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Mediterranean dietary pattern and the risk of type 2 diabetes: a systematic review and dose–response meta-analysis of prospective cohort studies

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Abstract

Purpose

Previous meta-analyses assessed the association of adherence to the Mediterranean dietary pattern (MedDiet) with the risk of type 2 diabetes (T2D). Since then, new large-scale cohort studies have been published. In addition, dose–response relation was not previously investigated and the certainty of evidence was not assessed. We aimed to explore the dose–response relationship between adherence to the MedDiet and the risk of T2D.

Methods

We did a systematic search using PubMed, Scopus, and ISI Web of Science upto April 2021 for prospective cohort studies of the relationship between adherence to the MedDiet and the risk of T2D in the general population. The summary relative risks (RR) and 95%CI were estimated by applying a random-effects model.

Results

Fourteen prospective cohort studies (410,303 participants and 41,466 cases) were included. There was an inverse association for the highest versus lowest category of adherence to the MedDiet (RR: 0.79, 95%CI 0.72, 0.88; I2 = 82%, n = 14; Risk difference:  – 21 per 1000 person, 95%CI  – 28,  – 12; GRADE = moderate certainty), and for a 2-point increment in the MedDiet adherence score (RR: 0.86, 95%CI 0.82, 0.91; n = 13). The RR remained significant after controlling for important confounders and in almost all subgroups, especially subgroups defined by geographical region. We observed an inverse linear association between MedDiet adherence score and T2D incidence.

Conclusion

Adherence to the MedDiet was inversely related to T2D risk in a dose–response manner. Adherence to a Mediterranean-style diet may be a good advice for the primary prevention of T2D.

Registry and registry number

PROSPERO (CRD42021246589).

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Availability of data and material

All data indicated and analyzed for this study are available by request to the corresponding author.

Code availability

Not applicable.

Abbreviations

BMI:

Body mass index

DASH:

Dietary approaches to stop hypertension

GRADE:

Grading of recommendations assessment, development, and evaluation

MedDiet:

Mediterranean dietary pattern

PRISMA:

Preferred reporting items for systematic reviews and meta-analyses

ROBINS:

Risk of bias in non-randomized studies of interventions

RR:

Relative risk

SCFA:

Short-chain fatty acids

T2D:

Type 2 diabetes

References

  1. Federation I (2017) IDF diabetes atlas 8th edition. International Diabetes Federation: 905–911

  2. Saeedi P, Petersohn I, Salpea P, Malanda B, Karuranga S, Unwin N, Colagiuri S, Guariguata L, Motala AA, Ogurtsova K, Shaw JE, Bright D, Williams R (2019) Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: Results from the International Diabetes Federation Diabetes Atlas, 9(th) edition. Diabetes Res Clin Pract 157:107843. https://doi.org/10.1016/j.diabres.2019.107843

    Article  PubMed  Google Scholar 

  3. Jacobs E, Hoyer A, Brinks R, Icks A, Kuß O, Rathmann W (2017) Healthcare costs of Type 2 diabetes in Germany. Diabet Med 34(6):855–861

    Article  CAS  PubMed  Google Scholar 

  4. World Health O (2016) Global report on diabetes. World Health Organization, Geneva

    Google Scholar 

  5. Neuenschwander M, Ballon A, Weber KS, Norat T, Aune D, Schwingshackl L, Schlesinger S (2019) Role of diet in type 2 diabetes incidence: umbrella review of meta-analyses of prospective observational studies. BMJ. https://doi.org/10.1136/bmj.l2368

    Article  PubMed  PubMed Central  Google Scholar 

  6. Schwingshackl L, Hoffmann G, Lampousi A-M, Knüppel S, Iqbal K, Schwedhelm C, Bechthold A, Schlesinger S, Boeing H (2017) Food groups and risk of type 2 diabetes mellitus: a systematic review and meta-analysis of prospective studies. Eur J Epidemiol 32(5):363–375

    Article  PubMed  PubMed Central  Google Scholar 

  7. Chiavaroli L, Viguiliouk E, Nishi SK, Blanco Mejia S, Rahelić D, Kahleová H, Salas-Salvadó J, Kendall CW, Sievenpiper JL (2019) DASH dietary pattern and cardiometabolic outcomes: an umbrella review of systematic reviews and meta-analyses. Nutrients 11(2):338

    Article  CAS  PubMed Central  Google Scholar 

  8. Trichopoulou A, Lagiou P (1997) Healthy traditional Mediterranean diet: an expression of culture, history, and lifestyle. Nutr Rev 55(11):383–389

    Article  CAS  PubMed  Google Scholar 

  9. Papadaki A, Wood L, Sebire SJ, Jago R (2015) Adherence to the Mediterranean diet among employees in South West England: Formative research to inform a web-based, work-place nutrition intervention. Preven Med Rep 2:223–228. https://doi.org/10.1016/j.pmedr.2015.03.009

    Article  Google Scholar 

  10. Dinu M, Pagliai G, Casini A, Sofi F (2017) Mediterranean diet and multiple health outcomes: an umbrella review of meta-analyses of observational studies and randomized trials. Nutr Metab Cardiovas Dis 27(1):e21

    Google Scholar 

  11. Galbete C, Schwingshackl L, Schwedhelm C, Boeing H, Schulze MB (2018) Evaluating Mediterranean diet and risk of chronic disease in cohort studies: an umbrella review of meta-analyses. Eur J Epidemiol 33(10):909–931

    Article  PubMed  PubMed Central  Google Scholar 

  12. Soltani S, Jayedi A, Shab-Bidar S, Becerra-Tomás N, Salas-Salvadó J (2019) Adherence to the mediterranean diet in relation to all-cause mortality: a systematic review and dose-response meta-analysis of prospective cohort studies. Adv Nutr 10(6):1029–1039. https://doi.org/10.1093/advances/nmz041

    Article  PubMed  PubMed Central  Google Scholar 

  13. Sofi F, Macchi C, Abbate R, Gensini GF, Casini A (2013) Mediterranean diet and health. BioFactors 39(4):335–342

    Article  CAS  PubMed  Google Scholar 

  14. McManus K, Antinoro L, Sacks F (2001) A randomized controlled trial of a moderate-fat, low-energy diet compared with a low fat, low-energy diet for weight loss in overweight adults. Int J Obes 25(10):1503–1511

    Article  CAS  Google Scholar 

  15. Willett WC (2006) The Mediterranean diet: science and practice. Public Health Nutr 9(1a):105–110

    Article  PubMed  Google Scholar 

  16. Koloverou E, Esposito K, Giugliano D, Panagiotakos D (2014) The effect of Mediterranean diet on the development of type 2 diabetes mellitus: a meta-analysis of 10 prospective studies and 136,846 participants. Metabolism 63(7):903–911

    Article  CAS  PubMed  Google Scholar 

  17. Schwingshackl L, Missbach B, König J, Hoffmann G (2015) Adherence to a Mediterranean diet and risk of diabetes: a systematic review and meta-analysis. Public Health Nutr 18(7):1292–1299

    Article  PubMed  Google Scholar 

  18. Ahmad S, Demler OV, Sun Q, Moorthy MV, Li C, Lee I-M, Ridker PM, Manson JE, Hu FB, Fall T (2020) Association of the mediterranean diet with onset of diabetes in the women’s health study. JAMA Netw Open 3(11):e2025466–e2025466

    Article  PubMed  PubMed Central  Google Scholar 

  19. André P, Proctor G, Driollet B, Garcia-Esquinas E, Lopez-Garcia E, Gomez-Cabrero D, Neyraud E, Rodriguez-Artalejo F, Morzel M, Féart C (2020) The role of overweight in the association between the Mediterranean diet and the risk of type 2 diabetes mellitus: a mediation analysis among 21 585 UK biobank participants. Int J Epidemiol 49(5):1582–1590

    Article  PubMed  Google Scholar 

  20. Cespedes EM, Hu FB, Tinker L, Rosner B, Redline S, Garcia L, Hingle M, Van Horn L, Howard BV, Levitan EB (2016) Multiple healthful dietary patterns and type 2 diabetes in the Women’s Health Initiative. Am J Epidemiol 183(7):622–633

    Article  PubMed  PubMed Central  Google Scholar 

  21. Chen G-C, Koh W-P, Neelakantan N, Yuan J-M, Qin L-Q, van Dam RM (2018) Diet quality indices and risk of type 2 diabetes mellitus: the Singapore Chinese Health study. Am J Epidemiol 187(12):2651–2661

    Article  PubMed  PubMed Central  Google Scholar 

  22. Jacobs S, Harmon BE, Boushey CJ, Morimoto Y, Wilkens LR, Le Marchand L, Kröger J, Schulze MB, Kolonel LN, Maskarinec G (2015) A priori-defined diet quality indexes and risk of type 2 diabetes: the Multiethnic Cohort. Diabetologia 58(1):98–112

    Article  CAS  PubMed  Google Scholar 

  23. Khalili-Moghadam S, Mirmiran P, Bahadoran Z, Azizi F (2019) The Mediterranean diet and risk of type 2 diabetes in Iranian population. Eur J Clin Nutr 73(1):72–78

    Article  PubMed  Google Scholar 

  24. Koloverou E, Panagiotakos D, Pitsavos C, Chrysohoou C, Georgousopoulou E, Grekas A, Christou A, Chatzigeorgiou M, Skoumas I, Tousoulis D (2016) Adherence to Mediterranean diet and 10-year incidence (2002–2012) of diabetes: correlations with inflammatory and oxidative stress biomarkers in the ATTICA cohort study. Diabetes Metab Res Rev 32(1):73–81

    Article  CAS  PubMed  Google Scholar 

  25. O’Connor LE, Hu EA, Steffen LM, Selvin E, Rebholz CM (2020) Adherence to a Mediterranean-style eating pattern and risk of diabetes in a US prospective cohort study. Nutr Diabetes 10(1):1–9

    Article  Google Scholar 

  26. Zeraatkar D, Bhasin A, Morassut RE, Churchill I, Gupta A, Lawson DO, Miroshnychenko A, Sirotich E, Aryal K, Mikhail D (2021) Characteristics and quality of systematic reviews and meta-analyses of observational nutritional epidemiology: a cross-sectional study. Am J Clin Nutr 113(6):1578–1592

    Article  PubMed  PubMed Central  Google Scholar 

  27. Mozaffarian D, Marfisi R, Levantesi G, Silletta MG, Tavazzi L, Tognoni G, Valagussa F, Marchioli R (2007) Incidence of new-onset diabetes and impaired fasting glucose in patients with recent myocardial infarction and the effect of clinical and lifestyle risk factors. The Lancet 370(9588):667–675

    Article  CAS  Google Scholar 

  28. Tobias DK, Hu FB, Chavarro J, Rosner B, Mozaffarian D, Zhang C (2012) Healthful dietary patterns and type 2 diabetes mellitus risk among women with a history of gestational diabetes mellitus. Arch Intern Med 172(20):1566–1572

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Brunner EJ, Mosdøl A, Witte DR, Martikainen P, Stafford M, Shipley MJ, Marmot MG (2008) Dietary patterns and 15-y risks of major coronary events, diabetes, and mortality. Am J Clin Nutr 87(5):1414–1421

    Article  CAS  PubMed  Google Scholar 

  30. Page MJ, Moher D, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, Shamseer L, Tetzlaff JM, Akl EA, Brennan SE (2021) PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews. BMJ. https://doi.org/10.1136/bmj.n160

    Article  PubMed  PubMed Central  Google Scholar 

  31. Sterne JA, Hernán MA, Reeves BC, Savović J, Berkman ND, Viswanathan M, Henry D, Altman DG, Ansari MT, Boutron I (2016) ROBINS-I: a tool for assessing risk of bias in non-randomised studies of interventions. BMJ. https://doi.org/10.1136/bmj.i4919

    Article  PubMed  PubMed Central  Google Scholar 

  32. Symons M, Moore D (2002) Hazard rate ratio and prospective epidemiological studies. J Clin Epidemiol 55(9):893–899

    Article  CAS  PubMed  Google Scholar 

  33. DerSimonian R, Laird N (1986) Meta-analysis in clinical trials. Control Clin Trials 7(3):177–188. https://doi.org/10.1016/0197-2456(86)90046-2

    Article  CAS  PubMed  Google Scholar 

  34. Higgins JP, Thompson SG, Deeks JJ, Altman DG (2003) Measuring inconsistency in meta-analyses. BMJ 327(7414):557–560

    Article  PubMed  PubMed Central  Google Scholar 

  35. Egger M, Smith GD, Schneider M, Minder C (1997) Bias in meta-analysis detected by a simple, graphical test. BMJ 315(7109):629–634

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Greenland S, Longnecker MP (1992) Methods for trend estimation from summarized dose-response data, with applications to meta-analysis. Am J Epidemiol 135(11):1301–1309

    Article  CAS  PubMed  Google Scholar 

  37. Orsini N, Bellocco R, Greenland S (2006) Generalized least squares for trend estimation of summarized dose–response data. Stand Genom Sci 6(1):40–57

    Google Scholar 

  38. Crippa A, Discacciati A, Bottai M, Spiegelman D, Orsini N (2019) One-stage dose–response meta-analysis for aggregated data. Stat Methods Med Res 28(5):1579–1596

    Article  PubMed  Google Scholar 

  39. Guyatt GH, Oxman AD, Vist GE, Kunz R, Falck-Ytter Y, Alonso-Coello P, Schünemann HJ (2008) GRADE: an emerging consensus on rating quality of evidence and strength of recommendations. BMJ 336(7650):924–926

    Article  PubMed  PubMed Central  Google Scholar 

  40. Álvarez-Álvarez I, Martínez-González MÁ, Sánchez-Tainta A, Corella D, Díaz-López A, Fitó M, Vioque J, Romaguera D, Martínez JA, Wärnberg J (2019) Adherence to an energy-restricted Mediterranean diet score and prevalence of cardiovascular risk factors in the PREDIMED-plus: a cross-sectional study. Revista Española de Cardiología (English Edition) 72(11):925–934

    Article  Google Scholar 

  41. Aridi YS, Walker JL, Roura E, Wright OR (2020) Adherence to the Mediterranean diet and chronic disease in Australia: National Nutrition and Physical Activity Survey analysis. Nutrients 12(5):1251

    Article  CAS  PubMed Central  Google Scholar 

  42. Vidal-Peracho C, Tricás-Moreno JM, Lucha-López AC, Lucha-López MO, Camuñas-Pescador AC, Caverni-Muñoz A, Fanlo-Mazas P (2017) Adherence to Mediterranean diet pattern among Spanish adults attending a medical centre: nondiabetic subjects and type 1 and 2 diabetic patients. J Diabetes Res. https://doi.org/10.1155/2017/5957821

    Article  PubMed  PubMed Central  Google Scholar 

  43. Wawro N, Pestoni G, Riedl A, Breuninger TA, Peters A, Rathmann W, Koenig W, Huth C, Meisinger C, Rohrmann S (2020) Association of dietary patterns and type-2 diabetes mellitus in metabolically homogeneous subgroups in the KORA FF4 study. Nutrients 12(6):1684

    Article  CAS  PubMed Central  Google Scholar 

  44. Gutierrez-Mariscal FM, Cardelo MP, de la Cruz S, Alcala-Diaz JF, Roncero-Ramos I, Guler I, Vals-Delgado C, López-Moreno A, Luque RM, Delgado-Lista J (2021) Reduction in circulating advanced glycation end products by mediterranean diet is associated with increased likelihood of Type 2 diabetes remission in patients with coronary heart disease: From the Cordioprev Study. Mol Nutr Food Res 65(1):1901290

    Article  CAS  Google Scholar 

  45. Osté MC, Corpeleijn E, Navis GJ, Keyzer CA, Soedamah-Muthu SS, Van Den Berg E, Postmus D, De Borst MH, Kromhout D, Bakker SJ (2017) Mediterranean style diet is associated with low risk of new-onset diabetes after renal transplantation. BMJ Open Diabetes Res Care 5(1):e000283

    Article  PubMed  PubMed Central  Google Scholar 

  46. Eguaras S, Bes-Rastrollo M, Ruiz-Canela M, Carlos S, de la Rosa P, Martinez-Gonzalez MA (2017) May the Mediterranean diet attenuate the risk of type 2 diabetes associated with obesity: The Seguimiento Universidad de Navarra (SUN) cohort. Br J Nutr 117(10):1478–1485

    Article  CAS  PubMed  Google Scholar 

  47. Kouvari M, Boutari C, Chrysohoou C, Fragkopoulou E, Antonopoulou S, Tousoulis D, Pitsavos C, Panagiotakos D, Mantzoros C, Investigators As (2020) Mediterranean diet is inversely associated with steatosis and fibrosis and decreases ten-year diabetes and cardiovascular risk in NAFLD subjects: Results from the ATTICA prospective cohort study. Clin Nutr. https://doi.org/10.1016/j.clnu.2020.10.058

    Article  PubMed  Google Scholar 

  48. Ramezan M, Asghari G, Mirmiran P, Tahmasebinejad Z, Azizi F (2019) Mediterranean dietary patterns and risk of type 2 diabetes in the Islamic Republic of Iran. East Mediterr Health J 25(12):896–904

    Article  PubMed  Google Scholar 

  49. Gkouskou K, Lazou E, Skoufas E, Eliopoulos AG (2021) Genetically guided mediterranean diet for the personalized nutritional management of Type 2 diabetes mellitus. Nutrients 13(2):355

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Abiemo EE, Alonso A, Nettleton JA, Steffen LM, Bertoni AG, Jain A, Lutsey PL (2013) Relationships of the Mediterranean dietary pattern with insulin resistance and diabetes incidence in the Multi-Ethnic Study of Atherosclerosis (MESA). Br J Nutr 109(8):1490–1497

    Article  CAS  PubMed  Google Scholar 

  51. Cabrera de León A, Domínguez Coello S, Almeida González D, Brito Diaz B, del Castillo Rodriguez J, González Hernández A, Aguirre-Jaime A, del Cristo Rodríguez Pérez M (2012) Impaired fasting glucose, ancestry and waist-to-height ratio: main predictors of incident diagnosed diabetes in the Canary Islands. Diabetic Med 29(3):399–403

    Article  PubMed  CAS  Google Scholar 

  52. De Koning L, Chiuve SE, Fung TT, Willett WC, Rimm EB, Hu FB (2011) Diet-quality scores and the risk of type 2 diabetes in men. Diabetes Care 34(5):1150–1156

    Article  PubMed  PubMed Central  Google Scholar 

  53. Galbete C, Kröger J, Jannasch F, Iqbal K, Schwingshackl L, Schwedhelm C, Weikert C, Boeing H, Schulze MB (2018) Nordic diet, Mediterranean diet, and the risk of chronic diseases: the EPIC-Potsdam study. BMC Med 16(1):1–13

    Article  CAS  Google Scholar 

  54. Martínez-González MÁ, De la Fuente-Arrillaga C, Nunez-Cordoba J, Basterra-Gortari F, Beunza JJ, Vazquez Z, Benito S, Tortosa A, Bes-Rastrollo M (2008) Adherence to Mediterranean diet and risk of developing diabetes: prospective cohort study. BMJ 336(7657):1348–1351

    Article  PubMed  PubMed Central  Google Scholar 

  55. Rossi M, Turati F, Lagiou P, Trichopoulos D, Augustin L, La Vecchia C, Trichopoulou A (2013) Mediterranean diet and glycaemic load in relation to incidence of type 2 diabetes: results from the Greek cohort of the population-based European Prospective Investigation into Cancer and Nutrition (EPIC). Diabetologia 56(11):2405–2413

    Article  CAS  PubMed  Google Scholar 

  56. Salas-Salvadó J, Bulló M, Estruch R, Ros E, Covas M-I, Ibarrola-Jurado N, Corella D, Arós F, Gómez-Gracia E, Ruiz-Gutiérrez V (2014) Prevention of diabetes with Mediterranean diets: a subgroup analysis of a randomized trial. Ann Intern Med 160(1):1–10

    Article  PubMed  Google Scholar 

  57. Trichopoulou A, Bamia C, Trichopoulos D (2009) Anatomy of health effects of Mediterranean diet: Greek EPIC prospective cohort study. BMJ. https://doi.org/10.1136/bmj.b2337

    Article  PubMed  PubMed Central  Google Scholar 

  58. Sofi F, Macchi C, Abbate R, Gensini GF, Casini A (2014) Mediterranean diet and health status: an updated meta-analysis and a proposal for a literature-based adherence score. Public Health Nutr 17(12):2769–2782. https://doi.org/10.1017/s1368980013003169

    Article  PubMed  Google Scholar 

  59. Schwingshackl L, Schwedhelm C, Galbete C, Hoffmann G (2017) Adherence to mediterranean diet and risk of cancer: an updated systematic review and meta-analysis. Nutrients 9(10):1063. https://doi.org/10.3390/nu9101063

    Article  CAS  PubMed Central  Google Scholar 

  60. Psaltopoulou T, Sergentanis TN, Panagiotakos DB, Sergentanis IN, Kosti R, Scarmeas N (2013) Mediterranean diet, stroke, cognitive impairment, and depression: A meta-analysis. Ann Neurol 74(4):580–591. https://doi.org/10.1002/ana.23944

    Article  PubMed  Google Scholar 

  61. Sofi F, Cesari F, Abbate R, Gensini GF, Casini A (2008) Adherence to Mediterranean diet and health status: meta-analysis. BMJ 337:a1344. https://doi.org/10.1136/bmj.a1344

    Article  PubMed  PubMed Central  Google Scholar 

  62. Bonaccio M, Di Castelnuovo A, Costanzo S, Gialluisi A, Persichillo M, Cerletti C, Donati MB, de Gaetano G, Iacoviello L (2018) Mediterranean diet and mortality in the elderly: a prospective cohort study and a meta-analysis. Br J Nutr 120(8):841–854. https://doi.org/10.1017/s0007114518002179

    Article  CAS  PubMed  Google Scholar 

  63. Evans JL, Goldfine ID, Maddux BA, Grodsky GM (2002) Oxidative stress and stress-activated signaling pathways: a unifying hypothesis of type 2 diabetes. Endocr Rev 23(5):599–622. https://doi.org/10.1210/er.2001-0039

    Article  CAS  PubMed  Google Scholar 

  64. Newsholme P, Keane KN, Carlessi R, Cruzat V (2019) Oxidative stress pathways in pancreatic β-cells and insulin-sensitive cells and tissues: importance to cell metabolism, function, and dysfunction. Am J Physiol Cell Physiol 317(3):C420–C433

    Article  CAS  PubMed  Google Scholar 

  65. Itsiopoulos C, Brazionis L, Kaimakamis M, Cameron M, Best JD, O’Dea K, Rowley K (2011) Can the Mediterranean diet lower HbA1c in type 2 diabetes? Results from a randomized cross-over study. Nutr Metab Cardiovasc Dis 21(9):740–747. https://doi.org/10.1016/j.numecd.2010.03.005

    Article  CAS  PubMed  Google Scholar 

  66. Maiorino MI, Bellastella G, Petrizzo M, Scappaticcio L, Giugliano D, Esposito K (2016) Mediterranean diet cools down the inflammatory milieu in type 2 diabetes: the MÉDITA randomized controlled trial. Endocrine 54(3):634–641. https://doi.org/10.1007/s12020-016-0881-1

    Article  CAS  PubMed  Google Scholar 

  67. Zamora-Ros R, Serafini M, Estruch R, Lamuela-Raventós RM, Martínez-González MA, Salas-Salvadó J, Fiol M, Lapetra J, Arós F, Covas MI, Andres-Lacueva C (2013) Mediterranean diet and non enzymatic antioxidant capacity in the PREDIMED study: evidence for a mechanism of antioxidant tuning. Nutr Metab Cardiovasc Dis 23(12):1167–1174. https://doi.org/10.1016/j.numecd.2012.12.008

    Article  CAS  PubMed  Google Scholar 

  68. Giammarioli S, Filesi C, Vitale B, Cantagallo A, Dragoni F, Sanzini E (2004) Effect of high intakes of fruit and vegetables on redox status in type 2 onset diabetes: a pilot study. Int J Vitam Nutr Res 74(5):313–320. https://doi.org/10.1024/0300-9831.74.5.313

    Article  CAS  PubMed  Google Scholar 

  69. Esposito K, Kastorini C-M, Panagiotakos DB, Giugliano D (2011) Mediterranean diet and weight loss: meta-analysis of randomized controlled trials. Metab Syndr Relat Disord 9(1):1–12

    Article  PubMed  Google Scholar 

  70. Esser N, Legrand-Poels S, Piette J, Scheen AJ, Paquot N (2014) Inflammation as a link between obesity, metabolic syndrome and type 2 diabetes. Diabetes Res Clin Pract 105(2):141–150

    Article  CAS  PubMed  Google Scholar 

  71. Samaras K, Botelho NK, Chisholm DJ, Lord RV (2010) Subcutaneous and visceral adipose tissue FTO gene expression and adiposity, insulin action, glucose metabolism, and inflammatory adipokines in type 2 diabetes mellitus and in health. Obes Surg 20(1):108–113

    Article  PubMed  Google Scholar 

  72. Beunza J-J, Toledo E, Hu FB, Bes-Rastrollo M, Serrano-Martínez M, Sanchez-Villegas A, Martínez JA, Martínez-González MA (2010) Adherence to the Mediterranean diet, long-term weight change, and incident overweight or obesity: the Seguimiento Universidad de Navarra (SUN) cohort. Am J Clin Nutr 92(6):1484–1493

    Article  CAS  PubMed  Google Scholar 

  73. DeLany JP, Windhauser MM, Champagne CM, Bray GA (2000) Differential oxidation of individual dietary fatty acids in humans. Am J Clin Nutr 72(4):905–911

    Article  CAS  PubMed  Google Scholar 

  74. Gentile CL, Weir TL (2018) The gut microbiota at the intersection of diet and human health. Science 362(6416):776. https://doi.org/10.1126/science.aau5812

    Article  CAS  PubMed  Google Scholar 

  75. Zmora N, Suez J, Elinav E (2019) You are what you eat: diet, health and the gut microbiota. Nat Rev Gastroenterol Hepatol 16(1):35–56. https://doi.org/10.1038/s41575-018-0061-2

    Article  CAS  PubMed  Google Scholar 

  76. Clemente JC, Ursell LK, Parfrey LW, Knight R (2012) The impact of the gut microbiota on human health: an integrative view. Cell 148(6):1258–1270

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  77. Muegge BD, Kuczynski J, Knights D, Clemente JC, González A, Fontana L, Henrissat B, Knight R, Gordon JI (2011) Diet drives convergence in gut microbiome functions across mammalian phylogeny and within humans. Science 332(6032):970–974

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  78. Richards JL, Yap YA, McLeod KH, Mackay CR, Mariño E (2016) Dietary metabolites and the gut microbiota: an alternative approach to control inflammatory and autoimmune diseases. Clin Transl Immunol 5(5):e82

    Article  CAS  Google Scholar 

  79. Bach-Faig A, Berry EM, Lairon D, Reguant J, Trichopoulou A, Dernini S, Medina FX, Battino M, Belahsen R, Miranda G, Serra-Majem L (2011) Mediterranean diet pyramid today Science and cultural updates. Public Health Nutr 14(12a):2274–2284. https://doi.org/10.1017/s1368980011002515

    Article  PubMed  Google Scholar 

  80. Bracale R, Vaccaro CM, Coletta V, Cricelli C, Gamaleri FC, Parazzini F, Carruba M (2020) Nutrition behaviour and compliance with the Mediterranean diet pyramid recommendations: an Italian survey-based study. Eat Weight Disord 25(6):1789–1798. https://doi.org/10.1007/s40519-019-00807-4

    Article  PubMed  Google Scholar 

  81. León-Muñoz LM, Guallar-Castillón P, Graciani A, López-García E, Mesas AE, Aguilera MT, Banegas JR, Rodríguez-Artalejo F (2012) Adherence to the mediterranean diet pattern has declined in Spanish adults. J Nutr 142(10):1843–1850. https://doi.org/10.3945/jn.112.164616

    Article  CAS  PubMed  Google Scholar 

  82. Kristal AR, Peters U, Potter JD (2005) Is it time to abandon the food frequency questionnaire? AACR. https://doi.org/10.1158/1055-9965

    Article  Google Scholar 

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The author’s responsibilities were as follows-AJ: conducted the systematic search and data extraction; SZM and AJ: analyzed the data; SZM and AJ: wrote the first draft; AJ and SSB: entirely revised the manuscript draft; SSB, had main responsibility for the final manuscript; and all authors: read and affirmed the final manuscript.

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Correspondence to Sakineh Shab-Bidar.

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Motlagh SZ, Jayedi A and Shab-Bidar S: no conflict of interest.

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Zeraattalab-Motlagh, S., Jayedi, A. & Shab-Bidar, S. Mediterranean dietary pattern and the risk of type 2 diabetes: a systematic review and dose–response meta-analysis of prospective cohort studies. Eur J Nutr 61, 1735–1748 (2022). https://doi.org/10.1007/s00394-021-02761-3

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  • DOI: https://doi.org/10.1007/s00394-021-02761-3

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