SlideShare a Scribd company logo
1 of 14
Harnessing the Power of Data From Our Bodies –Toward Personalized Preventive Medicine Panel Talk Australian American West Coast Leadership Dialogue [email_address] La Jolla, CA January 13, 2011 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor,  Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD Follow me on Twitter: lsmarr
During the 2000s, The Fraction of the Population  That is Overweight or Obese Has Greatly Increased Source: Behavioral Risk Factor Surveillance System, CDC (*BMI ≥30, or  ~ 30 lbs. overweight  for 5’ 4” person) Australia’s obesity rates increasing faster  than any other  advanced nation  for the past 20 years --2010 OECD Report 2000 2009
Measuring the State of Your Body So You Can “Tune” Your Body to Have a Healthier Longer Life www.xconomy.com/san-diego/2010/05/12/how-internet-pioneer-larry-smarr-lost-20-pounds-by-becoming-a-quantified-self/ 2000 2010 I Arrived from 20 Years in the Midwest in 2000 and Decided to Move Against the Trend Age 52 Age 62
Goal: Lose Weight by Changing What &How Much I Ate, While Increasing Aerobic Exercise Gradually Moving to Zone Diet and  Regular Exercise Back on Track,  Fewer Calories More Exercise Exercise is Elliptical and Walking Reached Desired Weight Blood Pressure 134/73 Pulse 55 Resting Pulse Lowered to 45 Losing Diet Discipline
Goal: Reduce My Body Fat Through  Nutrition and Exercise I Lost More Than 1/3 of My Original Body Fat Fat Loss: Chest First, Then Thighs, & Finally Abs Most of Loss in First 3-4 Years, Then Very Slow Measurements by Trainer Terry Martin % Body Fat Drops From 21% TO 15% Higher Body Fat Can Increase the Risk of Heart Disease, Diabetes, and Cancer
I Am Recording My Metabolic Self 7 Week Ave:  2550 Calories Burned/Day  1:31 hr Physical Activity/Day (>3 METs) 7755 Steps/Day (~3.9 Miles) Measure Quantity and Quality of Sleep-- 7 Week Ave:  6:55 hrs with 81% Efficiency www.bodymedia.com
Goal: Quantify Your Food Intake So You Can “Tune” Your Glucose/Insulin System and Lower Inflammation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Computed Average Over 12 Days When at Home for Maximum Accuracy Measure All Food and Drink Components,  Then Use USDA Lookup to Compute Each Item  Still Need to Lower Sugar &  Increase Protein and Decrease Fat by 15%
Goal: Change Your Cholesterol Levels to Lower LDL, Raise HDL, While Lowering Total LDL -50% HDL +40% Total -20% Raising “Good” HDL Seems Most Difficult Began Statin Total LDL HDL Recommended Levels
Goal: Improve My Omega-3 Scores To Protect Against Future Heart Disease If your Omega-3 Score  is at least 7.2 and your DHA Score is  at least 4.5 , you are 32% less likely to develop heart disease If your EPA+DHA Score is  at least 4.6 , you are 70% less likely of dying from a heart attack.  Ref: Based on Lemaitre et al., n-3 Polyunsaturated fatty acids, fatal ischemic heart disease, and nonfatal myocardial infarction in older adults: the Cardiovascular Health Study. Am. J. Clin. Nutr. 77:319-325 (2003).  Graphics from www.anne-marie.ca/ratiokits/ = My Values Tested by yourfuturehealth.com
Goal:  Determine the Structural State of  Each Internal Organ and Major Body Subsystems 3D Full Body Scan  mm Accuracy Small Tumors Organ Damage Plaque Sites Virtual Colonoscopy 64 Slice  Heart CT Scan Plaque Sites Valve Anomalies Carotid Ultrasound Imaging Plaque Thickness Physical  Colonoscopy Detect Polyps Colon Disease Stress Test with  Echocariogram Heart Fitness Structural Weakness
Goal: Measure Your Individual Genetic Predispositions to Future Health Risks You: 1.7% Avg. 3.0% You: 22.4% Avg. 11.4% You: 14.7% Avg. 23.7%
However, SNP Indications of Adverse Drug Side Effects May Be Quite Useful Increased Risk Greatly Increased Risk I Would Definitely Not Take Either!
Where I Believe We are Headed: Predictive, Personalized, Preventive, & Participatory Medicine www.newsweek.com/2009/06/26/a-doctor-s-vision-of-the-future-of-medicine.html Quantify ~2500 Blood Proteins,  50 Each from 50 Organs or Cell Types  from a Single Drop of Blood To Create a Time Series
You Can Download This Presentation  at lsmarr.calit2.net

More Related Content

What's hot

Top 10 Obese Countries in the World
Top 10 Obese Countries in the WorldTop 10 Obese Countries in the World
Top 10 Obese Countries in the WorldNewsTipsTricks
 
Obesity, overweight & underweight
Obesity, overweight & underweightObesity, overweight & underweight
Obesity, overweight & underweightKomal Soni
 
12 13-body composition
12 13-body composition12 13-body composition
12 13-body compositionSiham Gritly
 
Bodycomp
BodycompBodycomp
Bodycompcjsmann
 
Basic Wellness Presentation Herbst Campbell April 2008
Basic Wellness Presentation Herbst Campbell April 2008Basic Wellness Presentation Herbst Campbell April 2008
Basic Wellness Presentation Herbst Campbell April 2008Teresa Hall
 
Body composition
Body compositionBody composition
Body compositionBaria Mihir
 
Adult obesity prevention
Adult obesity preventionAdult obesity prevention
Adult obesity preventionStephenDski
 
Presentation on the Obesity Epidemic - Stanford Hospital - March 2013
Presentation on the Obesity Epidemic - Stanford Hospital - March 2013Presentation on the Obesity Epidemic - Stanford Hospital - March 2013
Presentation on the Obesity Epidemic - Stanford Hospital - March 2013LeBootCamp
 
Risk factors and obesity
Risk factors and obesity Risk factors and obesity
Risk factors and obesity zrbuck5
 
Overweight and Medical Condition in US : 3 Factors that affect Childhood obe...
Overweight and Medical  Condition in US : 3 Factors that affect Childhood obe...Overweight and Medical  Condition in US : 3 Factors that affect Childhood obe...
Overweight and Medical Condition in US : 3 Factors that affect Childhood obe...Sumit Roy
 
Hormones Management for Adults
 Hormones Management for Adults Hormones Management for Adults
Hormones Management for AdultsFahad AL-Qahtani
 
4 Reasons For Hair Loss
4 Reasons For Hair Loss4 Reasons For Hair Loss
4 Reasons For Hair LossNourkrin
 
Diabetes – Ask the Experts!
Diabetes – Ask the Experts!Diabetes – Ask the Experts!
Diabetes – Ask the Experts!Summit Health
 

What's hot (20)

Top 10 Obese Countries in the World
Top 10 Obese Countries in the WorldTop 10 Obese Countries in the World
Top 10 Obese Countries in the World
 
Obesity, overweight & underweight
Obesity, overweight & underweightObesity, overweight & underweight
Obesity, overweight & underweight
 
12 13-body composition
12 13-body composition12 13-body composition
12 13-body composition
 
Secrets of weight loss
Secrets of weight lossSecrets of weight loss
Secrets of weight loss
 
Bodycomp
BodycompBodycomp
Bodycomp
 
Diabetes mellitus bhs ing
Diabetes mellitus bhs ingDiabetes mellitus bhs ing
Diabetes mellitus bhs ing
 
Basic Wellness Presentation Herbst Campbell April 2008
Basic Wellness Presentation Herbst Campbell April 2008Basic Wellness Presentation Herbst Campbell April 2008
Basic Wellness Presentation Herbst Campbell April 2008
 
Cancer - ppt 2nd part
Cancer - ppt 2nd partCancer - ppt 2nd part
Cancer - ppt 2nd part
 
Body composition
Body compositionBody composition
Body composition
 
Adult obesity prevention
Adult obesity preventionAdult obesity prevention
Adult obesity prevention
 
Presentation on the Obesity Epidemic - Stanford Hospital - March 2013
Presentation on the Obesity Epidemic - Stanford Hospital - March 2013Presentation on the Obesity Epidemic - Stanford Hospital - March 2013
Presentation on the Obesity Epidemic - Stanford Hospital - March 2013
 
Risk factors and obesity
Risk factors and obesity Risk factors and obesity
Risk factors and obesity
 
Estrogen and Your Health
Estrogen and Your HealthEstrogen and Your Health
Estrogen and Your Health
 
A2 od ppt
A2 od pptA2 od ppt
A2 od ppt
 
Overweight and Medical Condition in US : 3 Factors that affect Childhood obe...
Overweight and Medical  Condition in US : 3 Factors that affect Childhood obe...Overweight and Medical  Condition in US : 3 Factors that affect Childhood obe...
Overweight and Medical Condition in US : 3 Factors that affect Childhood obe...
 
Hormones Management for Adults
 Hormones Management for Adults Hormones Management for Adults
Hormones Management for Adults
 
Obesity
ObesityObesity
Obesity
 
Obese
ObeseObese
Obese
 
4 Reasons For Hair Loss
4 Reasons For Hair Loss4 Reasons For Hair Loss
4 Reasons For Hair Loss
 
Diabetes – Ask the Experts!
Diabetes – Ask the Experts!Diabetes – Ask the Experts!
Diabetes – Ask the Experts!
 

Viewers also liked

Exploring Our Inner Universe Using Supercomputers and Gene Sequencers
Exploring Our Inner Universe Using Supercomputers and Gene SequencersExploring Our Inner Universe Using Supercomputers and Gene Sequencers
Exploring Our Inner Universe Using Supercomputers and Gene SequencersLarry Smarr
 
Advanced Cyberinfrastructure Enabled Services and Applications in 2021
Advanced Cyberinfrastructure Enabled Services and Applications in 2021Advanced Cyberinfrastructure Enabled Services and Applications in 2021
Advanced Cyberinfrastructure Enabled Services and Applications in 2021Larry Smarr
 
The Quantified Self: Personal Monitoring and the Control of Health
The Quantified Self: Personal Monitoring and the Control of HealthThe Quantified Self: Personal Monitoring and the Control of Health
The Quantified Self: Personal Monitoring and the Control of HealthLarry Smarr
 
Know Thyself: Quantifying Your Human Body and Its One Hundred Trillion Microbes
Know Thyself: Quantifying Your Human Body and Its One Hundred Trillion MicrobesKnow Thyself: Quantifying Your Human Body and Its One Hundred Trillion Microbes
Know Thyself: Quantifying Your Human Body and Its One Hundred Trillion MicrobesLarry Smarr
 
High Performance Cyberinfrastructure Is Required for the Era of Big Data
High Performance Cyberinfrastructure Is Required for the Era of Big DataHigh Performance Cyberinfrastructure Is Required for the Era of Big Data
High Performance Cyberinfrastructure Is Required for the Era of Big DataLarry Smarr
 
The Quantified-Self: From Idiosyncratic Hobby to an Emerging Growth Industry
The Quantified-Self: From Idiosyncratic Hobby to an Emerging Growth IndustryThe Quantified-Self: From Idiosyncratic Hobby to an Emerging Growth Industry
The Quantified-Self: From Idiosyncratic Hobby to an Emerging Growth IndustryLarry Smarr
 
Digitally Revealing the Dynamics of Your Superorganism Body
Digitally Revealing the Dynamics of Your Superorganism BodyDigitally Revealing the Dynamics of Your Superorganism Body
Digitally Revealing the Dynamics of Your Superorganism BodyLarry Smarr
 
Information Technology for the success of Infrastructure Projects
Information Technology for the success of Infrastructure ProjectsInformation Technology for the success of Infrastructure Projects
Information Technology for the success of Infrastructure ProjectsVSR *
 
Information Technology Infrastructure Committee (ITIC): Report to the NAC
Information Technology Infrastructure Committee (ITIC): Report to the NACInformation Technology Infrastructure Committee (ITIC): Report to the NAC
Information Technology Infrastructure Committee (ITIC): Report to the NACLarry Smarr
 

Viewers also liked (9)

Exploring Our Inner Universe Using Supercomputers and Gene Sequencers
Exploring Our Inner Universe Using Supercomputers and Gene SequencersExploring Our Inner Universe Using Supercomputers and Gene Sequencers
Exploring Our Inner Universe Using Supercomputers and Gene Sequencers
 
Advanced Cyberinfrastructure Enabled Services and Applications in 2021
Advanced Cyberinfrastructure Enabled Services and Applications in 2021Advanced Cyberinfrastructure Enabled Services and Applications in 2021
Advanced Cyberinfrastructure Enabled Services and Applications in 2021
 
The Quantified Self: Personal Monitoring and the Control of Health
The Quantified Self: Personal Monitoring and the Control of HealthThe Quantified Self: Personal Monitoring and the Control of Health
The Quantified Self: Personal Monitoring and the Control of Health
 
Know Thyself: Quantifying Your Human Body and Its One Hundred Trillion Microbes
Know Thyself: Quantifying Your Human Body and Its One Hundred Trillion MicrobesKnow Thyself: Quantifying Your Human Body and Its One Hundred Trillion Microbes
Know Thyself: Quantifying Your Human Body and Its One Hundred Trillion Microbes
 
High Performance Cyberinfrastructure Is Required for the Era of Big Data
High Performance Cyberinfrastructure Is Required for the Era of Big DataHigh Performance Cyberinfrastructure Is Required for the Era of Big Data
High Performance Cyberinfrastructure Is Required for the Era of Big Data
 
The Quantified-Self: From Idiosyncratic Hobby to an Emerging Growth Industry
The Quantified-Self: From Idiosyncratic Hobby to an Emerging Growth IndustryThe Quantified-Self: From Idiosyncratic Hobby to an Emerging Growth Industry
The Quantified-Self: From Idiosyncratic Hobby to an Emerging Growth Industry
 
Digitally Revealing the Dynamics of Your Superorganism Body
Digitally Revealing the Dynamics of Your Superorganism BodyDigitally Revealing the Dynamics of Your Superorganism Body
Digitally Revealing the Dynamics of Your Superorganism Body
 
Information Technology for the success of Infrastructure Projects
Information Technology for the success of Infrastructure ProjectsInformation Technology for the success of Infrastructure Projects
Information Technology for the success of Infrastructure Projects
 
Information Technology Infrastructure Committee (ITIC): Report to the NAC
Information Technology Infrastructure Committee (ITIC): Report to the NACInformation Technology Infrastructure Committee (ITIC): Report to the NAC
Information Technology Infrastructure Committee (ITIC): Report to the NAC
 

Similar to Harnessing the Power of Data From Our Bodies –Toward Personalized Preventive Medicine

Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...Larry Smarr
 
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...Larry Smarr
 
Harnessing the Power of Data From Our Bodies – What I Have Learned by Measuri...
Harnessing the Power of Data From Our Bodies – What I Have Learned by Measuri...Harnessing the Power of Data From Our Bodies – What I Have Learned by Measuri...
Harnessing the Power of Data From Our Bodies – What I Have Learned by Measuri...Larry Smarr
 
Measuring the State of Your Body So You Can “Tune” Your Body to Have a Health...
Measuring the State of Your Body So You Can “Tune” Your Body to Have a Health...Measuring the State of Your Body So You Can “Tune” Your Body to Have a Health...
Measuring the State of Your Body So You Can “Tune” Your Body to Have a Health...Larry Smarr
 
Quantifying the State of Your Body -- So You Can Improve It
Quantifying the State of Your Body -- So You Can Improve ItQuantifying the State of Your Body -- So You Can Improve It
Quantifying the State of Your Body -- So You Can Improve ItLarry Smarr
 
Attacking the Driver of Increased Stroke, Heart Disease, and Diabetes
Attacking the Driver of Increased Stroke, Heart Disease, and DiabetesAttacking the Driver of Increased Stroke, Heart Disease, and Diabetes
Attacking the Driver of Increased Stroke, Heart Disease, and DiabetesLarry Smarr
 
The Future Digital Health Consumer Here Today –Toward Personalized Preventive...
The Future Digital Health Consumer Here Today –Toward Personalized Preventive...The Future Digital Health Consumer Here Today –Toward Personalized Preventive...
The Future Digital Health Consumer Here Today –Toward Personalized Preventive...Larry Smarr
 
Wellness revolution 2
Wellness revolution 2Wellness revolution 2
Wellness revolution 2Pankaj Singh
 
Key to Vital Living-Africa Presentation
Key to Vital Living-Africa PresentationKey to Vital Living-Africa Presentation
Key to Vital Living-Africa Presentationdrkath
 
Improving your health
Improving your healthImproving your health
Improving your healthEsserHealth
 
Fuel Your Fitness Orientation
Fuel Your Fitness OrientationFuel Your Fitness Orientation
Fuel Your Fitness OrientationCharlie Hoolihan
 
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...Larry Smarr
 
From Digitally Enabled Genomic Medicine to Personalized Healthcare
From Digitally Enabled Genomic Medicineto Personalized HealthcareFrom Digitally Enabled Genomic Medicineto Personalized Healthcare
From Digitally Enabled Genomic Medicine to Personalized HealthcareLarry Smarr
 
Journal club: Cardiovascular Disease
Journal club: Cardiovascular DiseaseJournal club: Cardiovascular Disease
Journal club: Cardiovascular DiseaseCCNM
 
Health, Diet & Exercise
Health, Diet & ExerciseHealth, Diet & Exercise
Health, Diet & ExerciseMahavir Mohire
 
Women's Heart Smarts: Top Ten List for a Heart Healthy Life
Women's Heart Smarts: Top Ten List for a Heart Healthy LifeWomen's Heart Smarts: Top Ten List for a Heart Healthy Life
Women's Heart Smarts: Top Ten List for a Heart Healthy LifeMaggie Hall
 
Health, Diet & Exercise, Dr M D Mohire, Kolhapur, Maharashtra, INDIA.
Health, Diet & Exercise, Dr M D Mohire, Kolhapur, Maharashtra, INDIA.Health, Diet & Exercise, Dr M D Mohire, Kolhapur, Maharashtra, INDIA.
Health, Diet & Exercise, Dr M D Mohire, Kolhapur, Maharashtra, INDIA.Mahavir Mohire
 

Similar to Harnessing the Power of Data From Our Bodies –Toward Personalized Preventive Medicine (20)

Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
 
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
Harnessing the Power of Data From Our Bodies – Toward Personalized Preventive...
 
Harnessing the Power of Data From Our Bodies – What I Have Learned by Measuri...
Harnessing the Power of Data From Our Bodies – What I Have Learned by Measuri...Harnessing the Power of Data From Our Bodies – What I Have Learned by Measuri...
Harnessing the Power of Data From Our Bodies – What I Have Learned by Measuri...
 
Measuring the State of Your Body So You Can “Tune” Your Body to Have a Health...
Measuring the State of Your Body So You Can “Tune” Your Body to Have a Health...Measuring the State of Your Body So You Can “Tune” Your Body to Have a Health...
Measuring the State of Your Body So You Can “Tune” Your Body to Have a Health...
 
Quantifying the State of Your Body -- So You Can Improve It
Quantifying the State of Your Body -- So You Can Improve ItQuantifying the State of Your Body -- So You Can Improve It
Quantifying the State of Your Body -- So You Can Improve It
 
Attacking the Driver of Increased Stroke, Heart Disease, and Diabetes
Attacking the Driver of Increased Stroke, Heart Disease, and DiabetesAttacking the Driver of Increased Stroke, Heart Disease, and Diabetes
Attacking the Driver of Increased Stroke, Heart Disease, and Diabetes
 
The Future Digital Health Consumer Here Today –Toward Personalized Preventive...
The Future Digital Health Consumer Here Today –Toward Personalized Preventive...The Future Digital Health Consumer Here Today –Toward Personalized Preventive...
The Future Digital Health Consumer Here Today –Toward Personalized Preventive...
 
Wellness revolution 2
Wellness revolution 2Wellness revolution 2
Wellness revolution 2
 
Healthy ptp condensed-1
Healthy ptp condensed-1Healthy ptp condensed-1
Healthy ptp condensed-1
 
Key to Vital Living-Africa Presentation
Key to Vital Living-Africa PresentationKey to Vital Living-Africa Presentation
Key to Vital Living-Africa Presentation
 
Improving your health
Improving your healthImproving your health
Improving your health
 
Fuel Your Fitness Orientation
Fuel Your Fitness OrientationFuel Your Fitness Orientation
Fuel Your Fitness Orientation
 
Obesityepidemic 430
Obesityepidemic 430Obesityepidemic 430
Obesityepidemic 430
 
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
 
From Digitally Enabled Genomic Medicine to Personalized Healthcare
From Digitally Enabled Genomic Medicineto Personalized HealthcareFrom Digitally Enabled Genomic Medicineto Personalized Healthcare
From Digitally Enabled Genomic Medicine to Personalized Healthcare
 
Journal club: Cardiovascular Disease
Journal club: Cardiovascular DiseaseJournal club: Cardiovascular Disease
Journal club: Cardiovascular Disease
 
Health, Diet & Exercise
Health, Diet & ExerciseHealth, Diet & Exercise
Health, Diet & Exercise
 
Women's Heart Smarts: Top Ten List for a Heart Healthy Life
Women's Heart Smarts: Top Ten List for a Heart Healthy LifeWomen's Heart Smarts: Top Ten List for a Heart Healthy Life
Women's Heart Smarts: Top Ten List for a Heart Healthy Life
 
Age Defying Tips
Age Defying TipsAge Defying Tips
Age Defying Tips
 
Health, Diet & Exercise, Dr M D Mohire, Kolhapur, Maharashtra, INDIA.
Health, Diet & Exercise, Dr M D Mohire, Kolhapur, Maharashtra, INDIA.Health, Diet & Exercise, Dr M D Mohire, Kolhapur, Maharashtra, INDIA.
Health, Diet & Exercise, Dr M D Mohire, Kolhapur, Maharashtra, INDIA.
 

More from Larry Smarr

My Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 YearsMy Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 YearsLarry Smarr
 
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019Larry Smarr
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsLarry Smarr
 
Global Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated SystemsGlobal Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated SystemsLarry Smarr
 
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
 Wireless FasterData and Distributed Open Compute Opportunities and (some) Us... Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...Larry Smarr
 
Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...Larry Smarr
 
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon MoonThe Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon MoonLarry Smarr
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsLarry Smarr
 
Panel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An OverviewPanel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An OverviewLarry Smarr
 
Panel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical NetworksPanel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical NetworksLarry Smarr
 
Global Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownGlobal Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownLarry Smarr
 
Built around answering questions
Built around answering questionsBuilt around answering questions
Built around answering questionsLarry Smarr
 
Panel: NRP Science Impacts​
Panel: NRP Science Impacts​Panel: NRP Science Impacts​
Panel: NRP Science Impacts​Larry Smarr
 
Democratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish ParasharDemocratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish ParasharLarry Smarr
 
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;Larry Smarr
 
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Frank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forwardFrank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forwardLarry Smarr
 

More from Larry Smarr (20)

My Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 YearsMy Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 Years
 
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving Institutions
 
Global Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated SystemsGlobal Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated Systems
 
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
 Wireless FasterData and Distributed Open Compute Opportunities and (some) Us... Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
 
Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...
 
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon MoonThe Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving Institutions
 
Panel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An OverviewPanel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An Overview
 
Panel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical NetworksPanel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical Networks
 
Global Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownGlobal Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine Brown
 
Built around answering questions
Built around answering questionsBuilt around answering questions
Built around answering questions
 
Panel: NRP Science Impacts​
Panel: NRP Science Impacts​Panel: NRP Science Impacts​
Panel: NRP Science Impacts​
 
Democratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish ParasharDemocratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish Parashar
 
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
 
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Frank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forwardFrank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forward
 

Recently uploaded

Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room servicediscovermytutordmt
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...anjaliyadav012327
 
Russian Call Girls in Andheri Airport Mumbai WhatsApp 9167673311 💞 Full Nigh...
Russian Call Girls in Andheri Airport Mumbai WhatsApp  9167673311 💞 Full Nigh...Russian Call Girls in Andheri Airport Mumbai WhatsApp  9167673311 💞 Full Nigh...
Russian Call Girls in Andheri Airport Mumbai WhatsApp 9167673311 💞 Full Nigh...Pooja Nehwal
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Sapana Sha
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAssociation for Project Management
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 

Recently uploaded (20)

Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room service
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
 
Russian Call Girls in Andheri Airport Mumbai WhatsApp 9167673311 💞 Full Nigh...
Russian Call Girls in Andheri Airport Mumbai WhatsApp  9167673311 💞 Full Nigh...Russian Call Girls in Andheri Airport Mumbai WhatsApp  9167673311 💞 Full Nigh...
Russian Call Girls in Andheri Airport Mumbai WhatsApp 9167673311 💞 Full Nigh...
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across Sectors
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 

Harnessing the Power of Data From Our Bodies –Toward Personalized Preventive Medicine

  • 1. Harnessing the Power of Data From Our Bodies –Toward Personalized Preventive Medicine Panel Talk Australian American West Coast Leadership Dialogue [email_address] La Jolla, CA January 13, 2011 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor, Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD Follow me on Twitter: lsmarr
  • 2. During the 2000s, The Fraction of the Population That is Overweight or Obese Has Greatly Increased Source: Behavioral Risk Factor Surveillance System, CDC (*BMI ≥30, or ~ 30 lbs. overweight for 5’ 4” person) Australia’s obesity rates increasing faster than any other advanced nation for the past 20 years --2010 OECD Report 2000 2009
  • 3. Measuring the State of Your Body So You Can “Tune” Your Body to Have a Healthier Longer Life www.xconomy.com/san-diego/2010/05/12/how-internet-pioneer-larry-smarr-lost-20-pounds-by-becoming-a-quantified-self/ 2000 2010 I Arrived from 20 Years in the Midwest in 2000 and Decided to Move Against the Trend Age 52 Age 62
  • 4. Goal: Lose Weight by Changing What &How Much I Ate, While Increasing Aerobic Exercise Gradually Moving to Zone Diet and Regular Exercise Back on Track, Fewer Calories More Exercise Exercise is Elliptical and Walking Reached Desired Weight Blood Pressure 134/73 Pulse 55 Resting Pulse Lowered to 45 Losing Diet Discipline
  • 5. Goal: Reduce My Body Fat Through Nutrition and Exercise I Lost More Than 1/3 of My Original Body Fat Fat Loss: Chest First, Then Thighs, & Finally Abs Most of Loss in First 3-4 Years, Then Very Slow Measurements by Trainer Terry Martin % Body Fat Drops From 21% TO 15% Higher Body Fat Can Increase the Risk of Heart Disease, Diabetes, and Cancer
  • 6. I Am Recording My Metabolic Self 7 Week Ave: 2550 Calories Burned/Day 1:31 hr Physical Activity/Day (>3 METs) 7755 Steps/Day (~3.9 Miles) Measure Quantity and Quality of Sleep-- 7 Week Ave: 6:55 hrs with 81% Efficiency www.bodymedia.com
  • 7.
  • 8. Goal: Change Your Cholesterol Levels to Lower LDL, Raise HDL, While Lowering Total LDL -50% HDL +40% Total -20% Raising “Good” HDL Seems Most Difficult Began Statin Total LDL HDL Recommended Levels
  • 9. Goal: Improve My Omega-3 Scores To Protect Against Future Heart Disease If your Omega-3 Score is at least 7.2 and your DHA Score is at least 4.5 , you are 32% less likely to develop heart disease If your EPA+DHA Score is at least 4.6 , you are 70% less likely of dying from a heart attack. Ref: Based on Lemaitre et al., n-3 Polyunsaturated fatty acids, fatal ischemic heart disease, and nonfatal myocardial infarction in older adults: the Cardiovascular Health Study. Am. J. Clin. Nutr. 77:319-325 (2003). Graphics from www.anne-marie.ca/ratiokits/ = My Values Tested by yourfuturehealth.com
  • 10. Goal: Determine the Structural State of Each Internal Organ and Major Body Subsystems 3D Full Body Scan mm Accuracy Small Tumors Organ Damage Plaque Sites Virtual Colonoscopy 64 Slice Heart CT Scan Plaque Sites Valve Anomalies Carotid Ultrasound Imaging Plaque Thickness Physical Colonoscopy Detect Polyps Colon Disease Stress Test with Echocariogram Heart Fitness Structural Weakness
  • 11. Goal: Measure Your Individual Genetic Predispositions to Future Health Risks You: 1.7% Avg. 3.0% You: 22.4% Avg. 11.4% You: 14.7% Avg. 23.7%
  • 12. However, SNP Indications of Adverse Drug Side Effects May Be Quite Useful Increased Risk Greatly Increased Risk I Would Definitely Not Take Either!
  • 13. Where I Believe We are Headed: Predictive, Personalized, Preventive, & Participatory Medicine www.newsweek.com/2009/06/26/a-doctor-s-vision-of-the-future-of-medicine.html Quantify ~2500 Blood Proteins, 50 Each from 50 Organs or Cell Types from a Single Drop of Blood To Create a Time Series
  • 14. You Can Download This Presentation at lsmarr.calit2.net