Dietary Glycemic Index and Load and the Risk of Type 2 Diabetes: Assessment of Causal Relations
Open accessAbstract
While dietary factors are important modifiable risk factors for type 2 diabetes (T2D), the causal role of carbohydrate quality in nutrition remains controversial. Dietary glycemic index (GI) and glycemic load (GL) have been examined in relation to the risk of T2D in multiple prospective cohort studies. Previous meta-analyses indicate significant relations but consideration of causality has been minimal. Here, the results of our recent meta-analyses of prospective cohort studies of 4 to 26-y follow-up are interpreted in the context of the nine Bradford-Hill criteria for causality, that is: (1) Strength of Association, (2) Consistency, (3) Specificity, (4) Temporality, (5) Biological Gradient, (6) Plausibility, (7) Experimental evidence, (8) Analogy, and (9) Coherence. These criteria necessitated referral to a body of literature wider than prospective cohort studies alone, especially in criteria 6 to 9. In this analysis, all nine of the Hill’s criteria were met for GI and GL indicating that we can be confident of a role for GI and GL as causal factors contributing to incident T2D. In addition, neither dietary fiber nor cereal fiber nor wholegrain were found to be reliable or effective surrogate measures of GI or GL. Finally, our cost–benefit analysis suggests food and nutrition advice favors lower GI or GL and would produce significant potential cost savings in national healthcare budgets. The high confidence in causal associations for incident T2D is sufficient to consider inclusion of GI and GL in food and nutrient-based recommendations.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Results of a recent meta-analysis of prospective cohort studies with 4-26 years follow-up showed a role for GI and GL as causal factors contributing to incident T2DM.
“Results of a recent meta-analysis of prospective cohort studies with 4–26 years follow-up showed a role for GI and GL as causal factors contributing to incident T2DM and recommended considering the inclusion of GI and GL in food and nutrient-based recommendations [290].”
From Effects of diet, lifestyle, Chrononutrition and alternative dietary interventions on postprandial Glycemia and insulin resistance (2022) · cites this paper as [290]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 157 · Cited by 163
Research works printed but not linked: 2
- [8]Rothman K.J. Epidemiology. An Introduction Oxford University Press New York, NY, USA 2012
- [156]International Diabetes Federation Global Diabetes Plan 2011–2021 IDF Brussels, Belgium 2011 35914061
- Authors
- Livesey, G., Taylor, R., Livesey, H. F., Buyken, A. E., Jenkins, D. J. A., Augustin, L. S. A., Sievenpiper, J. L., Barclay, A. W., Liu, S., Wolever, T. M. S., Willett, W. C., Brighenti, F., Salas-Salvadó, J., Björck, I., Rizkalla, S. W., Riccardi, G., Vecchia, C. L., Ceriello, A., Trichopoulou, A., Poli, A., Astrup, A., Kendall, C. W. C., Ha, M.-A., Baer-Sinnott, S., & Brand-Miller, J. C.
- Affiliations
- Independent Nutrition Logic Ltd, 21 Bellrope Lane, Wymondham NR180QX, UK
- Paderborn University (DE)
- St. Michael's Hospital (CA)
- Glycemic Index Foundation, 26 Arundel St, Glebe, Sydney NSW 2037, Australia
- Brown University (US)
- Harvard University (US)
- University of Parma (IT)
- Human Nutrition Unit, Department of Biochemistry and Biotechnology, Faculty of Medicine and Health Sciences, Institut d’Investigació Sanitària Pere Virgili (IISPV), Rovira i Virgili University, 43201 Reus, Spain
- Lund University (SE)
- Pitié-Salpêtrière Hospital (FR)
- Federico II University Hospital (IT)
- University of Milan (IT)
- MultiMedica (IT)
- Hellenic Health Foundation (GR)
- Nutrition Foundation of Italy, Viale Tunisia 38, I-20124 Milan, Italy
- University of Copenhagen (DK)
- Spinney Nutrition, Shirwell, Barnstaple, Devon EX31 4JR, UK
- Oldways, Boston, MA 02116, USA
- The University of Sydney (AU)
- Corresponding author
- Livesey, Geoffrey
- ORCID
- Livesey, Geoffrey
- Livesey, Helen F.
- Buyken, Anette E.
- Jenkins, David J. A.
- Augustin, Livia S. A.
- Sievenpiper, John L.
- Liu, Simin
- Wolever, Thomas M. S.
- Willett, Walter C.
- Brighenti, Furio
- Salas-Salvadó, Jordi
- Björck, Inger
- Rizkalla, Salwa W.
- Riccardi, Gabriele
- Vecchia, Carlo La
- Ceriello, Antonio
- Trichopoulou, Antonia
- Poli, Andrea
- Astrup, Arne
- Kendall, Cyril W. C.
- Ha, Marie-Ann
- Brand-Miller, Jennie C.
- Venue
- Nutrients
- Publisher
- MDPI AG
- Published
- 2019-06-25
- Volume
- 11
- Issue
- 6
- Pages
- 1436
- ISSN
- 2072-6643 (ISSN-L)
- PMC
- PMC6628270
- OpenAlex
- W2954882956
- Cited by
- 163
- References
- 157
- Citations by year
- 2026: 11 · 2025: 12 · 2024: 27 · 2023: 16 · 2022: 41 · 2021: 31 · 2020: 19 · 2019: 4
- FWCI
- 3.23
- Type
- journal article
- Language
- en
- Open access
- gold
- dx.doi.org
- Licence
- Locations
- Nutrients (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Research at the University of Copenhagen (University of Copenhagen) (publishedVersion, cc-by)
- University of Brighton Repository (University of Brighton) (submittedVersion, cc-by)
- Rovira & Virgili repository (submittedVersion, cc-by)
- TSpace (University of Toronto) (submittedVersion, cc-by)
- Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano) (submittedVersion, other-oa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- eScholarship (California Digital Library) (submittedVersion)
- Lund University Publications (Lund University) (submittedVersion)
- Funders
- undefined <span style="color:gray;font-size:10px;">undefined</span> (00000)
- Beneo Institute (00000)
- Topics
- Health Sciences › Nursing › Nutrition and Dietetics › Food composition and properties
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diet, Metabolism, and Disease
- Keywords
- dietary glycemic index, glycemic load, type 2 diabetes, causal inference, Bradford Hill criteria, carbohydrate quality, dietary fiber, whole grains, cost-benefit analysis, dietary recommendations, diabetes prevention
- MeSH terms
- Glycemic Load, Animals, Blood Glucose, Diabetes Mellitus, Type 2, Diet, Humans, Prognosis, Risk Factors, Biomarkers, Incidence, Risk Assessment, Glycemic Index
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review