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Published in: European Journal of Nutrition 4/2019

01-06-2019 | Review

Dietary protein intake and risk of type 2 diabetes: a dose–response meta-analysis of prospective studies

Authors: Long-Gang Zhao, Qing-Li Zhang, Xiao-Li Liu, Hua Wu, Jia-Li Zheng, Yong-Bing Xiang

Published in: European Journal of Nutrition | Issue 4/2019

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Abstract

Purpose

The association between dietary protein intake and type 2 diabetes risk has been inconsistent in the previous epidemiological studies. We aimed to quantitatively assess whether dietary total, animal, and plant protein would be associated with type 2 diabetes risk.

Methods

A comprehensive literature review was conducted to identify related articles by searching PubMed, Embase, Web of Science, and Wiley Online Library through 20th March 2018. Generalized least squares for trend estimation and restricted cubic spline regression model were applied in the dose–response analysis.

Results

Eight publications with ten prospective cohorts of 34,221 type 2 diabetes cases were included. After adjustment of potential confounders, a 5% of energy increment from dietary total and animal protein intake was related to a 9% (1.04, 1.13; I2 = 42.0%) and 12% (95% CI 1.08, 1.17; I2 = 14.0%) higher risk of type 2 diabetes respectively. However, for plant protein, a significant U-shaped curve was observed with the most risk reduction at intake of about 6% of energy intake from plant protein intake (Pnonlinearity = 0.001). The results were robust in sensitivity analysis and no publication bias was detected.

Conclusions

These findings indicate that the consumption of protein particularly animal protein may be associated with an increased risk of type 2 diabetes.
Appendix
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Literature
1.
go back to reference World Health Organization (2016) Global report on diabetes. World Health Organization, Geneva World Health Organization (2016) Global report on diabetes. World Health Organization, Geneva
7.
go back to reference Bendinelli B, Palli D, Masala G, Sharp SJ, Schulze MB, Guevara M, van der AD, Sera F, Amiano P, Balkau B, Barricarte A, Boeing H, Crowe FL, Dahm CC, Dalmeijer G, de Lauzon-Guillain B, Egeberg R, Fagherazzi G, Franks PW, Krogh V, Huerta JM, Jakszyn P, Khaw KT, Li K, Mattiello A, Nilsson PM, Overvad K, Ricceri F, Rolandsson O, Sanchez MJ, Slimani N, Sluijs I, Spijkerman AM, Teucher B, Tjonneland A, Tumino R, van den Berg SW, Forouhi NG, Langeberg C, Feskens EJ, Riboli E, Wareham NJ (2013) Association between dietary meat consumption and incident type 2 diabetes: the EPIC-InterAct study. Diabetologia 56:47–59. https://doi.org/10.1007/s00125-012-2718-7 CrossRefPubMed Bendinelli B, Palli D, Masala G, Sharp SJ, Schulze MB, Guevara M, van der AD, Sera F, Amiano P, Balkau B, Barricarte A, Boeing H, Crowe FL, Dahm CC, Dalmeijer G, de Lauzon-Guillain B, Egeberg R, Fagherazzi G, Franks PW, Krogh V, Huerta JM, Jakszyn P, Khaw KT, Li K, Mattiello A, Nilsson PM, Overvad K, Ricceri F, Rolandsson O, Sanchez MJ, Slimani N, Sluijs I, Spijkerman AM, Teucher B, Tjonneland A, Tumino R, van den Berg SW, Forouhi NG, Langeberg C, Feskens EJ, Riboli E, Wareham NJ (2013) Association between dietary meat consumption and incident type 2 diabetes: the EPIC-InterAct study. Diabetologia 56:47–59. https://​doi.​org/​10.​1007/​s00125-012-2718-7 CrossRefPubMed
10.
go back to reference Sluijs I, Beulens JW, van der AD, Spijkerman AM, Grobbee DE, van der Schouw YT (2010) Dietary intake of total, animal, and vegetable protein and risk of type 2 diabetes in the European Prospective Investigation into Cancer and Nutrition (EPIC)-NL study. Diabetes Care 33:43–48. https://doi.org/10.2337/dc09-1321 CrossRefPubMed Sluijs I, Beulens JW, van der AD, Spijkerman AM, Grobbee DE, van der Schouw YT (2010) Dietary intake of total, animal, and vegetable protein and risk of type 2 diabetes in the European Prospective Investigation into Cancer and Nutrition (EPIC)-NL study. Diabetes Care 33:43–48. https://​doi.​org/​10.​2337/​dc09-1321 CrossRefPubMed
11.
go back to reference Wang ET, De Koning L, Kanaya AM (2010) Higher protein intake is associated with diabetes risk in South Asian Indians: the metabolic syndrome and atherosclerosis in South Asians Living in America (MASALA) study. J Am Coll Nutr 29:130–135CrossRefPubMedPubMedCentral Wang ET, De Koning L, Kanaya AM (2010) Higher protein intake is associated with diabetes risk in South Asian Indians: the metabolic syndrome and atherosclerosis in South Asians Living in America (MASALA) study. J Am Coll Nutr 29:130–135CrossRefPubMedPubMedCentral
13.
go back to reference Nielen M, Feskens EJM, Mensink M, Sluijs I, Molina E, Amiano P, Ardanaz E, Balkau B, Beulens JWJ, Boeing H, Clavel-Chapelon F, Fagherazzi G, Franks PW, Halkjaer J, Huerta JM, Katzke V, Key TJ, Khaw KT, Krogh V, Kuhn T, Menendez VVM, Nilsson P, Overvad K, Palli D, Panico S, Rolandsson O, Romieu I, Sacerdote C, Sanchez MJ, Schulze MB, Spijkerman AMW, Tjonneland A, Tumino R, A DL, Wurtz AML, Zamora-Ros R, Langenberg C, Sharp SJ, Forouhi NG, Riboli E, Wareham NJ (2014) Dietary protein intake and incidence of type 2 diabetes in Europe: the EPIC-InterAct case-cohort study. Diabetes Care 37:1854–1862. https://doi.org/10.2337/dc13-2627 CrossRefPubMed Nielen M, Feskens EJM, Mensink M, Sluijs I, Molina E, Amiano P, Ardanaz E, Balkau B, Beulens JWJ, Boeing H, Clavel-Chapelon F, Fagherazzi G, Franks PW, Halkjaer J, Huerta JM, Katzke V, Key TJ, Khaw KT, Krogh V, Kuhn T, Menendez VVM, Nilsson P, Overvad K, Palli D, Panico S, Rolandsson O, Romieu I, Sacerdote C, Sanchez MJ, Schulze MB, Spijkerman AMW, Tjonneland A, Tumino R, A DL, Wurtz AML, Zamora-Ros R, Langenberg C, Sharp SJ, Forouhi NG, Riboli E, Wareham NJ (2014) Dietary protein intake and incidence of type 2 diabetes in Europe: the EPIC-InterAct case-cohort study. Diabetes Care 37:1854–1862. https://​doi.​org/​10.​2337/​dc13-2627 CrossRefPubMed
15.
go back to reference Shamseer L, Moher D, Clarke M, Ghersi D, Liberati A, Petticrew M, Shekelle P, Stewart LA, Group P-P (2015) Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation. BMJ 349:g7647. https://doi.org/10.1136/bmj.g7647 (Clinical research ed.) CrossRef Shamseer L, Moher D, Clarke M, Ghersi D, Liberati A, Petticrew M, Shekelle P, Stewart LA, Group P-P (2015) Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation. BMJ 349:g7647. https://​doi.​org/​10.​1136/​bmj.​g7647 (Clinical research ed.) CrossRef
18.
go back to reference Greenland S, Longnecker MP (1992) Methods for trend estimation from summarized dose–response data, with applications to meta-analysis. Am J Epidemiol 135:1301–1309CrossRefPubMed Greenland S, Longnecker MP (1992) Methods for trend estimation from summarized dose–response data, with applications to meta-analysis. Am J Epidemiol 135:1301–1309CrossRefPubMed
20.
go back to reference Orsini N, Bellocco R, Greenland S (2006) Generalized least squares for trend estimation of summarized dose–response data. Stata J 6:40–57CrossRef Orsini N, Bellocco R, Greenland S (2006) Generalized least squares for trend estimation of summarized dose–response data. Stata J 6:40–57CrossRef
31.
go back to reference Van Nielen M, Feskens E, Mensink M, Forouhi N, Wareham N (2013) Dietary protein intake and the incidence of type 2 diabetes in Europe: the epic-interact case-cohort study. Ann Nutr Metab 63:201 Van Nielen M, Feskens E, Mensink M, Forouhi N, Wareham N (2013) Dietary protein intake and the incidence of type 2 diabetes in Europe: the epic-interact case-cohort study. Ann Nutr Metab 63:201
35.
go back to reference Neu A, Behret F, Braun R, Herrlich S, Liebrich F, Loesch-Binder M, Schneider A, Schweizer R (2015) Higher glucose concentrations following protein- and fat-rich meals—the Tuebingen Grill Study: a pilot study in adolescents with type 1 diabetes. Pediatr Diabetes 16:587–591. https://doi.org/10.1111/pedi.12224 CrossRefPubMed Neu A, Behret F, Braun R, Herrlich S, Liebrich F, Loesch-Binder M, Schneider A, Schweizer R (2015) Higher glucose concentrations following protein- and fat-rich meals—the Tuebingen Grill Study: a pilot study in adolescents with type 1 diabetes. Pediatr Diabetes 16:587–591. https://​doi.​org/​10.​1111/​pedi.​12224 CrossRefPubMed
38.
go back to reference Floegel A, Stefan N, Yu Z, Muhlenbruch K, Drogan D, Joost HG, Fritsche A, Haring HU, Hrabe de Angelis M, Peters A, Roden M, Prehn C, Wang-Sattler R, Illig T, Schulze MB, Adamski J, Boeing H, Pischon T (2013) Identification of serum metabolites associated with risk of type 2 diabetes using a targeted metabolomic approach. Diabetes 62:639–648. https://doi.org/10.2337/db12-0495 CrossRefPubMedPubMedCentral Floegel A, Stefan N, Yu Z, Muhlenbruch K, Drogan D, Joost HG, Fritsche A, Haring HU, Hrabe de Angelis M, Peters A, Roden M, Prehn C, Wang-Sattler R, Illig T, Schulze MB, Adamski J, Boeing H, Pischon T (2013) Identification of serum metabolites associated with risk of type 2 diabetes using a targeted metabolomic approach. Diabetes 62:639–648. https://​doi.​org/​10.​2337/​db12-0495 CrossRefPubMedPubMedCentral
40.
go back to reference Bantle JP, Wylie-Rosett J, Albright AL, Apovian CM, Clark NG, Franz MJ, Hoogwerf BJ, Lichtenstein AH, Mayer-Davis E, Mooradian AD, Wheeler ML (2008) Nutrition recommendations and interventions for diabetes: a position statement of the American Diabetes Association. Diabetes Care 31(Suppl 1):S61–78. https://doi.org/10.2337/dc08-S061 CrossRefPubMed Bantle JP, Wylie-Rosett J, Albright AL, Apovian CM, Clark NG, Franz MJ, Hoogwerf BJ, Lichtenstein AH, Mayer-Davis E, Mooradian AD, Wheeler ML (2008) Nutrition recommendations and interventions for diabetes: a position statement of the American Diabetes Association. Diabetes Care 31(Suppl 1):S61–78. https://​doi.​org/​10.​2337/​dc08-S061 CrossRefPubMed
43.
go back to reference Alhazmi A, Stojanovski E, McEvoy M, Garg ML (2012) Macronutrient intakes and development of type 2 diabetes: a systematic review and meta-analysis of cohort studies. J Am Coll Nutr 31:243–258CrossRefPubMed Alhazmi A, Stojanovski E, McEvoy M, Garg ML (2012) Macronutrient intakes and development of type 2 diabetes: a systematic review and meta-analysis of cohort studies. J Am Coll Nutr 31:243–258CrossRefPubMed
Metadata
Title
Dietary protein intake and risk of type 2 diabetes: a dose–response meta-analysis of prospective studies
Authors
Long-Gang Zhao
Qing-Li Zhang
Xiao-Li Liu
Hua Wu
Jia-Li Zheng
Yong-Bing Xiang
Publication date
01-06-2019
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Nutrition / Issue 4/2019
Print ISSN: 1436-6207
Electronic ISSN: 1436-6215
DOI
https://doi.org/10.1007/s00394-018-1737-7

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