SynthesisEuropean journal of epidemiology2013
Whole grain and refined grain consumption and the risk of type 2 diabetes: a systematic review and dose-response meta-analysis of cohort studies.
Synthesis in European journal of epidemiology, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 259 papers, 26 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
259 citing papers in PubMed, 26 syntheses or guidelines pooled it, 537 citations in OpenAlex.
- Plant-based diets and risk of type 2 diabetes: systematic review and dose-response meta-analysis.The British journal of nutrition · 2025Pooled it
- Total and specific potato intake and risk of type 2 diabetes: results from three US cohort studies and a substitution meta-analysis of prospective cohorts.BMJ (Clinical research ed.) · 2025Pooled it
- Whole grain and refined grain consumption and the risk of hypertension: a systematic review and meta-analysis of prospective studies.Scientific reports · 2025Pooled it
- A Systematic Review of Evidence on the Role of Ready-to-Eat Cereals in Diet and Non-Communicable Disease Prevention.Nutrients · 2025Pooled it
- Umbrella Review of Systematic Reviews and Meta-Analyses on Consumption of Different Food Groups and Risk of Type 2 Diabetes Mellitus and Metabolic Syndrome.The Journal of nutrition · 2025Pooled it
- An evidence-based assessment of the nutritional recommendations for the prevention of diabetes mellitus.Hormones (Athens, Greece) · 2025Pooled it
- Dose-Response Associations Between Diet and Risk of Rheumatoid Arthritis: A Meta-Analysis of Prospective Cohort Studies.Nutrients · 2024Pooled it
- Effects of whole grains on glycemic control: a systematic review and dose-response meta-analysis of prospective cohort studies and randomized controlled trials.Nutrition journal · 2024Pooled it
- The Relationship between Whole-Grain Intake and Measures of Cognitive Decline, Mood, and Anxiety-A Systematic Review.Advances in nutrition (Bethesda, Md.) · 2023Pooled it
- Dietary sugar consumption and health: umbrella review.BMJ (Clinical research ed.) · 2023Pooled it
- The effects of pro-, pre-, and synbiotics supplementation on polycystic ovary syndrome: an umbrella review of meta-analyses of randomized controlled trials.Frontiers in nutrition · 2023Pooled it
- Effects of whole grain intake on glycemic control: A meta-analysis of randomized controlled trials.Journal of diabetes investigation · 2022Pooled it
- Pooled it
- Whole Grain Consumption and Inflammatory Markers: A Systematic Literature Review of Randomized Control Trials.Nutrients · 2022Pooled it
- Pooled it
- Whole Grain Food Definition Effects on Determining Associations of Whole Grain Intake and Body Weight Changes: A Systematic Review.Advances in nutrition (Bethesda, Md.) · 2021Pooled it
- Associations of Whole Grain and Refined Grain Consumption With Metabolic Syndrome. A Meta-Analysis of Observational Studies.Frontiers in nutrition · 2021Pooled it
- Preventive Role of Diet Interventions and Dietary Factors in Type 2 Diabetes Mellitus: An Umbrella Review.Nutrients · 2020Pooled it
- Association of whole grains intake and the risk of digestive tract cancer: a systematic review and meta-analysis.Nutrition journal · 2020Pooled it
- Double or hybrid diabetes: A systematic review on disease prevalence, characteristics and risk factors.Nutrition & diabetes · 2019Pooled it
199 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 at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Several studies have suggested a protective effect of intake of whole grains, but not refined grains on type 2 diabetes risk, but the dose-response relationship between different types of grains and type 2 diabetes has not been established. We conducted a systematic review and meta-analysis of prospective studies of grain intake and type 2 diabetes. We searched the PubMed database for studies of grain intake and risk of type 2 diabetes, up to June 5th, 2013. Summary relative risks were calculated using a random effects model. Sixteen cohort studies were included in the analyses. The summary relative risk per 3 servings per day was 0.68 (95% CI 0.58-0.81, I(2) = 82%, n = 10) for whole grains and 0.95 (95% CI 0.88-1.04, I(2) = 53%, n = 6) for refined grains. A nonlinear association was observed for whole grains, p nonlinearity < 0.0001, but not for refined grains, p nonlinearity = 0.10. Inverse associations were observed for subtypes of whole grains including whole grain bread, whole grain cereals, wheat bran and brown rice, but these results were based on few studies, while white rice was associated with increased risk. Our meta-analysis suggests that a high whole grain intake, but not refined grains, is associated with reduced type 2 diabetes risk. However, a positive association with intake of white rice and inverse associations between several specific types of whole grains and type 2 diabetes warrant further investigations. Our results support public health recommendations to replace refined grains with whole grains and suggest that at least two servings of whole grains per day should be consumed to reduce type 2 diabetes risk.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.