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Personalized Medicine: 
Are we there yet? 
Lecture at Brigham Young Unversity 
December 9, 2014 
Reid J. Robison, MD MBA
Personalized medicine: Are we here yet? 
Right now, we wait for a disease to occur, then we act 
The future is predictive, preventive & personalized
Precision Medicine 
The use of genomic information to identify disease 
origins, develop targeted therapies, and improve 
outcomes
The Sequencing Explosion
What is happening in healthcare? 
• Cancer moved from a single disease to hundreds of specific 
diseases 
• Medicine moves from targeting symptoms to targeting 
causes 
• Healthcare moved from defining diseases by organ system 
to defining them by mutations and networks 
• Genome sequencing moves to the clinic 
• Data science is transforming healthcare
Digital health goes mainstream 
• Sensors/trackers/devices 
• Your car has a dashboard, why don’t you? 
• We can do on our cell phone now what we could only dream of 
years ago 
• Look how fast we have gone from room-sized computers to 
powerful smart phones. What will healthcare look like in 20 years? 
• Of the 7 billion people on the planet, 6.2 billion have cell phones 
(and 91% keep them within 3 feet 24 hours a day)
Progress 
• Digital Health + Proactive patients = Progress 
towards Predictive, Preventive & Personalized medicine
From “patient” to “consumer” 
From “sickness” to “wellness” based 
• PAST 
• Doctor-centric 
• Doctor is the CEO of your 
health 
• One size fits all 
• Pay for costs & 
procedures 
• FUTURE 
• Patient-centric 
• Patient is in charge of his/ 
her health 
• Personalized medicine is 
the norm 
• Pay for outcomes & value
Drug development challenges 
• More costly than ever to bring a drug to market 
• Pharma is innovating less, buying/licensing instead 
(universities & small companies) 
• Orphan drug incentives 
• Disease advocacy groups are funding development
The Tipping Point 
• “We are on the tipping point of a whole new game in 
how we develop drugs.” 
Janet Woodcock, MD 
Director, Center for Drug Evaluation and Research, FDA
Venture Philanthropy 
• >$500 million per year in drug discovery 
• CF Foundation gave $75 million to Vertex 
• Kaleydeco FDA approved in 2012 
• “This is a breakthrough therapy for the cystic fibrosis 
community because current therapies only treat the 
symptoms of this genetic disease.” 
Janet Woodcock, MD 
Director, Center for Drug Evaluation and Research, FDA 
• Pfizer & CF Foundation in $58 million pact
Early signs of Outcome-based payment 
• Genzyme offers refund for treatment failure with 
kidney cancer drug Mozobil 
• Celgene offers partial refund to non-responders of 
CML/AML drug Vidaza 
• Breakthrough Hepatitis C treatment (Sovaldi) costs 
$1000 a pill but is worth it, and payers are paying 
• Can cure up to 90% of patients, with fewer 
side effects, in a fraction of the time
Personalized Medicine: Have we arrived? 
• 50% of cancer drugs approved in 2013 target specific deficits 
• Beyond targeted therapies: 
• Immunotherapy 
• Cell therapy 
• Gene therapy 
• Regenerative medicine 
• Antibody drug conjugates
Pharmacogenetics: Progress thus far 
Blood thinners 
• Coumadin: Works well, but narrow “therapeutic window,” risk of 
bleeding. Genetic variants in 2C9 and vitamin K genes influence 
response, guide dosing 
• Plavix: Genetic testing for 2C19 may identify patients who may not 
respond 
HIV treatment 
• Ziagen: before prescribing, doctors now routinely test for a genetic 
variant that makes you more likely to have side effects from the drug 
• Codeine: certain 2D6 mutations result in no analgesia, others result in 
side effects
More progress in Pharmacogenomics 
Cancer 
• Herceptin: Only works for women with HER2+ breast cancer 
• Iressa & Tarceva: Work much better for lung cancer with specific genetic variants 
• Erbitux & Vecitibix: Don’t work for 40% of colon cancers where the tumors have 
specific genetic mutations 
Neurology 
• Tegretol: Genetic variant (HLA-B*1502) increases risk for Stevens-Johnson 
syndrome 
Psychiatry 
• Celexa: 2C19 affects dosing, ABCB1 gene alters response
Still Learning: Beyond Genomics 
• “Junk” DNA matters 
• Genomes England: 100K genome project 
• Human epigenome project 
• Human microbiome project 
• Human proteome project 
• $100 million Obama BRAIN project 
Can we make healthcare more predictive & preventive to reverse or 
halt disease before it occurs and becomes too hard and costly to 
treat?
What does the future of healthcare look like? 
• The creative realization/consumerization of medicine: 
Retail healthcare is front-line 
• Decision-making shifts from doctors to patients & 
machine intelligence 
• Flood of data from sensors/apps 
• Price transparency (healthcare now is a menu without 
prices) 
• Reward for being healthy
The Future of Genomic Medicine 
• What does the $1,000 genome mean? 
• Now cheaper to do the whole genome than certain 
single gene tests 
• Newborn genome sequencing 
• Before long, everyone will get their genome 
sequenced and you (& your doctor) will query it at 
every important medical event throughout your life
Newborn sequencing 
“One can imagine a day when every newborn will have 
their genome sequenced at birth, and it would become a 
part of the electronic health record that could be used 
throughout the rest of the child’s life both to think about 
better prevention but also to be more alert to early 
clinical manifestations of a disease.” 
Alan Guttmacher 
Director, U.S. National Institute of 
Child Health and Human Development
Rapid Sequencing in the Newborn ICU 
• > 4 million babies are born each year in the U.S. 
• 1/20 babies born is admitted to the NICU 
• 1/3 of babies admitted to a NICU have genetic 
diseases 
• Every night in the NICU costs 
> $10,000
Why sequence newborns? 
• > 3,500 single-gene diseases have been characterized 
• Traditional genetic testing is only available for some. 
And how do you pick the rights test(s)? 
• Most genetic tests cost hundreds, even thousands of 
dollars each 
• At least 500 of these genetic diseases have a known 
treatment
NICU Sequencing: PKU 
• Babies born with the rare genetic disorder 
phenylketonuria (PKU) are unable to break down a 
certain amino acid, which can lead to brain damage 
and seizures 
• If found early enough, PKU is easily treated and 
children can move on with their lives
NICU Sequencing: SPR Deficiency 
• Muscle contractions due to mutations in the 
sepiapterin reductase gene respond to drugs that are 
ineffective against other movement disorders that 
may look the same, but have a different genetic 
underpinning
NICU Sequencing: CMT Disease 
• Symptoms of many genetic conditions, such as 
Charcot-Marie-Tooth (CMT), sometimes do not 
present until adulthood so a genetic test early-on 
could help to save the lives of older individuals
Newborn sequencing 
“Overall, [newborn sequencing] can save time, it can save 
lives, and a lot of times, it can save suffering.” 
Dr. Stephen Kingsmore 
Director, Center for Pediatric Genomic Medicine, Children’s Mercy Hospital
Data sharing & open access 
• Information is more valuable when 
shared 
• Metcalfe’s law: the value of a network is 
proportional to the square of the number 
of connected users of the system (n²) 
• Free the Data: Move from genetic 
scarcity to genetic abundance 
• Secrecy & silos hinder scientific progress
Reid J. Robison, MD MBA 
reid@tutegenomics.com
Photo Credits 
• Man and Helix - http://d1435t697bgi2o.cloudfront.net/wp-content/uploads/2013/05/personalized-medicine. 
jpg 
• 'Your Name Here' pill - http://www.genomicslawreport.com/wp-content/uploads/2011/06/Personalized- 
Medicine.jpg 
• Blue pills - http://mylocalhealthguide.com/wp-content/uploads/2011/05/Pills-http-www. 
sxc.huprofilepawel_231.jpg 
• FDA logo - http://www.fda.gov/graphics/FDAlogos1999/graphics/logo1c.gif 
• Cystic Fibrosis Foundation logo - http://fightcf.cff.org/gs13/image/national/cystic-fibrosis-foundation-2x.png 
• Pfizer logo - http://globalgenes.org/wp-content/uploads/2011/06/pfizer-logo.jpg 
• Sovaldi bottle - http://www.gannett-cdn.com/-mm-/b0a6e4c13b58024c480e09bb1b15d165a6b5c0a2/ 
c=0-86-3000-2336&r=x404&c=534x401/local/-/media/Phoenix/2014/06/19/ 
pnihepatitisdrug0620secondary.jpg 
• DNA in syringe - 
http://cdn.static-economist.com/sites/default/files/images/2014/03/blogs/economist-explains/ 
20140322_stp502.jpg
Photo Credits - cont’d 
• Stem cells - http://www.bitlifesciences.com/rmsc2014/images/gd/gd_2.jpg 
• Organs in petri dishes - http://media4.s-nbcnews.com/j/MSNBC/Components/Photo/_new/120910-hlt-regenerative-medicine- 
kb-1250p-4x3.grid-6x2.jpg 
• Human Epigenome Project logo - http://www.epigenome.org/images/HEC_title_B.gif 
• Newborn in DNA blanket - http://news.recombine.com/wp-content/uploads/2013/09/BabySeq.png 
• Newborn in incubator - http://www.nicuhelpinghands.org/wp-content/uploads/2013/02/20110923Gramkow0005.jpg 
• PKU test - http://upload.wikimedia.org/wikipedia/commons/1/16/Phenylketonuria_testing.jpg 
• Sepiaterin reductase - http://en.wikipedia.org/wiki/Sepiapterin_reductase#mediaviewer/File:Protein_SPR_PDB_1z6z.png 
• Charcot-Marie-Tooth disease - http://charcotmarietoothdisease.org/wp-content/uploads/2012/08/marie-charcot-tooth-disease. 
jpg 
• Purple chromosome - http://www.newautism.com/wp-content/uploads/2010/03/chromosome-300x272.jpg 
• Free the Data lock - http://ganis.spno.ca/wp-content/uploads/2012/02/data-unlocked.png

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Personalized Medicine: Are we there yet?

  • 1. Personalized Medicine: Are we there yet? Lecture at Brigham Young Unversity December 9, 2014 Reid J. Robison, MD MBA
  • 2. Personalized medicine: Are we here yet? Right now, we wait for a disease to occur, then we act The future is predictive, preventive & personalized
  • 3. Precision Medicine The use of genomic information to identify disease origins, develop targeted therapies, and improve outcomes
  • 5. What is happening in healthcare? • Cancer moved from a single disease to hundreds of specific diseases • Medicine moves from targeting symptoms to targeting causes • Healthcare moved from defining diseases by organ system to defining them by mutations and networks • Genome sequencing moves to the clinic • Data science is transforming healthcare
  • 6. Digital health goes mainstream • Sensors/trackers/devices • Your car has a dashboard, why don’t you? • We can do on our cell phone now what we could only dream of years ago • Look how fast we have gone from room-sized computers to powerful smart phones. What will healthcare look like in 20 years? • Of the 7 billion people on the planet, 6.2 billion have cell phones (and 91% keep them within 3 feet 24 hours a day)
  • 7. Progress • Digital Health + Proactive patients = Progress towards Predictive, Preventive & Personalized medicine
  • 8. From “patient” to “consumer” From “sickness” to “wellness” based • PAST • Doctor-centric • Doctor is the CEO of your health • One size fits all • Pay for costs & procedures • FUTURE • Patient-centric • Patient is in charge of his/ her health • Personalized medicine is the norm • Pay for outcomes & value
  • 9. Drug development challenges • More costly than ever to bring a drug to market • Pharma is innovating less, buying/licensing instead (universities & small companies) • Orphan drug incentives • Disease advocacy groups are funding development
  • 10. The Tipping Point • “We are on the tipping point of a whole new game in how we develop drugs.” Janet Woodcock, MD Director, Center for Drug Evaluation and Research, FDA
  • 11. Venture Philanthropy • >$500 million per year in drug discovery • CF Foundation gave $75 million to Vertex • Kaleydeco FDA approved in 2012 • “This is a breakthrough therapy for the cystic fibrosis community because current therapies only treat the symptoms of this genetic disease.” Janet Woodcock, MD Director, Center for Drug Evaluation and Research, FDA • Pfizer & CF Foundation in $58 million pact
  • 12. Early signs of Outcome-based payment • Genzyme offers refund for treatment failure with kidney cancer drug Mozobil • Celgene offers partial refund to non-responders of CML/AML drug Vidaza • Breakthrough Hepatitis C treatment (Sovaldi) costs $1000 a pill but is worth it, and payers are paying • Can cure up to 90% of patients, with fewer side effects, in a fraction of the time
  • 13. Personalized Medicine: Have we arrived? • 50% of cancer drugs approved in 2013 target specific deficits • Beyond targeted therapies: • Immunotherapy • Cell therapy • Gene therapy • Regenerative medicine • Antibody drug conjugates
  • 14. Pharmacogenetics: Progress thus far Blood thinners • Coumadin: Works well, but narrow “therapeutic window,” risk of bleeding. Genetic variants in 2C9 and vitamin K genes influence response, guide dosing • Plavix: Genetic testing for 2C19 may identify patients who may not respond HIV treatment • Ziagen: before prescribing, doctors now routinely test for a genetic variant that makes you more likely to have side effects from the drug • Codeine: certain 2D6 mutations result in no analgesia, others result in side effects
  • 15. More progress in Pharmacogenomics Cancer • Herceptin: Only works for women with HER2+ breast cancer • Iressa & Tarceva: Work much better for lung cancer with specific genetic variants • Erbitux & Vecitibix: Don’t work for 40% of colon cancers where the tumors have specific genetic mutations Neurology • Tegretol: Genetic variant (HLA-B*1502) increases risk for Stevens-Johnson syndrome Psychiatry • Celexa: 2C19 affects dosing, ABCB1 gene alters response
  • 16. Still Learning: Beyond Genomics • “Junk” DNA matters • Genomes England: 100K genome project • Human epigenome project • Human microbiome project • Human proteome project • $100 million Obama BRAIN project Can we make healthcare more predictive & preventive to reverse or halt disease before it occurs and becomes too hard and costly to treat?
  • 17. What does the future of healthcare look like? • The creative realization/consumerization of medicine: Retail healthcare is front-line • Decision-making shifts from doctors to patients & machine intelligence • Flood of data from sensors/apps • Price transparency (healthcare now is a menu without prices) • Reward for being healthy
  • 18. The Future of Genomic Medicine • What does the $1,000 genome mean? • Now cheaper to do the whole genome than certain single gene tests • Newborn genome sequencing • Before long, everyone will get their genome sequenced and you (& your doctor) will query it at every important medical event throughout your life
  • 19. Newborn sequencing “One can imagine a day when every newborn will have their genome sequenced at birth, and it would become a part of the electronic health record that could be used throughout the rest of the child’s life both to think about better prevention but also to be more alert to early clinical manifestations of a disease.” Alan Guttmacher Director, U.S. National Institute of Child Health and Human Development
  • 20. Rapid Sequencing in the Newborn ICU • > 4 million babies are born each year in the U.S. • 1/20 babies born is admitted to the NICU • 1/3 of babies admitted to a NICU have genetic diseases • Every night in the NICU costs > $10,000
  • 21. Why sequence newborns? • > 3,500 single-gene diseases have been characterized • Traditional genetic testing is only available for some. And how do you pick the rights test(s)? • Most genetic tests cost hundreds, even thousands of dollars each • At least 500 of these genetic diseases have a known treatment
  • 22. NICU Sequencing: PKU • Babies born with the rare genetic disorder phenylketonuria (PKU) are unable to break down a certain amino acid, which can lead to brain damage and seizures • If found early enough, PKU is easily treated and children can move on with their lives
  • 23. NICU Sequencing: SPR Deficiency • Muscle contractions due to mutations in the sepiapterin reductase gene respond to drugs that are ineffective against other movement disorders that may look the same, but have a different genetic underpinning
  • 24. NICU Sequencing: CMT Disease • Symptoms of many genetic conditions, such as Charcot-Marie-Tooth (CMT), sometimes do not present until adulthood so a genetic test early-on could help to save the lives of older individuals
  • 25. Newborn sequencing “Overall, [newborn sequencing] can save time, it can save lives, and a lot of times, it can save suffering.” Dr. Stephen Kingsmore Director, Center for Pediatric Genomic Medicine, Children’s Mercy Hospital
  • 26. Data sharing & open access • Information is more valuable when shared • Metcalfe’s law: the value of a network is proportional to the square of the number of connected users of the system (n²) • Free the Data: Move from genetic scarcity to genetic abundance • Secrecy & silos hinder scientific progress
  • 27. Reid J. Robison, MD MBA reid@tutegenomics.com
  • 28. Photo Credits • Man and Helix - http://d1435t697bgi2o.cloudfront.net/wp-content/uploads/2013/05/personalized-medicine. jpg • 'Your Name Here' pill - http://www.genomicslawreport.com/wp-content/uploads/2011/06/Personalized- Medicine.jpg • Blue pills - http://mylocalhealthguide.com/wp-content/uploads/2011/05/Pills-http-www. sxc.huprofilepawel_231.jpg • FDA logo - http://www.fda.gov/graphics/FDAlogos1999/graphics/logo1c.gif • Cystic Fibrosis Foundation logo - http://fightcf.cff.org/gs13/image/national/cystic-fibrosis-foundation-2x.png • Pfizer logo - http://globalgenes.org/wp-content/uploads/2011/06/pfizer-logo.jpg • Sovaldi bottle - http://www.gannett-cdn.com/-mm-/b0a6e4c13b58024c480e09bb1b15d165a6b5c0a2/ c=0-86-3000-2336&r=x404&c=534x401/local/-/media/Phoenix/2014/06/19/ pnihepatitisdrug0620secondary.jpg • DNA in syringe - http://cdn.static-economist.com/sites/default/files/images/2014/03/blogs/economist-explains/ 20140322_stp502.jpg
  • 29. Photo Credits - cont’d • Stem cells - http://www.bitlifesciences.com/rmsc2014/images/gd/gd_2.jpg • Organs in petri dishes - http://media4.s-nbcnews.com/j/MSNBC/Components/Photo/_new/120910-hlt-regenerative-medicine- kb-1250p-4x3.grid-6x2.jpg • Human Epigenome Project logo - http://www.epigenome.org/images/HEC_title_B.gif • Newborn in DNA blanket - http://news.recombine.com/wp-content/uploads/2013/09/BabySeq.png • Newborn in incubator - http://www.nicuhelpinghands.org/wp-content/uploads/2013/02/20110923Gramkow0005.jpg • PKU test - http://upload.wikimedia.org/wikipedia/commons/1/16/Phenylketonuria_testing.jpg • Sepiaterin reductase - http://en.wikipedia.org/wiki/Sepiapterin_reductase#mediaviewer/File:Protein_SPR_PDB_1z6z.png • Charcot-Marie-Tooth disease - http://charcotmarietoothdisease.org/wp-content/uploads/2012/08/marie-charcot-tooth-disease. jpg • Purple chromosome - http://www.newautism.com/wp-content/uploads/2010/03/chromosome-300x272.jpg • Free the Data lock - http://ganis.spno.ca/wp-content/uploads/2012/02/data-unlocked.png