Skip to main content
Top
Published in: Diabetology & Metabolic Syndrome 1/2018

Open Access 01-12-2018 | Research

Association between dietary protein intake and type 2 diabetes varies by dietary pattern

Authors: Qiuyi Ke, Chaogang Chen, Fengyi He, Yongxin Ye, Xinxiu Bai, Li Cai, Min Xia

Published in: Diabetology & Metabolic Syndrome | Issue 1/2018

Login to get access

Abstract

Background

Epidemiological studies have demonstrated that high total protein intake was related to type 2 diabetes mellitus (T2DM) risks. However, few studies considered the impact of dietary pattern.

Objective

We examined the associations between protein intake and T2DM in different dietary patterns.

Methods

We used the demographic and dietary information of adults aged 18–75 years from the China Health and Nutrition Survey (2009), consisting of 4113 women and 4580 men. Dietary data was collected by using 24-h recalls combined with a food inventory for 3 consecutive days. Cluster analysis was used to classify subjects into groups, as determined by major sources of protein. Logistic regression models were used to calculate odds ratios (OR) and 95% confidence interval (95% CI) of T2DM according to the energy-adjusted protein intake.

Results

All participants were divided into three patterns according to the dietary source of protein (legumes and seafood, red meat, refined grains). Overall, plant protein intake was significantly and inversely associated with T2DM. In the subgroup analysis by dietary patterns, extreme quartile of plant protein intake was also inversely related to T2DM in the “legumes and seafood” group [OR = 0.58, 95% CI (0.33–0.96)]. Total protein intake and animal protein intake were positively related to T2DM in the “red meat” group [OR: 3.12 (1.65–5.91) and 3.48 (1.87–6.60), respectively]. However, the association of animal protein intake was reversed in the “refined grains” group [OR = 0.55, 95% CI 0.32–0.89].

Conclusions

The association between protein intake and T2DM varies by dietary pattern. Dietary pattern may be considered into the recommendation of protein intake for diabetes prevention.
Literature
1.
go back to reference Ma RC, Lin X, Jia W. Causes of type 2 diabetes in China. Lancet Diabetes Endocrinol. 2014;2:980–91.CrossRefPubMed Ma RC, Lin X, Jia W. Causes of type 2 diabetes in China. Lancet Diabetes Endocrinol. 2014;2:980–91.CrossRefPubMed
2.
go back to reference Chan JCN, Zhang Y, Ning G. Diabetes in China: a societal solution for a personal challenge. Lancet Diabetes Endocrinol. 2014;2:969–79.CrossRefPubMed Chan JCN, Zhang Y, Ning G. Diabetes in China: a societal solution for a personal challenge. Lancet Diabetes Endocrinol. 2014;2:969–79.CrossRefPubMed
3.
go back to reference Tremblay F, Lavigne C, Jacques H, Marette A. Role of dietary proteins and amino acids in the pathogenesis of insulin resistance. Annu Rev Nutr. 2007;27:293–310.CrossRefPubMed Tremblay F, Lavigne C, Jacques H, Marette A. Role of dietary proteins and amino acids in the pathogenesis of insulin resistance. Annu Rev Nutr. 2007;27:293–310.CrossRefPubMed
4.
go back to reference Promintzer M, Krebs M. Effects of dietary protein on glucose homeostasis. Curr Opin Clin Nutr Metab Care. 2006;9:463–8.CrossRefPubMed Promintzer M, Krebs M. Effects of dietary protein on glucose homeostasis. Curr Opin Clin Nutr Metab Care. 2006;9:463–8.CrossRefPubMed
5.
go back to reference van Nielen M, Feskens EJ, Mensink M, Sluijs I, Molina E, Amiano P, Ardanaz E, Balkau B, Beulens JW, Boeing H, et al. Dietary protein intake and incidence of type 2 diabetes in Europe: the EPIC-InterAct Case-Cohort Study. Diabetes Care. 2014;37:1854–62.CrossRefPubMed van Nielen M, Feskens EJ, Mensink M, Sluijs I, Molina E, Amiano P, Ardanaz E, Balkau B, Beulens JW, Boeing H, et al. Dietary protein intake and incidence of type 2 diabetes in Europe: the EPIC-InterAct Case-Cohort Study. Diabetes Care. 2014;37:1854–62.CrossRefPubMed
6.
go back to reference Sluijs I, Beulens JW, van der AD, Spijkerman AM, Grobbee DE, van der Schouw YT. 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. 2010;33:43–8.CrossRefPubMed Sluijs I, Beulens JW, van der AD, Spijkerman AM, Grobbee DE, van der Schouw YT. 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. 2010;33:43–8.CrossRefPubMed
7.
go back to reference Pan A, Sun Q, Bernstein AM, Schulze MB, Manson JE, Willett WC, Hu FB. Red meat consumption and risk of type 2 diabetes: 3 cohorts of US adults and an updated meta-analysis. Am J Clin Nutr. 2011;94:1088–96.CrossRefPubMedPubMedCentral Pan A, Sun Q, Bernstein AM, Schulze MB, Manson JE, Willett WC, Hu FB. Red meat consumption and risk of type 2 diabetes: 3 cohorts of US adults and an updated meta-analysis. Am J Clin Nutr. 2011;94:1088–96.CrossRefPubMedPubMedCentral
8.
9.
10.
go back to reference Villegas R, Gao YT, Yang G, Li HL, Elasy TA, Zheng W, Shu XO. Legume and soy food intake and the incidence of type 2 diabetes in the Shanghai Women’s Health Study. Am J Clin Nutr. 2008;87:162–7.CrossRefPubMedPubMedCentral Villegas R, Gao YT, Yang G, Li HL, Elasy TA, Zheng W, Shu XO. Legume and soy food intake and the incidence of type 2 diabetes in the Shanghai Women’s Health Study. Am J Clin Nutr. 2008;87:162–7.CrossRefPubMedPubMedCentral
11.
go back to reference Popkin BM, Du S, Zhai F, Zhang B. Cohort Profile: the China Health and Nutrition Survey—monitoring and understanding socio-economic and health change in China, 1989–2011. Int J Epidemiol. 2010;39:1435–40.CrossRefPubMed Popkin BM, Du S, Zhai F, Zhang B. Cohort Profile: the China Health and Nutrition Survey—monitoring and understanding socio-economic and health change in China, 1989–2011. Int J Epidemiol. 2010;39:1435–40.CrossRefPubMed
12.
go back to reference Zhang B, Zhai FY, Du SF, Popkin BM. The China health and nutrition survey, 1989–2011. Obes Rev. 2014;15(Suppl 1):2–7.CrossRefPubMed Zhang B, Zhai FY, Du SF, Popkin BM. The China health and nutrition survey, 1989–2011. Obes Rev. 2014;15(Suppl 1):2–7.CrossRefPubMed
13.
go back to reference Batis C, Mendez MA, Sotres-Alvarez D, Gordon-Larsen P, Popkin B. Dietary pattern trajectories during 15 years of follow-up and HbA1c, insulin resistance and diabetes prevalence among Chinese adults. J Epidemiol Community Health. 2014;68:773–9.CrossRefPubMedPubMedCentral Batis C, Mendez MA, Sotres-Alvarez D, Gordon-Larsen P, Popkin B. Dietary pattern trajectories during 15 years of follow-up and HbA1c, insulin resistance and diabetes prevalence among Chinese adults. J Epidemiol Community Health. 2014;68:773–9.CrossRefPubMedPubMedCentral
14.
go back to reference Yan S, Li J, Li S, Zhang B, Du S, Gordon-Larsen P, Adair L, Popkin B. The expanding burden of cardiometabolic risk in China: the China Health and Nutrition Survey. Obes Rev. 2012;13:810–21.CrossRefPubMedPubMedCentral Yan S, Li J, Li S, Zhang B, Du S, Gordon-Larsen P, Adair L, Popkin B. The expanding burden of cardiometabolic risk in China: the China Health and Nutrition Survey. Obes Rev. 2012;13:810–21.CrossRefPubMedPubMedCentral
15.
go back to reference Yang Y, Wang G, Pan X. The 2002 Chinese food composition table. Beijing: Medical Publishing House of Beijing University; 2002. Yang Y, Wang G, Pan X. The 2002 Chinese food composition table. Beijing: Medical Publishing House of Beijing University; 2002.
16.
go back to reference Yang Y-X. Chinese food composition table 2004. Beijing: Peking University Medical Press; 2005. Yang Y-X. Chinese food composition table 2004. Beijing: Peking University Medical Press; 2005.
17.
go back to reference Willett WC, Howe GR, Kushi LH. Adjustment for total energy intake in epidemiologic studies. Am J Clin Nutr. 1997;65:1220S–8S (discussion 1229S-1231S).CrossRefPubMed Willett WC, Howe GR, Kushi LH. Adjustment for total energy intake in epidemiologic studies. Am J Clin Nutr. 1997;65:1220S–8S (discussion 1229S-1231S).CrossRefPubMed
18.
go back to reference S-S Wang, Lay S, Yu H-N, Shen S-R. Dietary Guidelines for Chinese Residents (2016): comments and comparisons. J Zhejiang Univ Sci B. 2016;17:649–56.CrossRef S-S Wang, Lay S, Yu H-N, Shen S-R. Dietary Guidelines for Chinese Residents (2016): comments and comparisons. J Zhejiang Univ Sci B. 2016;17:649–56.CrossRef
19.
go back to reference Society CN. Chinese Dietary Reference Intakes. 1st ed. Beijing: China Light Industry Press; 2000 (in Chinese). Society CN. Chinese Dietary Reference Intakes. 1st ed. Beijing: China Light Industry Press; 2000 (in Chinese).
20.
go back to reference Mangano KM, Sahni S, Kiel DP, Tucker KL, Dufour AB, Hannan MT. Bone mineral density and protein-derived food clusters from the Framingham Offspring Study. J Acad Nutr Diet. 2015;115(1605–1613):e1601. Mangano KM, Sahni S, Kiel DP, Tucker KL, Dufour AB, Hannan MT. Bone mineral density and protein-derived food clusters from the Framingham Offspring Study. J Acad Nutr Diet. 2015;115(1605–1613):e1601.
21.
go back to reference Mangano KM, Sahni S, Kiel DP, Tucker KL, Dufour AB, Hannan MT. Dietary protein is associated with musculoskeletal health independently of dietary pattern: the Framingham Third Generation Study. Am J Clin Nutr. 2017;105:714–22.CrossRefPubMedPubMedCentral Mangano KM, Sahni S, Kiel DP, Tucker KL, Dufour AB, Hannan MT. Dietary protein is associated with musculoskeletal health independently of dietary pattern: the Framingham Third Generation Study. Am J Clin Nutr. 2017;105:714–22.CrossRefPubMedPubMedCentral
22.
go back to reference Quatromoni PA, Copenhafer DL, Demissie S, D’Agostino RB, O’Horo CE, Nam BH, Millen BE. The internal validity of a dietary pattern analysis. The Framingham Nutrition Studies. J Epidemiol Community Health. 2002;56:381–8.CrossRefPubMedPubMedCentral Quatromoni PA, Copenhafer DL, Demissie S, D’Agostino RB, O’Horo CE, Nam BH, Millen BE. The internal validity of a dietary pattern analysis. The Framingham Nutrition Studies. J Epidemiol Community Health. 2002;56:381–8.CrossRefPubMedPubMedCentral
23.
go back to reference Zhang CX, Ho SC, Fu JH, Cheng SZ, Chen YM, Lin FY. Dietary patterns and breast cancer risk among Chinese women. Cancer Causes Control. 2011;22:115–24.CrossRefPubMed Zhang CX, Ho SC, Fu JH, Cheng SZ, Chen YM, Lin FY. Dietary patterns and breast cancer risk among Chinese women. Cancer Causes Control. 2011;22:115–24.CrossRefPubMed
25.
go back to reference Satija A, Bhupathiraju SN, Rimm EB, Spiegelman D, Chiuve SE, Borgi L, Willett WC, Manson JE, Sun Q, Hu FB. Plant-based dietary patterns and incidence of type 2 diabetes in US men and women: results from three prospective cohort studies. PLoS Med. 2016;13:e1002039.CrossRefPubMedPubMedCentral Satija A, Bhupathiraju SN, Rimm EB, Spiegelman D, Chiuve SE, Borgi L, Willett WC, Manson JE, Sun Q, Hu FB. Plant-based dietary patterns and incidence of type 2 diabetes in US men and women: results from three prospective cohort studies. PLoS Med. 2016;13:e1002039.CrossRefPubMedPubMedCentral
26.
go back to reference Erber E, Hopping BN, Grandinetti A, Park SY, Kolonel LN, Maskarinec G. Dietary patterns and risk for diabetes: the multiethnic cohort. Diabetes Care. 2010;33:532–8.CrossRefPubMed Erber E, Hopping BN, Grandinetti A, Park SY, Kolonel LN, Maskarinec G. Dietary patterns and risk for diabetes: the multiethnic cohort. Diabetes Care. 2010;33:532–8.CrossRefPubMed
27.
go back to reference Chanson-Rolle A, Meynier A, Aubin F, Lappi J, Poutanen K, Vinoy S, Braesco V. Systematic review and meta-analysis of human studies to support a quantitative recommendation for whole grain intake in relation to type 2 Diabetes. PLoS ONE. 2015;10:e0131377.CrossRefPubMedPubMedCentral Chanson-Rolle A, Meynier A, Aubin F, Lappi J, Poutanen K, Vinoy S, Braesco V. Systematic review and meta-analysis of human studies to support a quantitative recommendation for whole grain intake in relation to type 2 Diabetes. PLoS ONE. 2015;10:e0131377.CrossRefPubMedPubMedCentral
28.
go back to reference He Y, Ma G, Zhai F, Li Y, Hu Y, Feskens EJ, Yang X. Dietary patterns and glucose tolerance abnormalities in Chinese adults. Diabetes Care. 2009;32:1972–6.CrossRefPubMedPubMedCentral He Y, Ma G, Zhai F, Li Y, Hu Y, Feskens EJ, Yang X. Dietary patterns and glucose tolerance abnormalities in Chinese adults. Diabetes Care. 2009;32:1972–6.CrossRefPubMedPubMedCentral
29.
go back to reference Maghsoudi Z, Ghiasvand R, Salehi-Abargouei A. Empirically derived dietary patterns and incident type 2 diabetes mellitus: a systematic review and meta-analysis on prospective observational studies. Public Health Nutr. 2016;19:230–41.CrossRefPubMed Maghsoudi Z, Ghiasvand R, Salehi-Abargouei A. Empirically derived dietary patterns and incident type 2 diabetes mellitus: a systematic review and meta-analysis on prospective observational studies. Public Health Nutr. 2016;19:230–41.CrossRefPubMed
30.
go back to reference Villegas R, Liu S, Gao YT, Yang G, Li H, Zheng W, Shu XO. Prospective study of dietary carbohydrates, glycemic index, glycemic load, and incidence of type 2 diabetes mellitus in middle-aged Chinese women. Arch Intern Med. 2007;167:2310–6.CrossRefPubMed Villegas R, Liu S, Gao YT, Yang G, Li H, Zheng W, Shu XO. Prospective study of dietary carbohydrates, glycemic index, glycemic load, and incidence of type 2 diabetes mellitus in middle-aged Chinese women. Arch Intern Med. 2007;167:2310–6.CrossRefPubMed
31.
go back to reference Li Y, Wang DD, Ley SH, Vasanti M, Howard AG, He Y, Hu FB. Time trends of dietary and lifestyle factors and their potential impact on diabetes burden in China. Diabetes Care. 2017;40:1685–94.CrossRefPubMed Li Y, Wang DD, Ley SH, Vasanti M, Howard AG, He Y, Hu FB. Time trends of dietary and lifestyle factors and their potential impact on diabetes burden in China. Diabetes Care. 2017;40:1685–94.CrossRefPubMed
32.
go back to reference Promintzer M, Krebs M. Effects of dietary protein on glucose homeostasis. Curr Opin Clin Nutr Metab Care. 2006;9:463.CrossRefPubMed Promintzer M, Krebs M. Effects of dietary protein on glucose homeostasis. Curr Opin Clin Nutr Metab Care. 2006;9:463.CrossRefPubMed
33.
go back to reference Tremblay F, Lavigne C, Jacques H, Marette A. Role of dietary proteins and amino acids in the pathogenesis of insulin resistance. Annu Rev Nutr. 2007;27:293.CrossRefPubMed Tremblay F, Lavigne C, Jacques H, Marette A. Role of dietary proteins and amino acids in the pathogenesis of insulin resistance. Annu Rev Nutr. 2007;27:293.CrossRefPubMed
34.
go back to reference Villegas R, Gao Y, Yang G, Li H, Elasy T, Zheng W, Shu X. Legume and soy food intake and the incidence of type 2 diabetes in the Shanghai Women’s Health Study. Am J Clin Nutr. 2008;87:162–7.CrossRefPubMedPubMedCentral Villegas R, Gao Y, Yang G, Li H, Elasy T, Zheng W, Shu X. Legume and soy food intake and the incidence of type 2 diabetes in the Shanghai Women’s Health Study. Am J Clin Nutr. 2008;87:162–7.CrossRefPubMedPubMedCentral
35.
go back to reference van Nielen M, Feskens EJ, Rietman A, Siebelink E, Mensink M. Partly replacing meat protein with soy protein alters insulin resistance and blood lipids in postmenopausal women with abdominal obesity. J Nutr. 2014;144:1423–9.CrossRefPubMed van Nielen M, Feskens EJ, Rietman A, Siebelink E, Mensink M. Partly replacing meat protein with soy protein alters insulin resistance and blood lipids in postmenopausal women with abdominal obesity. J Nutr. 2014;144:1423–9.CrossRefPubMed
36.
go back to reference Bhathena SJ, Velasquez MT. Beneficial role of dietary phytoestrogens in obesity and diabetes. Am J Clin Nutr. 2002;76:1191–201.CrossRefPubMed Bhathena SJ, Velasquez MT. Beneficial role of dietary phytoestrogens in obesity and diabetes. Am J Clin Nutr. 2002;76:1191–201.CrossRefPubMed
37.
go back to reference Elshorbagy A, Jerneren F, Basta M, Basta C, Turner C, Khaled M, Refsum H. Amino acid changes during transition to a vegan diet supplemented with fish in healthy humans. Eur J Nutr. 2017;56:1953–62.CrossRefPubMed Elshorbagy A, Jerneren F, Basta M, Basta C, Turner C, Khaled M, Refsum H. Amino acid changes during transition to a vegan diet supplemented with fish in healthy humans. Eur J Nutr. 2017;56:1953–62.CrossRefPubMed
38.
go back to reference Paula PC, Oliveira JTA, Sousa DOB, Alves BGT, Carvalho AFU, Franco OL, Vasconcelos IM. Insulin-like plant proteins as potential innovative drugs to treat diabetes—The Moringa oleifera case study. N Biotechnol. 2017;39:99–109.CrossRefPubMed Paula PC, Oliveira JTA, Sousa DOB, Alves BGT, Carvalho AFU, Franco OL, Vasconcelos IM. Insulin-like plant proteins as potential innovative drugs to treat diabetes—The Moringa oleifera case study. N Biotechnol. 2017;39:99–109.CrossRefPubMed
39.
go back to reference Joshi BN, Munot H, Hardikar M, Kulkarni AA. Orally active hypoglycemic protein from Costus igneus NE Br.: an in vitro and in vivo study. Biochem Biophys Res Commun. 2013;436:278–82.CrossRefPubMed Joshi BN, Munot H, Hardikar M, Kulkarni AA. Orally active hypoglycemic protein from Costus igneus NE Br.: an in vitro and in vivo study. Biochem Biophys Res Commun. 2013;436:278–82.CrossRefPubMed
40.
go back to reference Collier E, Watkinson A, Cleland CF, Roth J. Partial purification and characterization of an insulin-like material from spinach and Lemna gibba G3. J Biol Chem. 1987;262:6238.PubMed Collier E, Watkinson A, Cleland CF, Roth J. Partial purification and characterization of an insulin-like material from spinach and Lemna gibba G3. J Biol Chem. 1987;262:6238.PubMed
41.
go back to reference Cervantes-Pahm SK, Liu Y, Stein HH. Digestible indispensable amino acid score and digestible amino acids in eight cereal grains. Br J Nutr. 2014;111:1663–72.CrossRefPubMed Cervantes-Pahm SK, Liu Y, Stein HH. Digestible indispensable amino acid score and digestible amino acids in eight cereal grains. Br J Nutr. 2014;111:1663–72.CrossRefPubMed
43.
go back to reference Fung TT, Schulze M, Manson JE, Willett WC, Hu FB. Dietary patterns, meat intake, and the risk of type 2 diabetes in women. Arch Intern Med. 2004;164:2235–40.CrossRefPubMed Fung TT, Schulze M, Manson JE, Willett WC, Hu FB. Dietary patterns, meat intake, and the risk of type 2 diabetes in women. Arch Intern Med. 2004;164:2235–40.CrossRefPubMed
44.
go back to reference Schulze MB, Manson JE, Willett WC, Hu FB. Processed meat intake and incidence of type 2 diabetes in younger and middle-aged women. Diabetologia. 2003;46:1465–73.CrossRefPubMed Schulze MB, Manson JE, Willett WC, Hu FB. Processed meat intake and incidence of type 2 diabetes in younger and middle-aged women. Diabetologia. 2003;46:1465–73.CrossRefPubMed
45.
go back to reference Floegel A, Stefan N, Yu Z, Mühlenbruch K, Drogan D, Joost HG, Fritsche A, Häring HU, Angelis MHD, Peters A. Identification of serum metabolites associated with risk of type 2 diabetes using a targeted metabolomic approach. Diabetes. 2013;62:639.CrossRefPubMedPubMedCentral Floegel A, Stefan N, Yu Z, Mühlenbruch K, Drogan D, Joost HG, Fritsche A, Häring HU, Angelis MHD, Peters A. Identification of serum metabolites associated with risk of type 2 diabetes using a targeted metabolomic approach. Diabetes. 2013;62:639.CrossRefPubMedPubMedCentral
46.
go back to reference Brandsch C, Shukla A, Hirche F, Stangl GI, Eder K. Effect of proteins from beef, pork, and turkey meat on plasma and liver lipids of rats compared with casein and soy protein. Nutrition. 2006;22:1162–70.CrossRefPubMed Brandsch C, Shukla A, Hirche F, Stangl GI, Eder K. Effect of proteins from beef, pork, and turkey meat on plasma and liver lipids of rats compared with casein and soy protein. Nutrition. 2006;22:1162–70.CrossRefPubMed
47.
go back to reference Wang TJ, Larson MG, Vasan RS, Cheng S, Rhee EP, McCabe E, Lewis GD, Fox CS, Jacques PF, Fernandez C, et al. Metabolite profiles and the risk of developing diabetes. Nat Med. 2011;17:448–53.CrossRefPubMedPubMedCentral Wang TJ, Larson MG, Vasan RS, Cheng S, Rhee EP, McCabe E, Lewis GD, Fox CS, Jacques PF, Fernandez C, et al. Metabolite profiles and the risk of developing diabetes. Nat Med. 2011;17:448–53.CrossRefPubMedPubMedCentral
48.
go back to reference Newgard CB, An J, Bain JR, Muehlbauer MJ, Stevens RD, Lien LF, Haqq AM, Shah SH, Arlotto M, Slentz CA, et al. A branched-chain amino acid-related metabolic signature that differentiates obese and lean humans and contributes to insulin resistance. Cell Metab. 2009;9:311–26.CrossRefPubMedPubMedCentral Newgard CB, An J, Bain JR, Muehlbauer MJ, Stevens RD, Lien LF, Haqq AM, Shah SH, Arlotto M, Slentz CA, et al. A branched-chain amino acid-related metabolic signature that differentiates obese and lean humans and contributes to insulin resistance. Cell Metab. 2009;9:311–26.CrossRefPubMedPubMedCentral
49.
go back to reference Shamah-Levy T, Rodríguez-Ramírez S, Gaona-Pineda EB, Cuevas-Nasu L, Carriquiry AL, Rivera JA. Three 24-hour recalls in comparison with one improve the estimates of energy and nutrient intakes in an urban Mexican population. J Nutr. 2016;146:1043–50.CrossRefPubMed Shamah-Levy T, Rodríguez-Ramírez S, Gaona-Pineda EB, Cuevas-Nasu L, Carriquiry AL, Rivera JA. Three 24-hour recalls in comparison with one improve the estimates of energy and nutrient intakes in an urban Mexican population. J Nutr. 2016;146:1043–50.CrossRefPubMed
50.
go back to reference Willem DK, Inge H, Veerle DV, Stefanie V, Nadia S, Herman VO, Stefaan DH. Repeated 24-hour recalls versus dietary records for estimating nutrient intakes in a national food consumption survey. Food Nutr Res. 2011;55:122–30.CrossRef Willem DK, Inge H, Veerle DV, Stefanie V, Nadia S, Herman VO, Stefaan DH. Repeated 24-hour recalls versus dietary records for estimating nutrient intakes in a national food consumption survey. Food Nutr Res. 2011;55:122–30.CrossRef
51.
go back to reference Barquera S, Hernandez-Barrera L, Campos-Nonato I, Espinosa J, Flores M, Barriguete JA, Rivera JA. Energy and nutrient consumption in adults: analysis of the Mexican National Health and Nutrition Survey 2006. Salud Publica Mex. 2009;51(Suppl 4):S562–73.PubMed Barquera S, Hernandez-Barrera L, Campos-Nonato I, Espinosa J, Flores M, Barriguete JA, Rivera JA. Energy and nutrient consumption in adults: analysis of the Mexican National Health and Nutrition Survey 2006. Salud Publica Mex. 2009;51(Suppl 4):S562–73.PubMed
Metadata
Title
Association between dietary protein intake and type 2 diabetes varies by dietary pattern
Authors
Qiuyi Ke
Chaogang Chen
Fengyi He
Yongxin Ye
Xinxiu Bai
Li Cai
Min Xia
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Diabetology & Metabolic Syndrome / Issue 1/2018
Electronic ISSN: 1758-5996
DOI
https://doi.org/10.1186/s13098-018-0350-5

Other articles of this Issue 1/2018

Diabetology & Metabolic Syndrome 1/2018 Go to the issue