SynthesisNutrients2020
Preventive Role of Diet Interventions and Dietary Factors in Type 2 Diabetes Mellitus: An Umbrella Review.
Synthesis in Nutrients, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06118671 (Application and Effectiveness Evaluation of Artificial Intelligence in Lifestyle Management of Diabetic Patients of Community), which is not on this map. Cited by 93 papers, 8 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.
Application and Effectiveness Evaluation of Artificial Intelligence in Lifestyle Management of Diabetic Patients of Community
Who cites it
93 citing papers in PubMed, 8 syntheses or guidelines pooled it, 165 citations in OpenAlex.
- Gene-Diet Interactions in Type 2 Diabetes: A Systematic Review of Observational Studies and Clinical Trials.Nutrients · 2026Pooled it
- Effects of Dietary Fruit and Vegetable Consumption on Prediabetes: A Systematic Review and Meta-Analysis.Nutrients · 2026Pooled it
- The Impact of the Alternate Mediterranean Diet (aMED) on the Prevention of Chronic Liver Disease: A Meta-Analysis of Observational Studies.Nutrients · 2025Pooled it
- Comparison of GLP-1 Receptor Agonists, SGLT-2 Inhibitors, and DPP-4 Inhibitors as an Add-On Drug to Insulin Combined With Oral Hypoglycemic Drugs: Umbrella Review.Journal of diabetes research · 2024Pooled it
- Barriers and facilitators to dissemination of non-communicable diseases research: a mixed studies systematic review.Frontiers in public health · 2024Pooled it
- Pooled it
- Non-Genetic Factors and Risk of Cervical Cancer: An Umbrella Review of Systematic Reviews and Meta-Analyses of Observational Studies.International journal of public health · 2023Pooled it
- Evaluation of the Quality of Evidence of the Association of Foods and Nutrients With Cardiovascular Disease and Diabetes: A Systematic Review.JAMA network open · 2022Pooled it
- New treatment for HDL cholesterol with Trichosanthin A and metformin in prediabetes: controlled clinical trialRevista medica del Instituto Mexicano del Seguro Social · 2024Trial
- Study on the Interaction Between C3 Gene Polymorphism and Environment in Patients with Type 2 Diabetes Combined with Coronary Artery Disease.Diabetes, metabolic syndrome and obesity : targets and therapy · 2024Trial
- Trial
- Yearly attained adherence to Mediterranean diet and incidence of diabetes in a large randomized trial.Cardiovascular diabetology · 2023Trial
- Dietary Management Tools Improve the Dietary Skills of Patients with T2DM in Communities.Nutrients · 2022Trial
- Novel perspectives on PPARγ regulation: from SPPARMs to the emerging role of lncRNAs in metabolic disorders.International journal of obesity (2005) · 2026Review
- Ancestry specific polygenic risk score, dietary patterns, physical activity and incident type 2 diabetes.Human genomics · 2026Article
- Self-management education and support for type 2 diabetes in Thailand: a cluster randomized trial (2019-2021).The Lancet regional health. Southeast Asia · 2026Article
- Association of dietary patterns with mortality and life expectancy by frailty status: Evidence from the UK Biobank.The journal of nutrition, health & aging · 2026Article
- Association of Dietary Approaches to Stop Hypertension Diet With the Risk of Osteoporosis and Fracture: A Systematic Review and Meta-Analysis.Food science & nutrition · 2026Review
- Current treatment for diabetes: a holistic approach.Hormones (Athens, Greece) · 2026Review
- Article
33 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
6 authors at 2 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAlthough the body of evidence indicates clear benefits of dietary modifications for prevention of type-2 diabetes mellitus (T2DM), it may be difficult for healthcare providers to recommend which diet interventions or dietary factors are appropriate for patients as there are too many modalities available. Accordingly, we performed an umbrella review to synthesize evidence on diet interventions and dietary factors in prevention of T2DM.
methodsMedline and Scopus databases were searched for relevant studies. Systematic reviews with meta-analyses of randomized-controlled trial or observational studies were eligible if they measured effects of diet interventions and/or dietary factors including dietary patterns, food groups, and nutrients on risk of T2DM. The effect of each diet intervention/factor was summarized qualitatively.
resultsSixty systematic reviews and meta-analyses were eligible. Results of the review suggest that healthy dietary patterns such as Mediterranean and Dietary Approaches to Stop Hypertension (DASH) diets, and high consumption of whole grains, low-fat dairy products, yogurt, olive oil, chocolate, fiber, magnesium, and flavonoid significantly reduced the risk of T2DM. In contrast, high glycemic index and glycemic load diets, high consumption of red and processed meat, and sugar or artificial sugar-sweetened beverages significantly increased risk of T2DM. Prescribing diet interventions with or without physical activity interventions significantly decreased risk of T2DM in both high-risk and general population.
conclusionHigh consumption of Mediterranean and DASH diet, and interventions that modified the quality of diet intake significantly reduced risk of T2DM especially in the high-risk population. These lifestyle modifications should be promoted in both individual and population levels to prevent and decrease burden from T2DM in the future.
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What Socratic holds
Registered trials
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 Socratic graph.