Related Experiment Video
Updated: May 11, 2026

A Murine Pancreatic Islet Cell-based Screening for Diabetogenic Environmental Chemicals
Published on: June 25, 2018
Disentangling the Multifactorial Influences on Diabetes Risk Among Rural Communities: Food Environment, Diet Quality,
David C Lee1,2, Haley L Motola3, Jessie Moore3
1Department of Emergency Medicine, NYU School of Medicine, New York, New York, USA.
Rural diabetes risk is significantly influenced by socioeconomic factors, diet, and chemical exposures. Identifying these modifiable factors is key to reducing the diabetes burden in rural communities.
Area of Science:
- Environmental Health
- Epidemiology
- Nutritional Science
Background:
- Rural populations face higher rates of type 2 diabetes and related mortality compared to urban areas.
- Understanding the multifaceted contributors to diabetes in rural settings is crucial for targeted interventions.
Purpose of the Study:
- To investigate the combined impact of demographic, socioeconomic, food environment, diet quality, and chemical exposures on type 2 diabetes risk in rural communities.
- To identify key risk factors for diagnosed diabetes and glycemic control (HbA1c) in a rural cohort.
Main Methods:
- An observational cohort study was conducted in rural Sullivan County, including surveys and biospecimen collection.
- Endocrine-disrupting chemicals (bisphenols, phthalates) were measured, considering higher canned food consumption in rural areas.
- LASSO regression analysis was employed to determine the relative influence of various factors on diabetes risk.
Main Results:
- Strongest predictors of diagnosed diabetes included older age, lower income, Hispanic ethnicity, red meat intake, fast food proximity, and specific phthalates.
- High HbA1c levels were associated with older age, non-Hispanic Black ethnicity, trans-fat/red meat intake, higher BMI, total bisphenols, and high-molecular-weight phthalates.
Conclusions:
- Demographic and socioeconomic factors emerged as the primary drivers of rural diabetes risk.
- Diet quality, food environment, and chemical exposures significantly contributed to diabetes risk, highlighting modifiable targets.
- The study identified actionable risk factors to potentially alleviate the burden of diabetes in rural populations.
Related Concept Videos
Type II Diabetes I: Introduction
Type II Diabetes II: Pathophysiology
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Confounding in Epidemiological Studies
Pathophysiology of Diabetes
Type 1 diabetes is characterized by autoimmune-mediated destruction of pancreatic β cells, with environmental factors potentially triggering this process in genetically susceptible individuals. Despite many not having a family history, certain genes increase susceptibility, suggesting a...
Type I Diabetes II: Pathophysiology
