UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
Scaling citizen science genomics
1. DIYgenomics Open-source preventive medicine and scaling citizen science genomics Melanie Swan Founder DIYgenomics 650-681-9482 @DIYgenomics www.DIYgenomics.org [email_address] July 28, 2011, OSCON, Portland OR Slides: http://slideshare.net/LaBlogga
2.
3. Biology is an information technology July 28, 2011 DIYgenomics.org Image credit: http://pubs.acs.org/cen/_img/87/i50/8750cover2_law.gif I hate you 010010010010000001101 0 000110 000 1011101000110010100100000011110010110111101110101 I love you 01001001001000000110110001101111011101100110010100100000011110010110111101110101 Image credit: http://www.nanoporetech.com/sequences 4th Gen: Electronic Sequencing
4. Biology is the information technology July 28, 2011 DIYgenomics.org Image credit: J. Craig Venter Institute Image credit: Anthony Atala lab Image credit: Thomas Matthiesen Artificial cell booted to life Algal biofuel Image credit: http://www.rexresearch.com Whole organ decellularization and recellularization (heart) Organ regeneration (urethra) DNA nanotechnology latch box for drug delivery Image credit: Aarhus University
5. Agenda July 28, 2011 DIYgenomics.org Citizen science progress to date Scaling citizen science Grand vision next steps Image credit: http://www.gettyimages.com
6.
7.
8. Consumer genomics test landscape July 28, 2011 DIYgenomics.org Single/few condition Multiple condition Whole genome Cost 1 Lower cost with family group or medical condition Service Breadth Public studies Matchmaking ScientificMatch $1,995 GenePartner $10-$99 Paternity Genelex $200-$475 Identigene $149-$399 Pregnancy Screening Counsyl $349 Nutrigenomics APO E Gene Diet $389 Inherent Health $99 Coriell 15 conditions Scripps (Navigenics) 28 conditions Pers. Genome Proj. Conditions undisclosed Harvard Med. Sch. Genetic disorders, Predisposition DNA Direct $200-$3,500 Matrix Genomics $199-$799 Drug sensitivity, $ Exome 23andme 201 conditions Navigenics* 40 conditions deCODEme 49 conditions $1,000 $99 $299 Genomics 71 conditions Pathway* $2,500 $999 $2,000 $985 *Must be physician-ordered Knome EdgeBio $6,000 $19,500 Knome Illumina $48,000 $350,000 $99,500 $68,500 $5,000 1 $39,500
9.
10. Consumer genomics: interpretation variance July 28, 2011 DIYgenomics.org Source: www.DIYgenomics.org and Swan, M. Multigenic Condition Risk Assessment in Direct-to-Consumer Genomic Services. Genet. Med. 2010, May;12(5):279-88. Private data upload: Marat Nepomnyashy
11.
12. Citizen science health landscape July 28, 2011 DIYgenomics.org Source: Extended from Swan, M. Emerging patient-driven health care models: an examination of health social networks, consumer personalized medicine and quantified self-tracking. Int. J. Environ. Res. Public Health 2009 , 2, 492-525. Health collaboration communities Health social networks
13. Lifecycle of a health condition July 28, 2011 DIYgenomics.org Pre-clinical (80%) Clinical (20%) Preventive medicine Long-tail medicine Self-tracking Wellness profiling Health community collaboration Applied healthspan engineering Traditional medicine Disease treatment Medical expertise Emergency Exceptions Time # conditions becoming clinical Goal: decrease in clinical conditions over time
14.
15.
16. Homocysteine metabolism pathway July 28, 2011 DIYgenomics.org Source: Swan, M., Hathaway, K., Hogg, C., McCauley, R., Vollrath, A. Citizen science genomics as a model for crowdsourced preventive medicine research. J Participat Med. 2010 Dec 23; 2:e20.
17.
18.
19. Personal health collaboration studies July 28, 2011 DIYgenomics.org More information: www.DIYgenomics.org www.DIYgenomics.org/DIYgenomics_poster.ppt
20. Agenda July 28, 2011 DIYgenomics.org Citizen science progress to date Scaling citizen science Grand vision next steps Image credit: http://www.gettyimages.com
21.
22.
23. Athletic performance July 28, 2011 DIYgenomics.org Image credit: http://www.istockphoto.com V = number of variants; % = ratio of favorable polymorphisms to total alleles for a sample individual; S = number of studies Source: Swan, M. Applied genomics: personalized interpretation of athletic performance GWAS. Jan 2011. Category Genes V % S Endurance, power, and energy Endurance ACE, ACTN3, ADRB2/ ADRB3, BDKRB2, COL5A1, GNB3 7 50 22 Power ACE, ACTN3, AGT 3 50 8 Energy HIF1A, PPARGC1A 3 25 9 Musculature, and heart and lung capacity Muscle fatigue and repair HNF4A, NAT2 and IL-1B 5 40 4 Strength HFE, HIF1A, IGF1, MSTN GDF8 5 17 15 Heart and lung capacity CREB1, KIF5B, NOS3, NPY and ADRB1, APOE, NRF1 9 36 11 Metabolism, recovery, and other Metabolism AMPD1, APOA1, PPARA, PPARD 5 50 9 Recovery CKMM/CKM, IL6 2 50 5 Ligament and tendon strength Ligament strength COL1A1, COL5A1, CILP 3 50 4 Tendon strength COL1A1, COL5A1, GDF5, MMP3 7 63 5
24. Study design template: MTHFR example July 28, 2011 DIYgenomics.org Source: http://diygenomics.pbworks.com http://diygenomics.pbworks.com/w/file/36469280/DIYgenomics+study+design+template+blank.doc Cyanocobalamin Image credit: http://wikimedia.org
25. DIYgenomics study ecosystem – CRO 2.0 July 28, 2011 DIYgenomics.org Sponsors Funders Study manager Graduate student partner* Study operation platform (Genomera) Study advisors* Participants Oversight (IRB) * Domain expert
26.
27.
28.
29. Agenda July 28, 2011 DIYgenomics.org Citizen science progress to date Scaling citizen science Grand vision next steps Image credit: http://www.gettyimages.com
30.
31.
32.
33.
34.
35.
36. Circles of preventive medicine July 28, 2011 DIYgenomics.org Individual 2. Preventive Care Health Social Networks Citizen Science Studies Health Advisors 3. Traditional health care system and physicians 1. Automated digital health monitoring Source: Extended from Swan, M. Emerging patient-driven health care models: an examination of health social networks, consumer personalized medicine and quantified self-tracking. Int. J. Environ. Res. Public Health 2009 , 2, 492-525.
37. Health self-management July 28, 2011 DIYgenomics.org Source: Extended from Swan, M. Emerging patient-driven health care models: an examination of health social networks, consumer personalized medicine and quantified self-tracking. Int. J. Environ. Res. Public Health 2009 , 2, 492-525, Figure 1.
38. Thank you! Melanie Swan Founder DIYgenomics 650-681-9482 @DIYgenomics www.DIYgenomics.org [email_address] Slides: http://slideshare.net/LaBlogga Creative Commons 3.0 license Collaborators: Lorenzo Albanello Janet Chang Cindy Chen Jon Dekay John Furber Eri Gentry Kristina Hathaway Takashi Kido Laura Klemme Lucymarie Mantese Raymond McCauley Louis Nahum Marat Nepomnyashy Ted Odet Roland Parnaso William Reinhardt Greg Smith Aaron Vollrath Lawrence S. Wong Crowd-sourced clinical trials Personal genome apps