Food groups and risk of type 2 diabetes mellitus: a systematic review and meta-analysis of prospective studies

The aim of this systematic review and meta-analysis was to synthesize the knowledge about the relation between intake of 12 major food groups and risk of type 2 diabetes (T2D). We conducted a systematic search in PubMed, Embase, Medline (Ovid), Cochrane Central, and Google Scholar for prospective studies investigating the association between whole grains, refined grains, vegetables, fruits, nuts, legumes, eggs, dairy, fish, red meat, processed meat, and sugar-sweetened beverages (SSB) on risk of T2D. Summary relative risks were estimated using a random effects model by contrasting categories, and for linear and non-linear dose–response relationships. Six out of the 12 food-groups showed a significant relation with risk of T2D, three of them a decrease of risk with increasing consumption (whole grains, fruits, and dairy), and three an increase of risk with increasing consumption (red meat, processed meat, and SSB) in the linear dose–response meta-analysis. There was evidence of a non-linear relationship between fruits, vegetables, processed meat, whole grains, and SSB and T2D risk. Optimal consumption of risk-decreasing foods resulted in a 42% reduction, and consumption of risk-increasing foods was associated with a threefold T2D risk, compared to non-consumption. The meta-evidence was graded “low” for legumes and nuts; “moderate” for refined grains, vegetables, fruit, eggs, dairy, and fish; and “high” for processed meat, red meat, whole grains, and SSB. Among the investigated food groups, selecting specific optimal intakes can lead to a considerable change in risk of T2D.

[1]  K. He,et al.  Fish Consumption and Incidence of Diabetes , 2012, Diabetes Care.

[2]  S. Thompson,et al.  Quantifying heterogeneity in a meta‐analysis , 2002, Statistics in medicine.

[3]  M. Nalls,et al.  Consumption of meat is associated with higher fasting glucose and insulin concentrations regardless of glucose and insulin genetic risk scores: a meta-analysis of 50,345 Caucasians. , 2015, The American journal of clinical nutrition.

[4]  N. Laird,et al.  Meta-analysis in clinical trials. , 1986, Controlled clinical trials.

[5]  A. Fardet New hypotheses for the health-protective mechanisms of whole-grain cereals: what is beyond fibre? , 2010, Nutrition Research Reviews.

[6]  S. Tonstad,et al.  Vegetarian diets and incidence of diabetes in the Adventist Health Study-2. , 2013, Nutrition, metabolism, and cardiovascular diseases : NMCD.

[7]  X. Shu,et al.  The association of meat intake and the risk of type 2 diabetes may be modified by body weight , 2006, International journal of medical sciences.

[8]  Richard Taylor,et al.  Is there a dose-response relation of dietary glycemic load to risk of type 2 diabetes? Meta-analysis of prospective cohort studies. , 2013, The American journal of clinical nutrition.

[9]  Georg Hoffmann,et al.  Adherence to a Mediterranean diet and risk of diabetes: a systematic review and meta-analysis , 2014, Public Health Nutrition.

[10]  L. Azadbakht,et al.  Is there a relationship between red or processed meat intake and obesity? A systematic review and meta‐analysis of observational studies , 2014, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[11]  H. Boeing,et al.  Food groups and risk of chronic disease: a protocol for a systematic review and network meta-analysis of cohort studies , 2016, Systematic Reviews.

[12]  G. MacGregor,et al.  Gradual reduction of sugar in soft drinks without substitution as a strategy to reduce overweight, obesity, and type 2 diabetes: a modelling study. , 2016, The lancet. Diabetes & endocrinology.

[13]  D. Greenwood,et al.  Association between sugar-sweetened and artificially sweetened soft drinks and type 2 diabetes: systematic review and dose-response meta-analysis of prospective studies. , 2014, The British journal of nutrition.

[14]  A. Goto,et al.  Red meat consumption is associated with the risk of type 2 diabetes in men but not in women: a Japan Public Health Center-based Prospective Study , 2013, British Journal of Nutrition.

[15]  Albert Koulman,et al.  Differences in the prospective association between individual plasma phospholipid saturated fatty acids and incident type 2 diabetes: the EPIC-InterAct case-cohort study , 2014, The lancet. Diabetes & endocrinology.

[16]  W. Willett,et al.  Sugar-sweetened beverages and weight gain in children and adults: a systematic review and meta-analysis. , 2013, The American journal of clinical nutrition.

[17]  S. Greenland,et al.  Methods for trend estimation from summarized dose-response data, with applications to meta-analysis. , 1992, American journal of epidemiology.

[18]  Min Li,et al.  Fruit and vegetable intake and risk of type 2 diabetes mellitus: meta-analysis of prospective cohort studies , 2014, BMJ Open.

[19]  Mikael Fogelholm,et al.  Faculty of 1000 evaluation for Primary prevention of cardiovascular disease with a Mediterranean diet. , 2013 .

[20]  Judith Wylie-Rosett,et al.  Nutrition Recommendations and Interventions for Diabetes , 2008, Diabetes Care.

[21]  G. Latkovskis,et al.  Diabetes is Associated with Higher Trimethylamine N-oxide Plasma Levels , 2016, Experimental and Clinical Endocrinology & Diabetes (Barth).

[22]  P. Dubbert,et al.  Egg consumption and risk of type 2 diabetes among African Americans: The Jackson Heart Study. , 2016, Clinical nutrition.

[23]  L. Vatten,et al.  Dairy products and the risk of type 2 diabetes: a systematic review and dose-response meta-analysis of cohort studies. , 2013, The American journal of clinical nutrition.

[24]  E. Ford,et al.  Healthy living is the best revenge: findings from the European Prospective Investigation Into Cancer and Nutrition-Potsdam study. , 2009, Archives of internal medicine.

[25]  L. Schwingshackl,et al.  Diet quality as assessed by the Healthy Eating Index, the Alternate Healthy Eating Index, the Dietary Approaches to Stop Hypertension score, and health outcomes: a systematic review and meta-analysis of cohort studies. , 2015, Journal of the Academy of Nutrition and Dietetics.

[26]  An Pan,et al.  Red meat consumption and risk of type 2 diabetes: 3 cohorts of US adults and an updated meta-analysis. , 2011, The American journal of clinical nutrition.

[27]  S. Lorkowski,et al.  Perspective: NutriGrade: A Scoring System to Assess and Judge the Meta-Evidence of Randomized Controlled Trials and Cohort Studies in Nutrition Research. , 2016, Advances in nutrition.

[28]  F. Aubin,et al.  Systematic Review and Meta-Analysis of Human Studies to Support a Quantitative Recommendation for Whole Grain Intake in Relation to Type 2 Diabetes , 2015, PloS one.

[29]  H. Boeing,et al.  Effect of diet on mortality and cancer recurrence among cancer survivors: a systematic review and meta-analysis of cohort studies , 2016, Nutrition reviews.

[30]  M. Schulze,et al.  Critical review: vegetables and fruit in the prevention of chronic diseases , 2012, European Journal of Nutrition.

[31]  S. Larsson,et al.  Egg consumption and risk of type 2 diabetes: a prospective study and dose–response meta-analysis , 2016, Diabetologia.

[32]  T. Valle,et al.  Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance. , 2001, The New England journal of medicine.

[33]  I. Olkin,et al.  Meta-analysis of observational studies in epidemiology - A proposal for reporting , 2000 .

[34]  S. Rohrmann,et al.  Processed meat: the real villain? , 2015, Proceedings of the Nutrition Society.

[35]  H. Boeing,et al.  Fruit and Vegetable Consumption and Changes in Anthropometric Variables in Adult Populations: A Systematic Review and Meta-Analysis of Prospective Cohort Studies , 2015, PloS one.

[36]  D. Enquobahrie,et al.  Risk of gestational diabetes mellitus in relation to maternal egg and cholesterol intake. , 2011, American journal of epidemiology.

[37]  L. Schwingshackl,et al.  Adherence to Mediterranean diet and risk of cancer: an updated systematic review and meta‐analysis of observational studies , 2015, Cancer medicine.

[38]  E. Mayer-Davis,et al.  Whole-grain intake and insulin sensitivity: the Insulin Resistance Atherosclerosis Study. , 2003, The American journal of clinical nutrition.

[39]  S. Xie,et al.  Higher intake of fruits, vegetables or their fiber reduces the risk of type 2 diabetes: A meta‐analysis , 2015, Journal of diabetes investigation.

[40]  J. Buring,et al.  Egg Consumption and Risk of Type 2 Diabetes in Men and Women , 2009, Diabetes Care.

[41]  J. Higgins Cochrane handbook for systematic reviews of interventions. Version 5.1.0 [updated March 2011]. The Cochrane Collaboration , 2011 .

[42]  R. Simon,et al.  Flexible regression models with cubic splines. , 1989, Statistics in medicine.

[43]  M. Wojczynski,et al.  Interactions of Dietary Whole-Grain Intake With Fasting Glucose– and Insulin-Related Genetic Loci in Individuals of European Descent , 2010, Diabetes Care.

[44]  N. Forouhi,et al.  Consumption of sugar sweetened beverages, artificially sweetened beverages, and fruit juice and incidence of type 2 diabetes: systematic review, meta-analysis, and estimation of population attributable fraction , 2015, BMJ : British Medical Journal.

[45]  S. Zeisel,et al.  Concentrations of choline-containing compounds and betaine in common foods. , 2003, The Journal of nutrition.

[46]  A. Stang Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses , 2010, European Journal of Epidemiology.

[47]  L. Vatten,et al.  Whole grain and refined grain consumption and the risk of type 2 diabetes: a systematic review and dose–response meta-analysis of cohort studies , 2013, European Journal of Epidemiology.

[48]  Sander Greenland,et al.  Generalized Least Squares for Trend Estimation of Summarized Dose–response Data , 2006 .

[49]  F. Hu,et al.  Nut consumption and risk of type 2 diabetes, cardiovascular disease, and all-cause mortality: a systematic review and meta-analysis. , 2014, The American journal of clinical nutrition.

[50]  K. Stanhope Role of fructose-containing sugars in the epidemics of obesity and metabolic syndrome. , 2012, Annual review of medicine.

[51]  J. Higgins,et al.  Cochrane Handbook for Systematic Reviews of Interventions, Version 5.1.0. The Cochrane Collaboration , 2013 .

[52]  R. Mattes,et al.  Liquid versus solid carbohydrate: effects on food intake and body weight , 2000, International Journal of Obesity.

[53]  H. Boeing,et al.  Consumption of Dairy Products in Relation to Changes in Anthropometric Variables in Adult Populations: A Systematic Review and Meta-Analysis of Cohort Studies , 2016, PloS one.