutch Estonian

Russian

European Ancestry

FinnishIcelandic

JapaneseKorean

Latin Americans

Saudi

Swedish

Page 10: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 1010 May, 2016

9475600

88

660

26

68

5062

3

25

0

0

23

International

Interesting site to look at: http://omicsmaps.com/stats

Page 11: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 1110 May, 2016

• Challenges in all dimensions of big data: How to

collect? How to store? How to analyse?

Page 12: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 1210 May, 2016

• Challenges for international research

community: How to work across borders and

silos?

Page 13: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 1310 May, 2016

• Additional challenges for biomedical: Data

privacy, data governance, patient consent,

medical legislation

Page 14: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 1410 May, 2016

• How will the landscape change when genomics

moves to the clinic?

?

Page 15: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 1510 May, 2016

• Is Big Data a promise of Big Findings?

?

Page 16: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 1610 May, 2016

• Community-led databanks: patient groups,

academia, the general public

Page 17: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big Biomedical Data – intro

Pistoia Alliance European Conference 2016 1710 May, 2016

• For our panel discussion:

• How can Pistoia Alliance members uncover

value from Big Biomedical Data?

Page 18: Pistoia Alliance conference April 2016: Big Data: Introduction

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Big (Biomedical) Data panel speakers:

Pistoia Alliance European Conference 2016 1810 May, 2016

Adam Auton

Senior Statistical Geneticist, 23andMe

Mathew Woodwark

Director of Research Bioinformatics,

MedImmune

Eric Little

VP Data Science, Osthus

Page 19: Pistoia Alliance conference April 2016: Big Data: Introduction

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Thanks to our panel speakers:

Pistoia Alliance European Conference 2016 1910 May, 2016

Adam Auton

Senior Statistical Geneticist, 23andMe

Mathew Woodwark

Director of Research Bioinformatics,

MedImmune

Eric Little

VP Data Science, Osthus