emerging links between diabetes and environmental exposures to arsenic and dioxin j. jina shah, md,...

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Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public Health

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Page 1: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Emerging Links Between Diabetes and Environmental

Exposures to Arsenic and DioxinJ. Jina Shah, MD, MPH

Lynn Goldman, MD, MPH

Johns Hopkins School of Public Health

Page 2: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Diabetes: Definitions

• “a group of heterogeneous disorders with the common elements of hyperglycemia and glucose intolerance, due to insulin deficiency, impaired effectiveness of insulin action, or both”

• other elements “in its fully developed form” (Fajans, 1971, cited in Welborn, 1984) – microvascular complications

– accelerated atherogenesis

Page 3: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Classification Criteria in Evolution but Most Still Type II

• More recent classifications separate etiology from severity

• Increasing genetic, immunological expertise allows for more specific diagnoses

• However, majority are classified by clinical and blood glucose criteria

• 90% of diabetes in the world is classified Type II

Page 4: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Why is it important?

Page 5: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

High worldwide burden of disease, high projected increase

• 1997: 120-147 million people, 2.1% of population– 66 million in Asia– 22 million in Europe– 13 million in North and Latin America– 8 million in Africa– 1 million in Oceana

• 2010: 213 to 215 million people (3%)– Asia and Africa to have greatest (2 to 3X) potential to

increase– Asia likely to have 61% of total

Page 6: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

US Prevalence

• 1998 NHIS data

• 10.5 million diabetics

• 5.4 million undiagnosed

• 13.4 million with impaired fasting glucose

• Even more with impaired glucose tolerance

Page 7: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Prevalence of Diabetes Among Adults,1990 (BRFSS)

<4% 4–6% >6%

Page 8: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Prevalence of Diabetes Among U.S. Adults, 1993-1994 (BRFSS)

<4% 4–6% >6%

Page 9: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Prevalence of Diabetes Among US Adults, 1999 (BRFSS)

<4% 4–6% >6%

Page 10: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

High Cost to Individual and Society

• Costs estimated for US $92 billion in 1997

• $11,000 per capita

• Direct medical and productivity costs

• Some costs, such as suffering of patients and families, not quantifiable though people try to incorporate quality of life into calculations

Page 11: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

What do we know about causes?

Page 12: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Biological Determinants

• Age• Genetics• Obesity• Family history• Ethnicity

– People of color: greater prevalence and severity

– There is more data on African Americans and Hispanics than on Asian and Native Americans

Page 13: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Environmental Determinants

• Diet, physical activity (obesity)

• Globalization, modernization, westernization

• Exposures such as arsenic and dioxin

• Other environmental exposures

Page 14: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Gene-Environment Interactions

Biologically vulnerable

Diabetes

Environmental factors, exposures

Barker hypothesis-cell defect

Page 15: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Environmental Exposures

Page 16: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Arsenic Ingestion - DrinkingWater

• Bangladesh• Elevated PRs for glucosuria from PR=3 to 9 in one

study.

• PR= 1 to 3 in another study

• Both with dose-response patterns

• Taiwan• Prospective cohort study: RR 2.1, RR= 1.03 for every

mg-L/year in arsenic exposure.

• Mortality study: non significantly elevated SMRs.

• Retrospective cohort study: OR 8.6 to 10 in dose response fashion.

Page 17: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Arsenic Inhalation – Occupational

• Swedish mortality studies– Glass workers

OR nonsignificant

– Copper Smelter workersOR 2 to 7, dose response pattern

Page 18: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Arsenic Conclusions

• Evidence of an association between arsenic and diabetes in 5 separate studies

• Further study is warranted, along with consideration of precautionary steps to avoid exposure

Page 19: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Dioxin Exposures-Environmental Releases

• Residential exposures– Seveso , Italy

mortality increased, not statistically significant– Jacksonville, AK Superfund site

for “high” insulin concentration, ORs=9 to 56

Page 20: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Dioxin Exposures-Veterans

• Veterans– Ranch Hands

• increased mean insulin, diabetes prevalence, glucose and insulin abnormalities

• Those with background levels of exposure did not have significantly increased risk

– Army chemical corps sprayers, increased risk

Page 21: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Dioxin Exposures – Other Industrial Workers

• IARC cohort exposed to phenoxy herbicides and chlorophenols– RR 2.25 for diabetes as underlying cause of

death in exposed vs. non exposed

• Other occupational cohorts with mixed findings, no clear dose-response pattern

Page 22: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Dioxins Conclusions

• “Limited but suggestive” evidence of association for dioxin (finding could be due to chance, bias, or confounding) per the IOM

Page 23: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

How much of a contribution are the exposures?

• Unknown, but probably small relative to other known risk factors

• IOM, VAO, Update 2000:

“These studies indicate that the increased risk, if any, from herbicide or dioxin exposure appears to be small. The known predictors of diabetes risk-family history, physical inactivity and obesity continue to greatly outweigh any suggested increase from exposure to herbicides.”

Page 24: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Recommendations

• Better studies regarding environmental exposures– standard case definition for diabetes– good exposure measurements– prospective study design– adequate control for confounding variables

Page 25: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

How do we get better exposure and outcome measures?

• Better tracking of exposures

• Better tracking of chronic diseases for specific populations and in specific localities

Page 26: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Risk reduction of known factors

• Encourage policy initiatives to increase physical activity and promote a more sound diet for individuals and society

• Address globalization, modernization, westernization, which lead to more sedentary lifestyles and higher fat diets

• Take steps to reduce exposure to arsenic and dioxins

Page 27: Emerging Links Between Diabetes and Environmental Exposures to Arsenic and Dioxin J. Jina Shah, MD, MPH Lynn Goldman, MD, MPH Johns Hopkins School of Public

Acknowledgements and Contact Info

• On this project, I was supervised by Lynn Goldman, at Johns Hopkins Bloomberg School of Public Health and supported by Physicians for Social Responsibility.

• This project was not done under the Centers for Disease Control, but I am currently working at CDC. I can be contacted at [email protected].