Associations of Total Legume, Pulse, and Soy Consumption with Incident Type 2 Diabetes: Federated Meta-Analysis of 27 Studies from Diverse World Regions

Author:

Pearce Matthew1,Fanidi Anouar1,Bishop Tom R P1,Sharp Stephen J1,Imamura Fumiaki1ORCID,Dietrich Stefan2,Akbaraly Tasnime3,Bes-Rastrollo Maira456ORCID,Beulens Joline W J7,Byberg Liisa8,Canhada Scheine9,Molina Maria del Carmen B10,Chen Zhengming1112,Cortes-Valencia Adrian13,Du Huaidong1112ORCID,Duncan Bruce B9,Härkänen Tommi14,Hashemian Maryam1516,Kim Jihye17,Kim Mi Kyung17,Kim Yeonjung18,Knekt Paul14,Kromhout Daan19,Lassale Camille2021,Ridaura Ruy Lopez13,Magliano Dianna J22,Malekzadeh Reza23,Marques-Vidal Pedro24,Martínez-González Miguel Ángel45625,O'Donoghue Gráinne26,O'Gorman Donal27,Shaw Jonathan E22,Soedamah-Muthu Sabita S2829,Stern Dalia30,Wolk Alicja831,Woo Hye Won17,Wareham Nicholas J1ORCID,Forouhi Nita G1,

Affiliation:

1. Medical Research Council Epidemiology Unit, University of Cambridge School of Clinical Medicine, CB2 0QQ, Cambridge, United Kingdom

2. Department of Molecular Epidemiology, German Institute of Human Nutrition, Nuthetal, Germany

3. Inserm U 1198, Montpellier University, Montpellier, France

4. Departments of Preventive Medicine and Public Health, University of Navarra, Pamplona, Spain

5. Spanish Biomedical Research Centre in Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain

6. Navarra's Health Research Institute (IdiSNA), Pamplona, Spain

7. Department of Epidemiology & Biostatistics and the Amsterdam Public Health Institute, Amsterdam University Medical Center, HV, Amsterdam, The Netherlands

8. Department of Surgical Sciences, Uppsala University, Uppsala, Sweden

9. Faculty of Medicine, Federal University of Rio Grande do Sul, Porto Alegre, Brazil

10. Postgraduate Program in Nutrition and Health, Federal University of Espírito Santo, Vitória, Brazil

11. Medical Research Council Population Health Research Unit, University of Oxford, Oxford, United Kingdom

12. Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, United Kingdom

13. Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico

14. Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland

15. Digestive Disease Research Center, Tehran University of Medical Sciences, Tehran, Iran

16. Biology Department, School of Arts and Sciences, Utica College, Utica, USA

17. Department of Preventive Medicine, Hanyang University, Seoul, South Korea

18. National Research Institute of Health, Centers for Disease Control and Prevention, Cheongju, South Korea

19. Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands

20. Department of Epidemiology and Public Health, University College London, London, United Kingdom

21. Cardiovascular Risk and Nutrition Group, Hospital del Mar Research Institute (IMIM), Barcelona, Spain

22. Baker Heart and Diabetes Institute, Melbourne, Australia

23. Digestive Oncology Research Center, Tehran University of Medical Sciences, Tehran, Iran

24. Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland

25. Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA

26. School of Public Health, Physiotherapy & Sports Science, University College Dublin, Dublin, Ireland

27. School of Health & Human Performance, Dublin City University, Dublin, Ireland

28. Center of Research on Psychological and Somatic Disorders (CoRPs), Tilburg University, Tilburg, The Netherlands

29. Institute for Food, Nutrition and Health, University of Reading, Reading, United Kingdom

30. National Council of Science and Technology (CONACyT)-Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico

31. Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden

Abstract

ABSTRACT Background The consumption of legumes is promoted as part of a healthy diet in many countries but associations of total and types of legume consumption with type 2 diabetes (T2D) are not well established. Analyses across diverse populations are lacking despite the availability of unpublished legume consumption data in prospective cohort studies. Objective To examine the prospective associations of total and types of legume intake with the risk of incident T2D. Methods Meta-analyses of associations between total legume, pulse, and soy consumption and T2D were conducted using a federated approach without physical data-pooling. Prospective cohorts were included if legume exposure and T2D outcome data were available and the cohort investigators agreed to participate. We estimated incidence rate ratios (IRRs) and CIs of associations using individual participant data including ≤42,473 incident cases among 807,785 adults without diabetes in 27 cohorts across the Americas, Eastern Mediterranean, Europe, and Western Pacific. Random-effects meta-analysis was used to combine effect estimates and estimate heterogeneity. Results Median total legume intake ranged from 0–140 g/d across cohorts. We observed a weak positive association between total legume consumption and T2D (IRR = 1.02, 95% CI: 1.01 to 1.04) per 20 g/d higher intake, with moderately high heterogeneity (I2 = 74%). Analysis by region showed no evidence of associations in the Americas, Eastern Mediterranean, and Western Pacific. The positive association in Europe (IRR = 1.05, 95% CI: 1.01 to 1.10, I2 = 82%) was mainly driven by studies from Germany, UK, and Sweden. No evidence of associations was observed for the consumption of pulses or soy. Conclusions These findings suggest no evidence of an association of legume intakes with T2D in several world regions. The positive association observed in some European studies warrants further investigation relating to overall dietary contexts in which legumes are consumed, including accompanying foods which may be positively associated with T2D.

Funder

European Union Seventh Framework Programme

Medical Research Council Epidemiology Unit

NIHR

Biomedical Research Centre

European Union's Horizon 2020 research and innovation programme

Spanish Government Instituto de Salud Carlos III

European Regional Development Fund

Korea Centers for Disease Control and Prevention

Ministry for Health and Welfare

Republic of Korea

Ministry of Science and ICT

Tehran University of Medical Sciences

Cancer Research UK

NIH

International Agency for Research on Cancer

Swedish Research Council

CNPq

FEDER

Publisher

Oxford University Press (OUP)

Subject

Nutrition and Dietetics,Medicine (miscellaneous)

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