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Published in: European Journal of Nutrition 5/2019

01-08-2019 | Original Contribution

The independent associations of protein consumption with body fat and glycaemic control in adult Chinese

Authors: Xin Liu, Wei Gan, Chuqi Gao, Xin Qi, Xia Liao, Jing Lin, Yaling Zhao

Published in: European Journal of Nutrition | Issue 5/2019

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Abstract

Purpose

High-protein diets were popular in weight control. However, the role of protein intake in adiposity and related metabolic conditions among general populations is not clear. We aimed to evaluate the associations of protein intake with adiposity and glycaemic control among adult Chinese in a nationwide population-based survey.

Methods

The data were from China Health and Nutrition Survey 2009. A total of 9360 men and women aged 18 years or older were included. Body fat percentage was calculated using validated Chinese-specific equations. Dietary intake levels of macronutrients were evaluated by food-weighing approach combined with a 3-day food intake recall.

Results

Averagely, our participants have 12.5% energy intake from dietary protein. With multivariate adjustment including total energy intake, the odds ratios (95% CIs) of excessive adiposity (body fat percentage ≥ 20/30% for men/women), and central obesity (waist circumference ≥ 90/80 cm for men/women) were 1.51 (1.30, 1.75) and 1.40 (1.21, 1.62), respectively, comparing extreme quintiles of relative protein intake, while fat and carbohydrate were not associated with adiposity indices. Moreover, higher relative protein intake was associated with elevated concentration of fasting glucose (β ± SE: 1.233 ± 0.583), fasting insulin (23.211 ± 9.191), glycated hemoglobin (1.057 ± 0.369), and insulin resistance indicated by homeostasis model assessment of insulin resistance (7.558 ± 2.928) (all P < 0.05). Further adjusting for body mass index attenuated the associations.

Conclusion

In Chinese adults, higher habitual protein consumption may be associated with higher adiposity and worse glycaemic control, independent of total energy intake.
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Literature
1.
9.
11.
go back to reference Tessari P (2000) Changes in protein, carbohydrate, and fat metabolism with aging: possible role of insulin. Nutr Rev 58:11–19CrossRefPubMed Tessari P (2000) Changes in protein, carbohydrate, and fat metabolism with aging: possible role of insulin. Nutr Rev 58:11–19CrossRefPubMed
16.
go back to reference Barclay AW, Brand-Miller JC, Mitchell P (2006) Macronutrient intake, glycaemic index and glycaemic load of older Australian subjects with and without diabetes: baseline data from the Blue Mountains Eye study. Br J Nutr 96:117–123CrossRefPubMed Barclay AW, Brand-Miller JC, Mitchell P (2006) Macronutrient intake, glycaemic index and glycaemic load of older Australian subjects with and without diabetes: baseline data from the Blue Mountains Eye study. Br J Nutr 96:117–123CrossRefPubMed
18.
go back to reference Xu J, Eilat-Adar S, Loria CM, Howard BV, Fabsitz RR, Begum M, Zephier EM, Lee ET (2007) Macronutrient intake and glycemic control in a population-based sample of American Indians with diabetes: the Strong Heart Study. Am J Clin Nutr 86:480–487CrossRefPubMed Xu J, Eilat-Adar S, Loria CM, Howard BV, Fabsitz RR, Begum M, Zephier EM, Lee ET (2007) Macronutrient intake and glycemic control in a population-based sample of American Indians with diabetes: the Strong Heart Study. Am J Clin Nutr 86:480–487CrossRefPubMed
20.
go back to reference Du H, Li L, Bennett D, Guo Y, Turnbull I, Yang L, Bragg F, Bian Z, Chen Y, Chen J, Millwood IY, Sansome S, Ma L, Huang Y, Zhang N, Zheng X, Sun Q, Key TJ, Collins R, Peto R, Chen Z, China Kadoorie Biobanks (2017) Fresh fruit consumption in relation to incident diabetes and diabetic vascular complications: a 7-y prospective study of 0.5 million Chinese adults. PLoS Med 14:e1002279. https://doi.org/10.1371/journal.pmed.1002279 CrossRefPubMedPubMedCentral Du H, Li L, Bennett D, Guo Y, Turnbull I, Yang L, Bragg F, Bian Z, Chen Y, Chen J, Millwood IY, Sansome S, Ma L, Huang Y, Zhang N, Zheng X, Sun Q, Key TJ, Collins R, Peto R, Chen Z, China Kadoorie Biobanks (2017) Fresh fruit consumption in relation to incident diabetes and diabetic vascular complications: a 7-y prospective study of 0.5 million Chinese adults. PLoS Med 14:e1002279. https://​doi.​org/​10.​1371/​journal.​pmed.​1002279 CrossRefPubMedPubMedCentral
21.
go back to reference Yan LJ, Jiang S, Sun SA, Xie ZJ (2015) Comparison of dietary energy and macronutrient intake at different levels of glucose metabolism. Int J Clin Exp Med 8:12942–12948PubMedPubMedCentral Yan LJ, Jiang S, Sun SA, Xie ZJ (2015) Comparison of dietary energy and macronutrient intake at different levels of glucose metabolism. Int J Clin Exp Med 8:12942–12948PubMedPubMedCentral
29.
go back to reference Li Y, He YN, Zhai FY, Yang XG, Hu XQ (2006) Comparison of assessment of food intakes by using 3 dietary survey methods. Clin J Prev Med 40:273–280 Li Y, He YN, Zhai FY, Yang XG, Hu XQ (2006) Comparison of assessment of food intakes by using 3 dietary survey methods. Clin J Prev Med 40:273–280
30.
go back to reference Yang Y (2005) China Food Composition 2004. Peking University Medical Press, Beijing Yang Y (2005) China Food Composition 2004. Peking University Medical Press, Beijing
31.
go back to reference Galvin P, Ward G, Walters J, Pestell R, Koschmann M, Vaag A, Martin I, Best JD, Alford F (1992) A simple method for quantitation of insulin sensitivity and insulin release from an intravenous glucose tolerance test. Diabet Med J Br Diabet Assoc 9:921–928CrossRef Galvin P, Ward G, Walters J, Pestell R, Koschmann M, Vaag A, Martin I, Best JD, Alford F (1992) A simple method for quantitation of insulin sensitivity and insulin release from an intravenous glucose tolerance test. Diabet Med J Br Diabet Assoc 9:921–928CrossRef
32.
go back to reference Zhou BF, Cooperative Meta-Analysis Group of the Working Group on Obesity in C (2002) Predictive values of body mass index and waist circumference for risk factors of certain related diseases in Chinese adults—study on optimal cut-off points of body mass index and waist circumference in Chinese adults. Biomed Environ Sci BES 15:83–96PubMed Zhou BF, Cooperative Meta-Analysis Group of the Working Group on Obesity in C (2002) Predictive values of body mass index and waist circumference for risk factors of certain related diseases in Chinese adults—study on optimal cut-off points of body mass index and waist circumference in Chinese adults. Biomed Environ Sci BES 15:83–96PubMed
33.
go back to reference Gomez-Ambrosi J, Silva C, Galofre JC, Escalada J, Santos S, Millan D, Vila N, Ibanez P, Gil MJ, Valenti V, Rotellar F, Ramirez B, Salvador J, Fruhbeck G (2012) Body mass index classification misses subjects with increased cardiometabolic risk factors related to elevated adiposity. Int J Obes 36:286–294. https://doi.org/10.1038/ijo.2011.100 CrossRef Gomez-Ambrosi J, Silva C, Galofre JC, Escalada J, Santos S, Millan D, Vila N, Ibanez P, Gil MJ, Valenti V, Rotellar F, Ramirez B, Salvador J, Fruhbeck G (2012) Body mass index classification misses subjects with increased cardiometabolic risk factors related to elevated adiposity. Int J Obes 36:286–294. https://​doi.​org/​10.​1038/​ijo.​2011.​100 CrossRef
34.
go back to reference Willett WC, Howe GR, Kushi LH (1997) Adjustment for total energy intake in epidemiologic studies. Am J Clin Nutr 65:1220S–1228S (discussion 1229S–1231S) CrossRef Willett WC, Howe GR, Kushi LH (1997) Adjustment for total energy intake in epidemiologic studies. Am J Clin Nutr 65:1220S–1228S (discussion 1229S–1231S) CrossRef
36.
go back to reference Merchant AT, Anand SS, Vuksan V, Jacobs R, Davis B, Teo K, Yusuf S, Share Investigators S-A (2005) Protein intake is inversely associated with abdominal obesity in a multi-ethnic population. J Nutr 135:1196–1201CrossRefPubMed Merchant AT, Anand SS, Vuksan V, Jacobs R, Davis B, Teo K, Yusuf S, Share Investigators S-A (2005) Protein intake is inversely associated with abdominal obesity in a multi-ethnic population. J Nutr 135:1196–1201CrossRefPubMed
38.
go back to reference Simpson SJ, Batley R, Raubenheimer D (2003) Geometric analysis of macronutrient intake in humans: the power of protein? Appetite 41:123–140CrossRefPubMed Simpson SJ, Batley R, Raubenheimer D (2003) Geometric analysis of macronutrient intake in humans: the power of protein? Appetite 41:123–140CrossRefPubMed
39.
go back to reference Newgard CB, An J, Bain JR, Muehlbauer MJ, Stevens RD, Lien LF, Haqq AM, Shah SH, Arlotto M, Slentz CA, Rochon J, Gallup D, Ilkayeva O, Wenner BR, Yancy WS Jr, Eisenson H, Musante G, Surwit RS, Millington DS, Butler MD, Svetkey LP (2009) A branched-chain amino acid-related metabolic signature that differentiates obese and lean humans and contributes to insulin resistance. Cell Metab 9:311–326. https://doi.org/10.1016/j.cmet.2009.02.002 CrossRefPubMedPubMedCentral Newgard CB, An J, Bain JR, Muehlbauer MJ, Stevens RD, Lien LF, Haqq AM, Shah SH, Arlotto M, Slentz CA, Rochon J, Gallup D, Ilkayeva O, Wenner BR, Yancy WS Jr, Eisenson H, Musante G, Surwit RS, Millington DS, Butler MD, Svetkey LP (2009) A branched-chain amino acid-related metabolic signature that differentiates obese and lean humans and contributes to insulin resistance. Cell Metab 9:311–326. https://​doi.​org/​10.​1016/​j.​cmet.​2009.​02.​002 CrossRefPubMedPubMedCentral
41.
go back to reference Sluijs I, Beulens JW, 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, 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
43.
go back to reference Chang J, Wang Y (2016) Nutrition and Health Status Report of Chinese Residents 2010–2013. Peking University Health Science Press, Beijing Chang J, Wang Y (2016) Nutrition and Health Status Report of Chinese Residents 2010–2013. Peking University Health Science Press, Beijing
Metadata
Title
The independent associations of protein consumption with body fat and glycaemic control in adult Chinese
Authors
Xin Liu
Wei Gan
Chuqi Gao
Xin Qi
Xia Liao
Jing Lin
Yaling Zhao
Publication date
01-08-2019
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Nutrition / Issue 5/2019
Print ISSN: 1436-6207
Electronic ISSN: 1436-6215
DOI
https://doi.org/10.1007/s00394-018-1751-9

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