transforming healthcare: the quantification of everything
Upload: institute-of-systems-science-national-university-of-singapore
Post on 14-Jun-2015
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Presented by Dr Steven Tucker, Founder, Tucker Medical at ISS Seminar: How Analytics is Transforming Healthcare on 31 Oct 2014.TRANSCRIPT
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TRANSFORMING HEALTHCARE
THE QUANTIFICATION OF
EVERYTHINGSTEVEN TUCKER, MD, FACP, FAMS
Global Health Advisor, SingTel Founder, Tucker Medical
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WARNING !
We tend to overestimate the effect of a technology
in the short run and underestimate the effect
in the long run.
Roy AmaraCo-founder, Institute for the Future
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1EXPONENTIALS
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4E+03
1E+09
2E+09
3E+09
4E+09
1974 1984 1994 2004 2014 2024
EXPONENTIALS
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4E+03
1E+09
2E+09
3E+09
4E+09
1974 1984 1994 2004 2014 2024
COMPUTING POWER
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4E+03
1E+09
2E+09
3E+09
4E+09
1974 1984 1994 2004 2014 2024
MOORE’S LAW
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4E+03
1E+09
2E+09
3E+09
4E+09
1974 1984 1994 2004 2014 2024
MOORE’S LAW
Computers
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4E+03
1E+09
2E+09
3E+09
4E+09
1974 1984 1994 2004 2014 2024
MOORE’S LAW
ComputersSensors
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4E+03
1E+09
2E+09
3E+09
4E+09
1974 1984 1994 2004 2014 2024
MOORE’S LAW
ComputersSensors
Biology
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4E+03
1E+09
2E+09
3E+09
4E+09
1974 1984 1994 2004 2014 2024
MOORE’S LAW
ComputersSensors
Pan-omicsBiology
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2PROBLEMS
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Healthcare is not a science problem, it’s an information problem.
-Thomas Goetz
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DIABETES
382Million
Source: International Diabetes Federation
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OBESITY
500Million
Source: World Health Organisation
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HEART DISEASE
17.3Million
Source: World Health Organisation
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CANCER
14.1Million
Source: World Health Organisation
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3SENSORS
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If you cannot measure it, you cannot improve it.
-Lord Kelvin
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SENSOR EVOLUTION
Sensor 1.0
Sensor 2.0
Sensor 3.0
Ability to measure + record signal
Sensor web integration; share + access data
Passive data gathering + aggregating + meaningful insight
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ACTIVITY
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HEALTH
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MEDICAL
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THE TRICORDER
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VITAL SIGNS
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EMERGENCY
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BIRTH CONTROL
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WIRELESS BIRTH CONTROL
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4BIOLOGY
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THERANOS
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RETAIL LABS
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HOME TRACKING
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HOME DIAGNOSIS
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HOME DIAGNOSIS
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LAB ON A CHIP
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CELL CAPTURE
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LIQUID BIOPSY
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GENOME MATH
23Pairs ofchromosomes
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GENOME MATH
20kGenes
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GENOME MATH
4Bases
A - TG - C
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GENOME MATH
3.2Base pairsper genome
billion
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GENOME MATH
3.2billion BP
40x Coverage
128billiondata points
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SEQUENCING $
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GENOMICS 2001
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GENOMICS 2007
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GENOMICS 2013
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GENOMICS 2014
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GENOMICS 2014
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GENOMICS 2016
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GENOMICS 2018
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NEXT GEN SEQUENCING
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NEXT NEXT GEN
SEQUENCING
?
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5PLATFORMS
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$2.4Billion
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$26Billion
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SENSORS
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SENSORSGyroscope Proximity
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SENSORSGyroscope
Gesture
Proximity
Fingerprint
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SENSORSGyroscope
Gesture
Proximity
Compass
Fingerprint
Hall cover
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SENSORSGyroscope
Gesture
Heart rate
Proximity
Compass
Barometer
Fingerprint
Hall cover
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SENSORSGyroscope
Ambient light
Gesture
Heart rate
Accelerometer
Proximity
Compass
Barometer
Fingerprint
Hall cover
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6PAN-OMICS
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Exposome
Hg80
Cd48
33
Pb82
Ti81
Ni28
As
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PhenomeEpigenome
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!TRANSFORM
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Digital Health as Google Map
SENSOR ACTIVITY
GENOME
MICROBIOME
LAB
PHENOME
UNIQUE PERSON
DIET
HEALTH AS A GOOGLE MAP
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Digital Health as Google Map
SENSOR ACTIVITY
GENOME
MICROBIOME
LAB
PHENOME
UNIQUE PERSON
DIET
HEALTH AS A GOOGLE MAP
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6P4
MEDICINE
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P4 MEDICINE
1. Predictive 2. Preventive 3. Personalized 4. Participatory
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1. Predictive 2. Preventive 3. Personalized 4. Participatory
100k WELLNESS PROJECT
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P4 MEDICINE
Predictive You will track your health. It’s your data. Identify transition states.
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P4 MEDICINE
Preventive Wellness networks. Illness networks. A systems-based approach to repair and maintenance.
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P4 MEDICINE
Personalized You are your own control. Your health data cloud. Molecular + Environmental.
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P4 MEDICINE
Participatory Transformative for health. Societal change - enormous. Patients will adapt. Doctors may adapt?
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Health Status 20% of patients = 80% of costs
VALUE COST
Healthy Low Risk At Risk High
Risk
Chronic Disease
Early
Active Disease
Chronic Disease
Progression
End of Life Care
THE PIVOT
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6LONGEVITY
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Life Expectancy at birth
70
73
76
79
82
85
Years of Educa>on< 12 12 13-‐15 > 16
1990 2000 2008 1990 2000 2008 1990 2000 2008 1990 2000 2008
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TECHNOLOGY
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BIOLOGY
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CALICO
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7AND…
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THANK YOUFor your 9me & a>en9on