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Obesity, Nutrition,
Nutrigenonmics – OH MY!
Karen L. Edwards, Ph.D.
Director, UW Center for Genomics and
Public Health
Department of Epidemiology and Institute for
Public Health Genetics
School of Public Health and Community Medicine
University of Washington
Objectives
1. Be familiar with the evidence for genetic
influences on obesity
2. Be able to define nutrigenomics
3. Understand current limitations of
nutrigenomic testing
Outline
1. Background
2. Genetics of Obesity
• Animals
• Humans
3. Environmental effects
4. Nutrigenomics
• Why the interest?
• Current products and examples
• Why the concern?
• Moving from promise to practice
5. Summary and Conclusions
 Mortality
 Increased risk of premature death
 Morbidity
 Diabetes, Heart disease, Hypertension, some Cancers,
Breathing Problems, Ischemic Stroke, Arthritis, and
Reproductive Complications
 Prevalence
 59 million (30%) Americans are obese (BMI>= 30)
 Rates are increasing faster than ever (epidemic proportions)
Public Health Importance
Risk Factors for Obesity
 Diet: high calorie and low nutrient dense foods
 Physical Inactivity
 Age
 Socioeconomic status
 Certain medical conditions and medications
 Race
 Smoking cessation
 Family History
 Genetic susceptibility
Evidence for Genetic Influences
on Obesity
Evidence for genetic
influences: Humans
• Familial aggregation
- familial clustering of obesity in families
• Twin Studies
- greater concordance among MZ twins
compared to DZ twins
• Family Studies
- variety of “statistical models” consistent with
genetic influences
The Search for Obesity Susceptibility Genes
“I found one! I found one!” Kenneth M. Weiss & Joseph D. Terwilliger
nature genetics • volume 26 • October 2000
Candidate Genes and Single Gene
Disorders: Chromosomal Location
Image adapted from:
Loos, R. J. and C. Bouchard (2003). J Intern Med 254(5): 401-25.
Genetics of Human Obesity
• Common form(s) of obesity are likely due to complex
interactions between genes and environment
- body fat pattern
- appetite regulation
- other pathways
• Rare monogenic forms do not account for majority of
cases
Trends in Obesity
From the CDC website: BRFSS Trends Data
Trends in Obesity
From the CDC Website: NHANES Study Data
Trends in Obesity
Nutrigenomics
Integrates genomics and nutrition
• Goal: Improving health and preventing disease through
tailored diet and lifestyle prescriptions
Nutrigenomics: Magic, Myths and Maybe’s
Nutrigenomics vs.
Nutrigenetics
Nutrigenomics
 “Nutrigenomics refers to the
application of genomics in nutrition
research, enabling associations to
be made between specific
nutrients and genetic factors, e.g.
the way in which food or food
ingredients influence gene
expression…Nutrigenomics
should facilitate greater
understanding of how nutrition
affects metabolic pathways and
how this process goes awry in
diet-related diseases.” Chadwick
R. (2004) Proceedings of the
Nutrition Society 63:161-166.
Nutrigenetics
 “Nutrigenetics is the study of
individual differences at the
genetic level influencing
response to diet. These
individual differences may be
at the level of single nucleotide
polymorphisms rather than at
the gene level…It is envisaged
that nutrigenetics may lead to
individualized dietary advice.”
Chadwick R. (2004) Proceedings
of the Nutrition Society 63:161-
166.
Nutrigenomics vs.
Nutrigenetics
Nutrigenomics
 “Nutrigenomics attempts to
study the genome-wide
influences of nutrition…[and]
aims to identify the genes that
influence the risk of diet-
related diseases on a genome-
wide scale, and to understand
the mechanisms that underlie
these genetic predispositions.”
Muller M & Kersten S. (2003)
Nature Reviews Genetics
4:315-322.
Nutrigenetics
 “Nutrigenetics examines the
effect of genetic variation on
the interaction between diet
and disease or on nutrient
requirements. Genetics has a
pivotal role in determining an
individual’s risk of developing a
certain disease.” Muller M &
Kersten S. (2003) Nature
Reviews Genetics 4:315-322.
Nutrigenomics vs.
Nutrigenetics
Nutrigenomics
 “Nutrigenomics describes the use
of functional genomic tools to
probe a biological system
following a nutritional stimulus that
will permit an increased
understanding of how nutritional
molecules affect metabolic
pathways and homeostatic
control.” Mutch D, et al. (2005)
FASEB Journal 19:1602-1616.
 “Nutrigenomics focuses on the
effect of nutrients on the genome,
proteome, and metabolome.”
Ordovas J & Mooser M. (2004)
Current Opinion in Lipidology
15:101-108.
Nutrigenetics
 “Nutrigenetics embodies the
science of identifying and
characterizing gene variants
associated with differential
responses to nutrients, and
relating this variation to disease
states.” Mutch D, et al. (2005)
FASEB Journal 19:1602-1616.
 “Nutrigenetics examines the effect
of genetic variation on the
interaction between diet and
exercise. This includes…gene
variants associated with, or
responsible for, differential
responses to nutrients.” Ordovas J
& Mooser M. (2004) Current
Opinion in Lipidology 15:101-108.
Nutrigenomics & Nutrigenetics:
Two Sides of a Coin
Mutch D, et al. (2005) FASEB
Journal 19:1602-1616.
Nutritional Genomics
The study of how different foods can interact with
particular genes to increase the risk of
diseases
such as type 2 diabetes, obesity, heart disease
and some cancers
Goal: Use of personalized diets to prevent or
delay the onset of disease and optimize and
maintain human health
http://nutrigenomics.ucdavis.edu/pressarticles.htm
Nutritional Genomics
van Ommen B. (2004) Nutrition 20:4-8.
Why the interest?
•Improve health of populations
• United States
• Globally
•Improve athletic performance
•Weight loss
•Potential economic impact
•Functional food and dietary supplements is
currently a $40 billion industry
•The focus on nutrigenomics could mean an
$80 billion dollar industry in 7-10 years
What is the evidence?
• Single Gene Disorders
•PKU
•Lactose intolerance
• Complex conditions
•Genes involved in susceptibility to complex
diseases have been identified
•Nutritional environment modifies the expression
of genes
•Metabolism of nutrients may vary by genotype,
ultimately affecting health
What is the public health
implication?
• Can we use this information along with our
increasing knowledge of the genetics of obesity for
public health applications?
•Obesity epidemic
Direct to Consumer Marketing
• Health Clubs
• Vending Machines
•Internet
•Retail stores
On the internet
Weight Loss
DNA Diet Builds Customized Weight-Loss Plan
One-size-fits-all diets could be a thing of the past.
NBC station KNSD in San Diego reported that a handful of bio-tech companies are
promising a high-tech recipe for losing weight and eating better. The newest weight-loss
plan is a customized diet based on your DNA. The DNA diet is a personalized meal plan
that claims to be based on your unique genetic blueprint.
Katzin claims that based on your DNA profile she can “determine
whether someone should increase the amount of folic acid, B-6 or B-12,
for example. So, we would choose foods that are rich in those
supplements.”
… “interprets the data and makes a customized meal plan. Her
suggestions range from “ taking more vitamins to eating more meat.”
Diet Design, One Pair of “Genes” at a Time
Health: You Are What You Eat
Oct. 31, 2005 issue - Bruce Morrill is something of a health
nut. So when his nutritionist suggested he take a $695 DNA
test so she could individualize his diet plan, Morrill, a 42-
year-old UPS driver from Reno, Nev., agreed.
Currently in the United States, no regulations are in place for evaluating the
accuracy and reliability of genetic testing. Most genetic tests developed by
laboratories are categorized as services, which the Food and Drug Administration
(FDA) does not regulate. This lack of government oversight is particularly
troublesome in light of the fact that a handful of companies have started
marketing test kits directly to the public. Some of these companies make dubious
claims about how the kits not only test for disease but also serve as tools for
customizing medicine, vitamins, and foods to each individual's genetic makeup.
(doegenomes.org)
Genetic testing to identify alleged risk factors that have no proven
corrective measures is simply a waste of money. As noted by Helen
Wallace, Ph.D., Deputy Director of GeneWatch UK: "For most people,
tailoring your diet to your genetic make-up is about as scientific as
tailoring your diet to your star sign."
Sciona
• International company previously based in the UK
•Personalized health and nutrition recommendations
•Products were available through retail stores
•GeneWatch UK called on retail stores to stop offering
these tests
•Currently based in Boulder, Colorado
•Launching a campaign in 4 test markets
•Partnerships with retail stores and local health care
system
In store sales
• Lund Foods CEO: “…plan is to create a link between the
evaluations performed by Sciona and his stores’ food
experts, which have long provided consumers with diet
and nutritional advice and information.”
• Today Food Editor: “The idea, which is a good one, is to
help shoppers understand what they can do in their daily
food choices to either maintain their good health or help
correct certain genetic defects that the test may have
identified.”
Heart Health
 “Analyzes thirteen of
your genes that may
play an important role
in determining how
your body manages
overall heart health”
 “…assesses nine key
diet and lifestyle
action areas”
Bone Health
 “Analyzes four of your
genes that may play
an important role in
determining how your
body manages overall
bone health
 “..assesses seven key
diet and lifestyle
action areas”
Insulin Resistance
 “Analyzes five of your
genes that may play
an important role in
determining how your
body manages overall
insulin resistance”
 “..assesses five key
diet and lifestyle
action areas”
Genetic Assessment for Antioxidant
and Detoxification
 “Analyzes six of your
genes that may play
an important role in
determining how your
body manages overall
antioxidant/
detoxification health”
 “..assesses four key
diet and lifestyle
action areas”
Inflammation
Health
 “Analyzes six of your
genes that may play
an important role in
determining how your
body manages
inflammation”
 “..assesses four key
diet and lifestyle
action areas”
Consumer Demand?
•Sciona claims to have sold 10,000 kits in Europe, Asia and
the US
•Current use is likely limited to those who can afford to pay
•HealthSyles Survey indicates that only 14% of US population
are aware of these tests, and only 0.6% have used a test
- age and income are associated with awareness
(Goddard et al., GIM 2007;9:510-7)
Currently in the United States, no regulations are in place for evaluating the
accuracy and reliability of genetic testing. Most genetic tests developed by
laboratories are categorized as services, which the Food and Drug
Administration (FDA) does not regulate. This lack of government oversight is
particularly troublesome in light of the fact that a handful of companies have
started marketing test kits directly to the public. Some of these companies
make dubious claims about how the kits not only test for disease but also
serve as tools for customizing medicine, vitamins, and foods to each
individual's genetic makeup. (doegenomes.org)
Genetic information is unlike other health information, in that it also provides
information about your family members
Genetic testing to identify alleged risk factors that have no proven corrective
measures is simply a waste of money. As noted by Helen Wallace, Ph.D.,
Deputy Director of GeneWatch UK: "For most people, tailoring your diet to
your genetic make-up is about as scientific as tailoring your diet to your star
sign."
Why the Concern?
“Buyer Beware”
A recent report by the Government Accountability Office
highlighted a few of the concerns with four examples of DTC
nutrigenomic tests. The GAO report raised concerns that
the tests may mislead consumers by making unsound and
ambiguous
predictions about health risks. In addition, the test
results frequently include recommendations for the consumer
to purchase dietary supplements that may be significantly
overpriced compared with similar products available through
a supermarket or pharmacy and that may, in fact, be harmful
for some individuals.
Potential Benefits
•Increased focus on a healthy diet and lifestyle
•Motivate positive behavior change
•Increased awareness of risk of certain conditions
•Improved health and quality of life
•Focus on prevention
•Decreased morbidity and premature mortality
•Reduced health care costs
•Identify subgroups who might be particularly responsive or
resistant to environmental (dietary) intervention
• Better understanding of the mechanisms involved in
disease susceptibility
Potential Harms
•Attention is drawn away from other modifiable risk
factors
•Decreased use of other services
•False sense of security
•Focus on specific nutrients/foods
•Ineffective or harmful
•Misleading claims
•Dilute or contradict public health messages
Potential Harms, cont.
•Increased costs associated with personalized
diets and designer foods
•Targeting vulnerable populations
•Concerns surrounding confidentiality, insurance
•Biobanking of samples, informed consent
•Unintended consequences
From Promise to Practice
•Consistent evidence
•Evidence for clinical utility – added value
•Understand how information is used
•Culturally specific translation
•Thoughtful integration based on evidence
•Holistic approach
•Address ELSI issues prior to integration
•Access to services and “treatment”
Summary
•Potential is exciting
•Range of opinions regarding readiness of current
applications
•Many parallels to pharmacogenomics
•Dr. Arno Motulsky: “ the total promise of PGX is
often overstated and is unlikely to lead to a
revolution in therapeutics”
•May provide benefits to some individuals, but probably
not as broadly as currently predicted
Conclusions
•Obesity is influenced by both genes AND
environment
•Obesity is associated with poverty, SES and
education
•Diet is important
•High-fat energy-dense foods are often the
cheapest options for the consumer
•Health foods cost more
•Nutrigenomic testing is not ready for prime time
UW Center for Genomics
and Public Health
http://depts.washington.edu/cgph
Funded as part of the ASPH/CDC/ATSDR
cooperative agreement
Office of Genomics and Disease Prevention
Centers for Disease Control and Prevention

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PPT nutrigenomics obesity in nutrition.ppt

  • 1. Obesity, Nutrition, Nutrigenonmics – OH MY! Karen L. Edwards, Ph.D. Director, UW Center for Genomics and Public Health Department of Epidemiology and Institute for Public Health Genetics School of Public Health and Community Medicine University of Washington
  • 2. Objectives 1. Be familiar with the evidence for genetic influences on obesity 2. Be able to define nutrigenomics 3. Understand current limitations of nutrigenomic testing
  • 3. Outline 1. Background 2. Genetics of Obesity • Animals • Humans 3. Environmental effects 4. Nutrigenomics • Why the interest? • Current products and examples • Why the concern? • Moving from promise to practice 5. Summary and Conclusions
  • 4.  Mortality  Increased risk of premature death  Morbidity  Diabetes, Heart disease, Hypertension, some Cancers, Breathing Problems, Ischemic Stroke, Arthritis, and Reproductive Complications  Prevalence  59 million (30%) Americans are obese (BMI>= 30)  Rates are increasing faster than ever (epidemic proportions) Public Health Importance
  • 5. Risk Factors for Obesity  Diet: high calorie and low nutrient dense foods  Physical Inactivity  Age  Socioeconomic status  Certain medical conditions and medications  Race  Smoking cessation  Family History  Genetic susceptibility
  • 6. Evidence for Genetic Influences on Obesity
  • 7. Evidence for genetic influences: Humans • Familial aggregation - familial clustering of obesity in families • Twin Studies - greater concordance among MZ twins compared to DZ twins • Family Studies - variety of “statistical models” consistent with genetic influences
  • 8. The Search for Obesity Susceptibility Genes “I found one! I found one!” Kenneth M. Weiss & Joseph D. Terwilliger nature genetics • volume 26 • October 2000
  • 9. Candidate Genes and Single Gene Disorders: Chromosomal Location Image adapted from: Loos, R. J. and C. Bouchard (2003). J Intern Med 254(5): 401-25.
  • 10. Genetics of Human Obesity • Common form(s) of obesity are likely due to complex interactions between genes and environment - body fat pattern - appetite regulation - other pathways • Rare monogenic forms do not account for majority of cases
  • 11. Trends in Obesity From the CDC website: BRFSS Trends Data
  • 12. Trends in Obesity From the CDC Website: NHANES Study Data
  • 14. Nutrigenomics Integrates genomics and nutrition • Goal: Improving health and preventing disease through tailored diet and lifestyle prescriptions
  • 16. Nutrigenomics vs. Nutrigenetics Nutrigenomics  “Nutrigenomics refers to the application of genomics in nutrition research, enabling associations to be made between specific nutrients and genetic factors, e.g. the way in which food or food ingredients influence gene expression…Nutrigenomics should facilitate greater understanding of how nutrition affects metabolic pathways and how this process goes awry in diet-related diseases.” Chadwick R. (2004) Proceedings of the Nutrition Society 63:161-166. Nutrigenetics  “Nutrigenetics is the study of individual differences at the genetic level influencing response to diet. These individual differences may be at the level of single nucleotide polymorphisms rather than at the gene level…It is envisaged that nutrigenetics may lead to individualized dietary advice.” Chadwick R. (2004) Proceedings of the Nutrition Society 63:161- 166.
  • 17. Nutrigenomics vs. Nutrigenetics Nutrigenomics  “Nutrigenomics attempts to study the genome-wide influences of nutrition…[and] aims to identify the genes that influence the risk of diet- related diseases on a genome- wide scale, and to understand the mechanisms that underlie these genetic predispositions.” Muller M & Kersten S. (2003) Nature Reviews Genetics 4:315-322. Nutrigenetics  “Nutrigenetics examines the effect of genetic variation on the interaction between diet and disease or on nutrient requirements. Genetics has a pivotal role in determining an individual’s risk of developing a certain disease.” Muller M & Kersten S. (2003) Nature Reviews Genetics 4:315-322.
  • 18. Nutrigenomics vs. Nutrigenetics Nutrigenomics  “Nutrigenomics describes the use of functional genomic tools to probe a biological system following a nutritional stimulus that will permit an increased understanding of how nutritional molecules affect metabolic pathways and homeostatic control.” Mutch D, et al. (2005) FASEB Journal 19:1602-1616.  “Nutrigenomics focuses on the effect of nutrients on the genome, proteome, and metabolome.” Ordovas J & Mooser M. (2004) Current Opinion in Lipidology 15:101-108. Nutrigenetics  “Nutrigenetics embodies the science of identifying and characterizing gene variants associated with differential responses to nutrients, and relating this variation to disease states.” Mutch D, et al. (2005) FASEB Journal 19:1602-1616.  “Nutrigenetics examines the effect of genetic variation on the interaction between diet and exercise. This includes…gene variants associated with, or responsible for, differential responses to nutrients.” Ordovas J & Mooser M. (2004) Current Opinion in Lipidology 15:101-108.
  • 19. Nutrigenomics & Nutrigenetics: Two Sides of a Coin Mutch D, et al. (2005) FASEB Journal 19:1602-1616.
  • 20. Nutritional Genomics The study of how different foods can interact with particular genes to increase the risk of diseases such as type 2 diabetes, obesity, heart disease and some cancers Goal: Use of personalized diets to prevent or delay the onset of disease and optimize and maintain human health http://nutrigenomics.ucdavis.edu/pressarticles.htm
  • 21. Nutritional Genomics van Ommen B. (2004) Nutrition 20:4-8.
  • 22. Why the interest? •Improve health of populations • United States • Globally •Improve athletic performance •Weight loss •Potential economic impact •Functional food and dietary supplements is currently a $40 billion industry •The focus on nutrigenomics could mean an $80 billion dollar industry in 7-10 years
  • 23. What is the evidence? • Single Gene Disorders •PKU •Lactose intolerance • Complex conditions •Genes involved in susceptibility to complex diseases have been identified •Nutritional environment modifies the expression of genes •Metabolism of nutrients may vary by genotype, ultimately affecting health
  • 24. What is the public health implication? • Can we use this information along with our increasing knowledge of the genetics of obesity for public health applications? •Obesity epidemic
  • 25. Direct to Consumer Marketing • Health Clubs • Vending Machines •Internet •Retail stores
  • 27.
  • 28. Weight Loss DNA Diet Builds Customized Weight-Loss Plan One-size-fits-all diets could be a thing of the past. NBC station KNSD in San Diego reported that a handful of bio-tech companies are promising a high-tech recipe for losing weight and eating better. The newest weight-loss plan is a customized diet based on your DNA. The DNA diet is a personalized meal plan that claims to be based on your unique genetic blueprint. Katzin claims that based on your DNA profile she can “determine whether someone should increase the amount of folic acid, B-6 or B-12, for example. So, we would choose foods that are rich in those supplements.” … “interprets the data and makes a customized meal plan. Her suggestions range from “ taking more vitamins to eating more meat.”
  • 29. Diet Design, One Pair of “Genes” at a Time Health: You Are What You Eat Oct. 31, 2005 issue - Bruce Morrill is something of a health nut. So when his nutritionist suggested he take a $695 DNA test so she could individualize his diet plan, Morrill, a 42- year-old UPS driver from Reno, Nev., agreed.
  • 30. Currently in the United States, no regulations are in place for evaluating the accuracy and reliability of genetic testing. Most genetic tests developed by laboratories are categorized as services, which the Food and Drug Administration (FDA) does not regulate. This lack of government oversight is particularly troublesome in light of the fact that a handful of companies have started marketing test kits directly to the public. Some of these companies make dubious claims about how the kits not only test for disease but also serve as tools for customizing medicine, vitamins, and foods to each individual's genetic makeup. (doegenomes.org) Genetic testing to identify alleged risk factors that have no proven corrective measures is simply a waste of money. As noted by Helen Wallace, Ph.D., Deputy Director of GeneWatch UK: "For most people, tailoring your diet to your genetic make-up is about as scientific as tailoring your diet to your star sign."
  • 31. Sciona • International company previously based in the UK •Personalized health and nutrition recommendations •Products were available through retail stores •GeneWatch UK called on retail stores to stop offering these tests •Currently based in Boulder, Colorado •Launching a campaign in 4 test markets •Partnerships with retail stores and local health care system
  • 33. • Lund Foods CEO: “…plan is to create a link between the evaluations performed by Sciona and his stores’ food experts, which have long provided consumers with diet and nutritional advice and information.” • Today Food Editor: “The idea, which is a good one, is to help shoppers understand what they can do in their daily food choices to either maintain their good health or help correct certain genetic defects that the test may have identified.”
  • 34. Heart Health  “Analyzes thirteen of your genes that may play an important role in determining how your body manages overall heart health”  “…assesses nine key diet and lifestyle action areas”
  • 35. Bone Health  “Analyzes four of your genes that may play an important role in determining how your body manages overall bone health  “..assesses seven key diet and lifestyle action areas”
  • 36. Insulin Resistance  “Analyzes five of your genes that may play an important role in determining how your body manages overall insulin resistance”  “..assesses five key diet and lifestyle action areas”
  • 37. Genetic Assessment for Antioxidant and Detoxification  “Analyzes six of your genes that may play an important role in determining how your body manages overall antioxidant/ detoxification health”  “..assesses four key diet and lifestyle action areas”
  • 38. Inflammation Health  “Analyzes six of your genes that may play an important role in determining how your body manages inflammation”  “..assesses four key diet and lifestyle action areas”
  • 39.
  • 40. Consumer Demand? •Sciona claims to have sold 10,000 kits in Europe, Asia and the US •Current use is likely limited to those who can afford to pay •HealthSyles Survey indicates that only 14% of US population are aware of these tests, and only 0.6% have used a test - age and income are associated with awareness (Goddard et al., GIM 2007;9:510-7)
  • 41. Currently in the United States, no regulations are in place for evaluating the accuracy and reliability of genetic testing. Most genetic tests developed by laboratories are categorized as services, which the Food and Drug Administration (FDA) does not regulate. This lack of government oversight is particularly troublesome in light of the fact that a handful of companies have started marketing test kits directly to the public. Some of these companies make dubious claims about how the kits not only test for disease but also serve as tools for customizing medicine, vitamins, and foods to each individual's genetic makeup. (doegenomes.org) Genetic information is unlike other health information, in that it also provides information about your family members Genetic testing to identify alleged risk factors that have no proven corrective measures is simply a waste of money. As noted by Helen Wallace, Ph.D., Deputy Director of GeneWatch UK: "For most people, tailoring your diet to your genetic make-up is about as scientific as tailoring your diet to your star sign." Why the Concern?
  • 42. “Buyer Beware” A recent report by the Government Accountability Office highlighted a few of the concerns with four examples of DTC nutrigenomic tests. The GAO report raised concerns that the tests may mislead consumers by making unsound and ambiguous predictions about health risks. In addition, the test results frequently include recommendations for the consumer to purchase dietary supplements that may be significantly overpriced compared with similar products available through a supermarket or pharmacy and that may, in fact, be harmful for some individuals.
  • 43. Potential Benefits •Increased focus on a healthy diet and lifestyle •Motivate positive behavior change •Increased awareness of risk of certain conditions •Improved health and quality of life •Focus on prevention •Decreased morbidity and premature mortality •Reduced health care costs •Identify subgroups who might be particularly responsive or resistant to environmental (dietary) intervention • Better understanding of the mechanisms involved in disease susceptibility
  • 44. Potential Harms •Attention is drawn away from other modifiable risk factors •Decreased use of other services •False sense of security •Focus on specific nutrients/foods •Ineffective or harmful •Misleading claims •Dilute or contradict public health messages
  • 45. Potential Harms, cont. •Increased costs associated with personalized diets and designer foods •Targeting vulnerable populations •Concerns surrounding confidentiality, insurance •Biobanking of samples, informed consent •Unintended consequences
  • 46. From Promise to Practice •Consistent evidence •Evidence for clinical utility – added value •Understand how information is used •Culturally specific translation •Thoughtful integration based on evidence •Holistic approach •Address ELSI issues prior to integration •Access to services and “treatment”
  • 47. Summary •Potential is exciting •Range of opinions regarding readiness of current applications •Many parallels to pharmacogenomics •Dr. Arno Motulsky: “ the total promise of PGX is often overstated and is unlikely to lead to a revolution in therapeutics” •May provide benefits to some individuals, but probably not as broadly as currently predicted
  • 48. Conclusions •Obesity is influenced by both genes AND environment •Obesity is associated with poverty, SES and education •Diet is important •High-fat energy-dense foods are often the cheapest options for the consumer •Health foods cost more •Nutrigenomic testing is not ready for prime time
  • 49. UW Center for Genomics and Public Health http://depts.washington.edu/cgph Funded as part of the ASPH/CDC/ATSDR cooperative agreement Office of Genomics and Disease Prevention Centers for Disease Control and Prevention