SynthesisInternational journal of environmental research and public health2018
Environmental Risk Factors for Developing Type 2 Diabetes Mellitus: A Systematic Review.
Synthesis in International journal of environmental research and public health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05261776 (The Effects of Pilates on Functional Capacity and Blood Glucose Levels in Adults With Diabetes Type 2), which is not on this map. Cited by 189 papers, 11 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The Effects of Pilates on Functional Capacity and Blood Glucose Levels in Adults With Diabetes Type 2
Who cites it
189 citing papers in PubMed, 11 syntheses or guidelines pooled it.
- Epidemiological and mechanistic links between PMFrontiers in endocrinology · 2025Pooled it
- Global positioning system-based food environment exposures, diet-related, and cardiometabolic health outcomes: a systematic review and research agenda.International journal of health geographics · 2024Pooled it
- A systematic review on the level of risk perception of diabetes mellitus: The role of environmental factor.PloS one · 2024Pooled it
- Neighborhood infrastructure-related risk factors and non-communicable diseases: a systematic meta-review.Environmental health : a global access science source · 2023Pooled it
- Does crime trigger genetic risk for type 2 diabetes in young adults? A G x E interaction study using national data.Social science & medicine (1982) · 2022Pooled it
- The Associations Between Urban Form and Major Non-communicable Diseases: a Systematic Review.Journal of urban health : bulletin of the New York Academy of Medicine · 2022Pooled it
- The neighbourhood built environment and health-related fitness: a narrative systematic review.The international journal of behavioral nutrition and physical activity · 2022Pooled it
- Individual and combined effects of the GSTM1, GSTT1, and GSTP1 polymorphisms on type 2 diabetes mellitus risk: A systematic review and meta-analysis.Frontiers in genetics · 2022Pooled it
- Green Space Exposure Association with Type 2 Diabetes Mellitus, Physical Activity, and Obesity: A Systematic Review.International journal of environmental research and public health · 2020Pooled it
- A Systematic Review and Meta-Analysis of Associations between Green and Blue Spaces and Birth Outcomes.International journal of environmental research and public health · 2020Pooled it
- Prevalence of Diabetes Mellitus among Roma Populations-A Systematic Review.International journal of environmental research and public health · 2018Pooled it
- Impact of the Wood-BurningEnvironmental health perspectives · 2025Trial
- A dish-to-biobank framework links β-cell nutrient-stress programs to genetic and dietary risk for Type 2 Diabetes.bioRxiv : the preprint server for biology · 2026Article
- The development of type 2 diabetes amongst sibling pairs in the South-South region of Nigeria: The effect of genetics, environment and lifestyle.Diabetic medicine : a journal of the British Diabetic Association · 2026Article
- Outcomes of Diabetes Management with Continuous Glucose Monitoring Technology.Archives of internal medicine research · 2026Article
- The diabetes exposome: interplay of environmental and genetic determinants in diabetes.Human genomics · 2026Review
- The interplay of heatwaves, air pollution, and green space on all-cause mortality in older adults with diabetes mellitus: a national cohort study.BMC public health · 2026Article
- Neighborhood Physical Disinvestment and Incident Diabetes between visits 1 and 2 of the Hispanic Community Health Study/Study of Latinos (HCHS/SOL).Journal of urban health : bulletin of the New York Academy of Medicine · 2026Article
- The Genetic Landscape of Diabetes Mellitus: Lessons from Monogenic and Polygenic Forms.Life (Basel, Switzerland) · 2026Review
- The Association Between Measures of Prepregnancy Insulin Resistance and Sensitivity with Subsequent Risk of Gestational Diabetes.Journal of the Endocrine Society · 2026Article
129 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Different elements of the environment have been posited to influence type 2 diabetes mellitus (T2DM). This systematic review summarizes evidence on the environmental determinants of T2DM identified in four databases. It proposes a theoretical framework illustrating the link between environment and T2DM, and briefly discusses some methodological challenges and potential solutions, and opportunities for future research. Walkability, air pollution, food and physical activity environment and roadways proximity were the most common environmental characteristics studied. Of the more than 200 reported and extracted relationships assessed in 60 studies, 82 showed significant association in the expected direction. In general, higher levels of walkability and green space were associated with lower T2DM risk, while increased levels of noise and air pollution were associated with greater risk. Current evidence is limited in terms of volume and study quality prohibiting causal inferences. However, the evidence suggests that environmental characteristics may influence T2DM prevention, and also provides a reasonable basis for further investigation with better quality data and longitudinal studies with policy-relevant environmental measures. This pursuit of better evidence is critical to support health-orientated urban design and city planning.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.