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Meat Consumption and Incident Type 2 Diabetes: An Individual-Participant Federated Meta-Analysis of 1·97 Million Adults With 100 000 Incident Cases From 31 Cohorts in 20 Countries Publisher Pubmed



Li C1 ; Bishop TRP1 ; Imamura F1 ; Sharp SJ1 ; Pearce M1 ; Brage S1 ; Ong KK1 ; Ahsan H2 ; Besrastrollo M3 ; Beulens JWJ4, 5 ; Den Braver N4, 5 ; Byberg L6 ; Canhada S7 ; Chen Z8, 9 Show All Authors
Authors
  1. Li C1
  2. Bishop TRP1
  3. Imamura F1
  4. Sharp SJ1
  5. Pearce M1
  6. Brage S1
  7. Ong KK1
  8. Ahsan H2
  9. Besrastrollo M3
  10. Beulens JWJ4, 5
  11. Den Braver N4, 5
  12. Byberg L6
  13. Canhada S7
  14. Chen Z8, 9
  15. Chung HF10
  16. Cortesvalencia A11
  17. Djousse L12, 13, 14
  18. Drouinchartier JP17
  19. Du H8, 9
  20. Du S18
  21. Duncan BB7
  22. Gaziano JM12, 13
  23. Gordonlarsen P18
  24. Goto A19, 20
  25. Haghighatdoost F21
  26. Harkanen T22
  27. Hashemian M23
  28. Hu FB14, 15
  29. Ittermann T24
  30. Jarvinen R25
  31. Kakkoura MG8, 9
  32. Neelakantan N26
  33. Knekt P22
  34. Lajous M11, 16
  35. Li Y12
  36. Magliano DJ27
  37. Malekzadeh R28
  38. Le Marchand L29
  39. Marquesvidal P30, 31
  40. Martinezgonzalez MA3
  41. Maskarinec G29
  42. Mishra GD10
  43. Mohammadifard N21
  44. Odonoghue G32
  45. Ogorman D33
  46. Popkin B18
  47. Poustchi H28
  48. Sarrafzadegan N21, 34
  49. Sawada N19
  50. Schmidt MI7
  51. Shaw JE27
  52. Soedamahmuthu S35, 36
  53. Stern D37
  54. Tong L2
  55. Van Dam RM26, 38
  56. Volzke H24
  57. Willett WC14, 15
  58. Wolk A39
  59. Yu C40, 41, 42
  60. Forouhi NG1
  61. Wareham NJ1
Show Affiliations
Authors Affiliations
  1. 1. Medical Research Council Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
  2. 2. Department of Public Health Sciences, The University of Chicago, Chicago, IL, United States
  3. 3. University of Navarra, Idisna, Department of Preventive Medicine and Public Health, CIBEROBN-Instituto de Salud Carlos III, Pamplona, Spain
  4. 4. Department of Epidemiology and Data Science, Amsterdam UMC, location Vrije Universiteit, Amsterdam, Netherlands
  5. 5. Amsterdam Public Health Research Institute, Amsterdam, Netherlands
  6. 6. Medical Epidemiology, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
  7. 7. Postgraduate Program in Epidemiology, Faculty of Medicine, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
  8. 8. Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
  9. 9. Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
  10. 10. Australian Women and Girls' Health Research Centre, School of Public Health, University of Queensland, Brisbane, QLD, Australia
  11. 11. Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico
  12. 12. Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Jamaica Plain, MA, United States
  13. 13. Department of Medicine, Harvard Medical School, Boston, MA, United States
  14. 14. Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, United States
  15. 15. Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, United States
  16. 16. Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, MA, United States
  17. 17. Centre Nutrition, Sante et Societe (NUTRISS), Institut sur la Nutrition et les Aliments Fonctionnels (INAF), Faculte de Pharmacie, Universite Laval, Quebec City, QC, Canada
  18. 18. Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
  19. 19. Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan
  20. 20. Department of Public Health, School of Medicine, Yokohama City University, Yokohama, Japan
  21. 21. Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
  22. 22. Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
  23. 23. Heart Disease Phenomics Laboratory, Epidemiology and Community Health Branch, Division of Intramural Research, National Heart, Lung, Blood Institute, National Institutes of Health, Bethesda, MD, United States
  24. 24. Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
  25. 25. Institute of Public Health and Clinical Nutrition, School of Medicine, University of Eastern Finland, Kuopio, Finland
  26. 26. Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
  27. 27. Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
  28. 28. Digestive Oncology Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
  29. 29. University of Hawaii Cancer Center, Honolulu, HI, United States
  30. 30. Department of Medicine, Internal Medicine, Lausanne University Hospital, Lausanne, Switzerland
  31. 31. Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
  32. 32. School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
  33. 33. School of Health and Human Performance, Dublin City University, Dublin, Ireland
  34. 34. Faculty of Medicine, School of Population and Public Health, The University of British Columbia, Vancouver, BC, Canada
  35. 35. Centre of Research on Psychological Disorders and Somatic Diseases (CORPS), Department of Medical and Clinical Psychology, Tilburg University, Tilburg, Netherlands
  36. 36. Institute for Food, Nutrition and Health, University of Reading, Reading, United Kingdom
  37. 37. CONAHCyT – Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico
  38. 38. Department of Exercise and Nutrition Sciences, Milken Institute School of Public Health, George Washington University, Washington, DC, United States
  39. 39. Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
  40. 40. Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
  41. 41. Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China
  42. 42. Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China

Source: The Lancet Diabetes and Endocrinology Published:2024


Abstract

Background: Meat consumption could increase the risk of type 2 diabetes. However, evidence is largely based on studies of European and North American populations, with heterogeneous analysis strategies and a greater focus on red meat than on poultry. We aimed to investigate the associations of unprocessed red meat, processed meat, and poultry consumption with type 2 diabetes using data from worldwide cohorts and harmonised analytical approaches. Methods: This individual-participant federated meta-analysis involved data from 31 cohorts participating in the InterConnect project. Cohorts were from the region of the Americas (n=12) and the Eastern Mediterranean (n=2), European (n=9), South-East Asia (n=1), and Western Pacific (n=7) regions. Access to individual-participant data was provided by each cohort; participants were eligible for inclusion if they were aged 18 years or older and had available data on dietary consumption and incident type 2 diabetes and were excluded if they had a diagnosis of any type of diabetes at baseline or missing data. Cohort-specific hazard ratios (HRs) and 95% CIs were estimated for each meat type, adjusted for potential confounders (including BMI), and pooled using a random-effects meta-analysis, with meta-regression to investigate potential sources of heterogeneity. Findings: Among 1 966 444 adults eligible for participation, 107 271 incident cases of type 2 diabetes were identified during a median follow-up of 10 (IQR 7–15) years. Median meat consumption across cohorts was 0–110 g/day for unprocessed red meat, 0–49 g/day for processed meat, and 0–72 g/day for poultry. Greater consumption of each of the three types of meat was associated with increased incidence of type 2 diabetes, with HRs of 1·10 (95% CI 1·06–1·15) per 100 g/day of unprocessed red meat (I2=61%), 1·15 (1·11–1·20) per 50 g/day of processed meat (I2=59%), and 1·08 (1·02–1·14) per 100 g/day of poultry (I2=68%). Positive associations between meat consumption and type 2 diabetes were observed in North America and in the European and Western Pacific regions; the CIs were wide in other regions. We found no evidence that the heterogeneity was explained by age, sex, or BMI. The findings for poultry consumption were weaker under alternative modelling assumptions. Replacing processed meat with unprocessed red meat or poultry was associated with a lower incidence of type 2 diabetes. Interpretation: The consumption of meat, particularly processed meat and unprocessed red meat, is a risk factor for developing type 2 diabetes across populations. These findings highlight the importance of reducing meat consumption for public health and should inform dietary guidelines. Funding: The EU, the Medical Research Council, and the National Institute of Health Research Cambridge Biomedical Research Centre. © 2024 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
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