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population science
 and clinical research



         Tim Byers MD MPH
University of Colorado Cancer Center
 Colorado School of Public Health
     Tim.Byers@ucdenver.edu
This year there will be more deaths
in the World from cancer than from:
This year there will be more deaths
in the World from cancer than from:

         Malaria
This year there will be more deaths
in the World from cancer than from:

         Malaria
         Tuberculosis
This year there will be more deaths
in the World from cancer than from:

         Malaria
         Tuberculosis
         HIV
This year there will be more deaths
in the World from cancer than from:

         Malaria
         Tuberculosis
         HIV
         Childhood diarrhea
This year there will be more deaths
in the World from cancer than from:

         Malaria
         Tuberculosis
         HIV
         Childhood diarrhea

            Combined
Deaths in the World in 2010
• Cancer       8,000,000

•   Diarrhea   1,400,000
•   HIV        1,500,000
•   TB         1,200,000
•   Malaria    1,200,000

• IHD          7,000,000
• Stroke       5,900,000
• COPD         2,900,000
Global importance
       of obesity and cancer

• Cancer is the leading cause of death

• Obesity is pandemic (global fattening)

• Obesity is a (the) leading cause of
  cancer
What causes cancer?
What causes car crashes?
What causes car crashes?
• Vehicle factors
  – Manufacture, maintenance


• Driver factors
  – Biologic, behavioral


• Road factors
  – Design, maintenance


• Weather

• Bad luck
Discovery and re-discovery of the
 obesity and cancer relationship
Larry Garfinkel 1922 to 2010
Pioneer in obesity and cancer epidemiology

                         Lew EA, Garfinkel L.
 Variations in mortality by weight among 750,000 men and women.
                 J Chronic Dis. 1979;32(8):563–576
Discovery and re-discovery of the
 obesity and cancer relationship

• Larry Garfinkel (ACS CPS-1 1970’s)

• Jean Calle (ACS CPS-1 paper in NEJM 1999)

• IARC Report 2002

• Jean Calle (ACS CPS-2 paper in NEJM 2003)

• WCRF Report 2007
Food, Nutrition, Physical
Activity, and the Prevention
of Cancer:
a Global Perspective


Published November, 2007
Challenges for WCRF
•   Nutrition is complex
    » Foods
    » Nutrients
    » Preparation methods
    » Additives and contaminants
    » Energy balance

•   The volume of literature is large

•   Different factors in different populations
WCFR conclusions matrix
                                 CRC   Oral   Esoph   Stom   Lung   Pre-   Post-    Endom Prost   Pancr   Liver   Kidney Ovary   Gallbl   NPC   Skin
                                                                    breast breast
Physical activity
Lactation
Fruits
Non-starchy vegetables
Selenium
Allium vegetables
Tomatoes
Garlic
Foods containing dietary fibre
Calcium supplements
Milk & dairy products
Salt
Maté
Salt preserved foods
Cantonese style salted fish
Aflatoxins
Beta-carotene supplements
Arsenic
Red meat
Processed meat
Birthweight
Attained height
Body fatness
Alcoholic drinks


       Convincing benefit
        Probable benefit
         Probable harm
        Convincing harm
WCRF conclusions: obesity
• Convincing
  • Postmenopausal Breast
  • Endometrial
  • Colorectal
  • Esophagus
  • Pancreas
  • Kidney

• Probable
  • Premenopausal breast (reduced risk)
  • Gallbladder
Obesity may be the most
important of all the nutritional
   risk factors for cancer

        •   Many sites
        •   Men and women
        •   Preventable
        •   Modifiable
WCRF estimates of
preventable fraction of
 cancers from obesity

   United States    20%
   United Kingdom   17%
   Brazil           13%
   China            12%
WCRF estimates of the preventable
fraction of cancers from obesity in U.S.
          Breast            17%
          Endometrial       49%
          Esophagus         35%
          Colorectum        9%
          Pancreas          28%
          Gall bladder      21%
          Kidney            24%

          All above sites   20%
WCRF recommendations
1. Avoid being overweight
2. Be active
3. Eat less energy dense foods
4. Eat more plants
5. Eat less meat
6. Drink little or no alcohol
7. Avoid poorly preserved foods
8. Do not rely on nutritional supplements
9. Breastfeed
10. Cancer survivors: as above
WCRF body weight
            Recommendations
•Be as lean as possible within the normal range of body weight

•Through childhood and adolescence
project toward the lower end of
normal body weight (BMI 18.5)

•Throughout adulthood stay within the
normal range of body weight (BMI <25)

•Avoid weight gain and increases                            in
waist circumference in adulthood
BMI and Breast Cancer
Mechanisms linking
obesity and breast cancer
•   Estrogens
•   SHBG
•   Cytokines ?
•   Insulin ?
•   IGF / IGFBP3 ?
•   Innocent bystander ?
    – Probably not
Obesity and risk of breast
    cancer recurrence
• Recurrence risk increased among obese
  (BMI > 30) vs normal weight (BMI<25)

• Obesity risk seen in various subgroups
  – Postmenopausal                                 BMI <25
  – Premenopausal    % recurrence free

  – ER positive                          BMI >30

  – ER negative
  – WithTamoxifen
                                           weeks
How can we know that weight
loss will reverse cancer risk?
How can we know that weight
 loss will reverse cancer risk?

• Observational epidemiology
How can we know that weight
 loss will reverse cancer risk?

• Observational epidemiology

• Randomized controlled trials
  – (large trials with cancer endpoints)
How can we know that weight
 loss will reverse cancer risk?

• Observational epidemiology

• Randomized controlled trials
  – (large trials with cancer endpoints)


• Understanding of intermediary factors
  – (proof of their modulation in small trials)
Mechanisms linking
obesity and endometrial
         cancer

        •Estrogens

        •Estrogens

        •Estrogens

        •Cytokines?
Mechanisms linking
   obesity and
esophageal cancer

     • Reflux

     • Cytokines ?
Mechanisms
linking obesity and
 colorectal cancer
    • Cytokines

    • Insulin

    • IGF

    • Innocent bystander?
        •Diet
        •Physical activity
Mechanisms linking
obesity and kidney
  (and pancreas)
      cancer

  • Few good ideas
WCRF conclusions for
  Physical Activity

• Convincing
  • Colorectal

• Probable
  • Postmenopausal Breast
  • Endometrial
Physical activity and
          cancer
• Protective for both men and women

• Overlaps with obesity

• Also apparent independent benefits
Physical (In)Activity
BMI




      Cancer
BMI


      Intermediaries
        Micronutrients
        Hormones
        Other growth factors
        Inflammation
        Immune function




                               Cancer
BMI
                                    Diet


           Intermediaries
             Micronutrients
             Hormones
             Other growth factors
             Inflammation
             Immune function


Activity
                                     Cancer
How can we determine
           causal pathways?
• Measure effect modification
    – Works only for strong associations


• Conduct interventions
    – Modulate weight and measure mediators
    – Modulate mediator and measure effects toward
      cancer


•
How can we determine
         causal pathways?
• Measure effect modification
  – Works only for strong associations


• Conduct interventions
  – Modulate weight and measure mediators
  – Modulate mediator and measure effects toward
    cancer


• Draw pictures
  – Combining imagination and PowerPoint is scientifically
    dangerous
Correlates of obesity

• Behavioral
  – Diet
  – Physical activity
  – Medical care


• Physiologic
  –   Hormonal
  –   Other growth factors
  –   Inflammation
  –   Micronutrients
RCT’s of intentional weight loss
    and changes in cytokines

             •   IL-6
             •   TGF-alpha
             •   Leptin
             •   Adiponectin
             •   CRP
             •   others
Byers T and Sedjo R Diabetes Obesity and Metabolism 2011 13:1063-72
CRP reduction with weight loss
                           0   5   10   15   20   25   30   35   40
                       0
                      10
                      20
   % CRP reduction




                      30
                      40
                      50
                      60
                      70
                      80
                      90
                     100
                                    % body weight loss
Byers T and Sedjo R Diabetes Obesity and Metabolism 2011 13:1063-72
Why do we need to
 understand obesity-cancer
      intermediaries?

• Fill holes in our understanding of biology

• Identify targets for prevention
Why do we need to be
   skeptical about obesity-
   cancer intermediaries?

• Changing intermediaries many times does
  not change risk of disease

• Remember HLD
My recommendations
            for research
• Find better ways to reduce obesity

• Prove reversibility

• Better understand the mechanisms and
test their change in focused trials

• Find ways to unlink obesity and cancer
BMI and Mortality among Women
                         2.4
                         2.2
                         2.0
                                       Cardiovascular
                         1.8
         Relative Risk




                         1.6           Cancer

                         1.4
                         1.2
                         1.0
                         0.8
                         0.6
                                          4


                                          9


                                          4


                                          9


                                          4


                                          9


                                          9


                                          9


                                          9


                                          9
                                5

                                       0.


                                       1.


                                       3.




                                       6.


                                       7.


                                       9.




                                       9.
                                       4.




                                       1.


                                       4.
                             8.

                                    -2




                                    -2
                                    -2


                                    -2


                                    -2




                                    -2


                                    -2


                                    -3


                                    -3


                                    -3
                          <1


                                 .5


                                 .5




                                 .0


                                 .5


                                 .0




                                 .0
                                 .0


                                 .5




                                 .0


                                 .0
                               18




                               25


                               26




                               35
                               20


                               22


                               23




                               28


                               30


                               32
                                    Body-Mass Index

Source: Calle EE, et al. NEJM. 1999;341:1097-1105.
Obesity related diseases

 •   Heart disease
 •   Stroke
 •   Diabetes
 •   Cancer
 •   Sleep apnea
 •   Arthritis
 •   Reproductive complications
 •   Gall bladder disease
 •   Others
Common risk factors
     for CHD, Cancer, DM
    CHD          CANCER           DM
• Obesity      • Obesity      • Obesity
• Physical     • Physical     • Physical
  inactivity     inactivity     inactivity
• Low F&V      • Low F&V      • Low F&V
• Tobacco      • Tobacco      • Tobacco?
• No alcohol   • Alcohol      • Alcohol?
Policy opportunities for
  reversing global fattening

• Convergence of evidence for
  cancer, heart disease, diabetes

• Collaboration across
  governments and NGOs
United Nations General Assembly                 16 September 2011

 Political declaration of the High-level Meeting of the General
       Assembly on the Prevention and Control of NCDs

1. Acknowledge that the global burden and threat of non-communicable
diseases constitutes one of the major challenges for development in the
twenty-first century, which undermines social and economic development
throughout the world, and threatens the achievement of internationally
agreed development goals;

2. Recognize that non-communicable diseases are a threat to the
economies of
many Member States, and may lead to increasing inequalities between
countries and populations;

3. Recognize the primary role and responsibility of Governments in
responding
to the challenge of non-communicable diseases and the essential need for
the efforts
“For prevention you have to do
 the right thing….

….and enough of it.”


                 Pekka Puska
Do the right thing,
not just the easy thing
population science
 and clinical research



         Tim Byers MD MPH
University of Colorado Cancer Center
 Colorado School of Public Health
     Tim.Byers@ucdenver.edu

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Byers opac2013

  • 1. population science and clinical research Tim Byers MD MPH University of Colorado Cancer Center Colorado School of Public Health Tim.Byers@ucdenver.edu
  • 2. This year there will be more deaths in the World from cancer than from:
  • 3. This year there will be more deaths in the World from cancer than from:  Malaria
  • 4. This year there will be more deaths in the World from cancer than from:  Malaria  Tuberculosis
  • 5. This year there will be more deaths in the World from cancer than from:  Malaria  Tuberculosis  HIV
  • 6. This year there will be more deaths in the World from cancer than from:  Malaria  Tuberculosis  HIV  Childhood diarrhea
  • 7. This year there will be more deaths in the World from cancer than from:  Malaria  Tuberculosis  HIV  Childhood diarrhea Combined
  • 8. Deaths in the World in 2010 • Cancer 8,000,000 • Diarrhea 1,400,000 • HIV 1,500,000 • TB 1,200,000 • Malaria 1,200,000 • IHD 7,000,000 • Stroke 5,900,000 • COPD 2,900,000
  • 9. Global importance of obesity and cancer • Cancer is the leading cause of death • Obesity is pandemic (global fattening) • Obesity is a (the) leading cause of cancer
  • 11. What causes car crashes?
  • 12. What causes car crashes? • Vehicle factors – Manufacture, maintenance • Driver factors – Biologic, behavioral • Road factors – Design, maintenance • Weather • Bad luck
  • 13. Discovery and re-discovery of the obesity and cancer relationship
  • 14. Larry Garfinkel 1922 to 2010 Pioneer in obesity and cancer epidemiology Lew EA, Garfinkel L. Variations in mortality by weight among 750,000 men and women. J Chronic Dis. 1979;32(8):563–576
  • 15. Discovery and re-discovery of the obesity and cancer relationship • Larry Garfinkel (ACS CPS-1 1970’s) • Jean Calle (ACS CPS-1 paper in NEJM 1999) • IARC Report 2002 • Jean Calle (ACS CPS-2 paper in NEJM 2003) • WCRF Report 2007
  • 16. Food, Nutrition, Physical Activity, and the Prevention of Cancer: a Global Perspective Published November, 2007
  • 17. Challenges for WCRF • Nutrition is complex » Foods » Nutrients » Preparation methods » Additives and contaminants » Energy balance • The volume of literature is large • Different factors in different populations
  • 18. WCFR conclusions matrix CRC Oral Esoph Stom Lung Pre- Post- Endom Prost Pancr Liver Kidney Ovary Gallbl NPC Skin breast breast Physical activity Lactation Fruits Non-starchy vegetables Selenium Allium vegetables Tomatoes Garlic Foods containing dietary fibre Calcium supplements Milk & dairy products Salt Maté Salt preserved foods Cantonese style salted fish Aflatoxins Beta-carotene supplements Arsenic Red meat Processed meat Birthweight Attained height Body fatness Alcoholic drinks Convincing benefit Probable benefit Probable harm Convincing harm
  • 19. WCRF conclusions: obesity • Convincing • Postmenopausal Breast • Endometrial • Colorectal • Esophagus • Pancreas • Kidney • Probable • Premenopausal breast (reduced risk) • Gallbladder
  • 20. Obesity may be the most important of all the nutritional risk factors for cancer • Many sites • Men and women • Preventable • Modifiable
  • 21. WCRF estimates of preventable fraction of cancers from obesity United States 20% United Kingdom 17% Brazil 13% China 12%
  • 22. WCRF estimates of the preventable fraction of cancers from obesity in U.S. Breast 17% Endometrial 49% Esophagus 35% Colorectum 9% Pancreas 28% Gall bladder 21% Kidney 24% All above sites 20%
  • 23. WCRF recommendations 1. Avoid being overweight 2. Be active 3. Eat less energy dense foods 4. Eat more plants 5. Eat less meat 6. Drink little or no alcohol 7. Avoid poorly preserved foods 8. Do not rely on nutritional supplements 9. Breastfeed 10. Cancer survivors: as above
  • 24. WCRF body weight Recommendations •Be as lean as possible within the normal range of body weight •Through childhood and adolescence project toward the lower end of normal body weight (BMI 18.5) •Throughout adulthood stay within the normal range of body weight (BMI <25) •Avoid weight gain and increases in waist circumference in adulthood
  • 25. BMI and Breast Cancer
  • 26. Mechanisms linking obesity and breast cancer • Estrogens • SHBG • Cytokines ? • Insulin ? • IGF / IGFBP3 ? • Innocent bystander ? – Probably not
  • 27. Obesity and risk of breast cancer recurrence • Recurrence risk increased among obese (BMI > 30) vs normal weight (BMI<25) • Obesity risk seen in various subgroups – Postmenopausal BMI <25 – Premenopausal % recurrence free – ER positive BMI >30 – ER negative – WithTamoxifen weeks
  • 28. How can we know that weight loss will reverse cancer risk?
  • 29. How can we know that weight loss will reverse cancer risk? • Observational epidemiology
  • 30. How can we know that weight loss will reverse cancer risk? • Observational epidemiology • Randomized controlled trials – (large trials with cancer endpoints)
  • 31. How can we know that weight loss will reverse cancer risk? • Observational epidemiology • Randomized controlled trials – (large trials with cancer endpoints) • Understanding of intermediary factors – (proof of their modulation in small trials)
  • 32. Mechanisms linking obesity and endometrial cancer •Estrogens •Estrogens •Estrogens •Cytokines?
  • 33. Mechanisms linking obesity and esophageal cancer • Reflux • Cytokines ?
  • 34. Mechanisms linking obesity and colorectal cancer • Cytokines • Insulin • IGF • Innocent bystander? •Diet •Physical activity
  • 35. Mechanisms linking obesity and kidney (and pancreas) cancer • Few good ideas
  • 36. WCRF conclusions for Physical Activity • Convincing • Colorectal • Probable • Postmenopausal Breast • Endometrial
  • 37. Physical activity and cancer • Protective for both men and women • Overlaps with obesity • Also apparent independent benefits
  • 38.
  • 40. BMI Cancer
  • 41. BMI Intermediaries Micronutrients Hormones Other growth factors Inflammation Immune function Cancer
  • 42. BMI Diet Intermediaries Micronutrients Hormones Other growth factors Inflammation Immune function Activity Cancer
  • 43. How can we determine causal pathways? • Measure effect modification – Works only for strong associations • Conduct interventions – Modulate weight and measure mediators – Modulate mediator and measure effects toward cancer •
  • 44. How can we determine causal pathways? • Measure effect modification – Works only for strong associations • Conduct interventions – Modulate weight and measure mediators – Modulate mediator and measure effects toward cancer • Draw pictures – Combining imagination and PowerPoint is scientifically dangerous
  • 45. Correlates of obesity • Behavioral – Diet – Physical activity – Medical care • Physiologic – Hormonal – Other growth factors – Inflammation – Micronutrients
  • 46. RCT’s of intentional weight loss and changes in cytokines • IL-6 • TGF-alpha • Leptin • Adiponectin • CRP • others Byers T and Sedjo R Diabetes Obesity and Metabolism 2011 13:1063-72
  • 47. CRP reduction with weight loss 0 5 10 15 20 25 30 35 40 0 10 20 % CRP reduction 30 40 50 60 70 80 90 100 % body weight loss Byers T and Sedjo R Diabetes Obesity and Metabolism 2011 13:1063-72
  • 48. Why do we need to understand obesity-cancer intermediaries? • Fill holes in our understanding of biology • Identify targets for prevention
  • 49. Why do we need to be skeptical about obesity- cancer intermediaries? • Changing intermediaries many times does not change risk of disease • Remember HLD
  • 50. My recommendations for research • Find better ways to reduce obesity • Prove reversibility • Better understand the mechanisms and test their change in focused trials • Find ways to unlink obesity and cancer
  • 51. BMI and Mortality among Women 2.4 2.2 2.0 Cardiovascular 1.8 Relative Risk 1.6 Cancer 1.4 1.2 1.0 0.8 0.6 4 9 4 9 4 9 9 9 9 9 5 0. 1. 3. 6. 7. 9. 9. 4. 1. 4. 8. -2 -2 -2 -2 -2 -2 -2 -3 -3 -3 <1 .5 .5 .0 .5 .0 .0 .0 .5 .0 .0 18 25 26 35 20 22 23 28 30 32 Body-Mass Index Source: Calle EE, et al. NEJM. 1999;341:1097-1105.
  • 52. Obesity related diseases • Heart disease • Stroke • Diabetes • Cancer • Sleep apnea • Arthritis • Reproductive complications • Gall bladder disease • Others
  • 53. Common risk factors for CHD, Cancer, DM CHD CANCER DM • Obesity • Obesity • Obesity • Physical • Physical • Physical inactivity inactivity inactivity • Low F&V • Low F&V • Low F&V • Tobacco • Tobacco • Tobacco? • No alcohol • Alcohol • Alcohol?
  • 54. Policy opportunities for reversing global fattening • Convergence of evidence for cancer, heart disease, diabetes • Collaboration across governments and NGOs
  • 55. United Nations General Assembly 16 September 2011 Political declaration of the High-level Meeting of the General Assembly on the Prevention and Control of NCDs 1. Acknowledge that the global burden and threat of non-communicable diseases constitutes one of the major challenges for development in the twenty-first century, which undermines social and economic development throughout the world, and threatens the achievement of internationally agreed development goals; 2. Recognize that non-communicable diseases are a threat to the economies of many Member States, and may lead to increasing inequalities between countries and populations; 3. Recognize the primary role and responsibility of Governments in responding to the challenge of non-communicable diseases and the essential need for the efforts
  • 56. “For prevention you have to do the right thing…. ….and enough of it.” Pekka Puska
  • 57. Do the right thing, not just the easy thing
  • 58. population science and clinical research Tim Byers MD MPH University of Colorado Cancer Center Colorado School of Public Health Tim.Byers@ucdenver.edu