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Published in: Nutrition Journal 1/2016

Open Access 01-12-2016 | Research

Prospective associations of meat consumption during childhood with measures of body composition during adolescence: results from the GINIplus and LISAplus birth cohorts

Authors: Carla Harris, Anette Buyken, Andrea von Berg, Dietrich Berdel, Irina Lehmann, Barbara Hoffmann, Sibylle Koletzko, Berthold Koletzko, Joachim Heinrich, Marie Standl

Published in: Nutrition Journal | Issue 1/2016

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Abstract

Background

Higher meat and protein intakes have been associated with increased body weight in adults, but studies evaluating body composition are scarce. Furthermore, our knowledge in adolescents is limited. This study aimed to investigate the prospective associations of intakes of different meat types, and their respective protein contents during childhood, with body composition during adolescence.

Methods

Dietary (using food frequency questionnaires) and body composition (measured by bioelectrical impedance) data were collected from the 10- and 15-year follow-up assessments respectively, of the GINIplus and LISAplus birth cohort studies. Sex-stratified prospective associations of meat and meat protein intakes (total, processed, red meat and poultry) with fat mass index (FMI) and fat free mass index (FFMI), were assessed by linear regression models (N = 1610).

Results

Among males, higher poultry intakes at age 10 years were associated with a higher FMI at age 15 years [β = 0.278 (SE = 0.139), p = 0.046]; while higher intakes of total and red meat were prospectively associated with higher FFMI [0.386 (0.143), p = 0.007, and 0.333 (0.145), p = 0.022, respectively]. Additionally in males, protein was associated with FFMI for total and red meat [0.285 (0.145) and 0.356 (0.144), respectively].

Conclusions

Prospective associations of meat consumption with subsequent body composition in adolescents may differ by sex and meat source.
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Literature
1.
go back to reference Sinha R, Cross AJ, Graubard BI, Leitzmann MF, Schatzkin A. Meat intake and mortality: a prospective study of over half a million people. Arch Intern Med. 2009;169(6):562–71.CrossRefPubMedPubMedCentral Sinha R, Cross AJ, Graubard BI, Leitzmann MF, Schatzkin A. Meat intake and mortality: a prospective study of over half a million people. Arch Intern Med. 2009;169(6):562–71.CrossRefPubMedPubMedCentral
2.
go back to reference Bouvard V, Loomis D, Guyton KZ, Grosse Y, Ghissassi FE, Benbrahim-Tallaa L, Guha N, Mattock H, Straif K. Carcinogenicity of consumption of red and processed meat. Lancet Oncol. 2015;16(16):1599–1600.CrossRefPubMed Bouvard V, Loomis D, Guyton KZ, Grosse Y, Ghissassi FE, Benbrahim-Tallaa L, Guha N, Mattock H, Straif K. Carcinogenicity of consumption of red and processed meat. Lancet Oncol. 2015;16(16):1599–1600.CrossRefPubMed
3.
go back to reference Abete I, Romaguera D, Vieira AR, Lopez de Munain A, Norat T. Association between total, processed, red and white meat consumption and all-cause, CVD and IHD mortality: a meta-analysis of cohort studies. Br J Nutr. 2014;112(5):762–75.CrossRefPubMed Abete I, Romaguera D, Vieira AR, Lopez de Munain A, Norat T. Association between total, processed, red and white meat consumption and all-cause, CVD and IHD mortality: a meta-analysis of cohort studies. Br J Nutr. 2014;112(5):762–75.CrossRefPubMed
4.
go back to reference Micha R, Wallace SK, Mozaffarian D. Red and processed meat consumption and risk of incident coronary heart disease, stroke, and diabetes mellitus: a systematic review and meta-analysis. Circulation. 2010;121(21):2271–83.CrossRefPubMedPubMedCentral Micha R, Wallace SK, Mozaffarian D. Red and processed meat consumption and risk of incident coronary heart disease, stroke, and diabetes mellitus: a systematic review and meta-analysis. Circulation. 2010;121(21):2271–83.CrossRefPubMedPubMedCentral
5.
go back to reference Rouhani MH, Salehi-Abargouei A, Surkan PJ, Azadbakht L. Is there a relationship between red or processed meat intake and obesity? A systematic review and meta-analysis of observational studies. Obes Rev. 2014;15(9):740–8.CrossRefPubMed Rouhani MH, Salehi-Abargouei A, Surkan PJ, Azadbakht L. Is there a relationship between red or processed meat intake and obesity? A systematic review and meta-analysis of observational studies. Obes Rev. 2014;15(9):740–8.CrossRefPubMed
6.
go back to reference Halkjaer J, Olsen A, Overvad K, Jakobsen MU, Boeing H, Buijsse B, Palli D, Tognon G, Du H, van der AD, et al. Intake of total, animal and plant protein and subsequent changes in weight or waist circumference in European men and women: the Diogenes project. Int J Obes (2005). 2011;35(8):1104–13.CrossRef Halkjaer J, Olsen A, Overvad K, Jakobsen MU, Boeing H, Buijsse B, Palli D, Tognon G, Du H, van der AD, et al. Intake of total, animal and plant protein and subsequent changes in weight or waist circumference in European men and women: the Diogenes project. Int J Obes (2005). 2011;35(8):1104–13.CrossRef
7.
go back to reference Paddon-Jones D, Westman E, Mattes RD, Wolfe RR, Astrup A, Westerterp-Plantenga M. Protein, weight management, and satiety. Am J Clin Nutr. 2008;87(5):1558s–61.PubMed Paddon-Jones D, Westman E, Mattes RD, Wolfe RR, Astrup A, Westerterp-Plantenga M. Protein, weight management, and satiety. Am J Clin Nutr. 2008;87(5):1558s–61.PubMed
8.
go back to reference Clifton PM, Condo D, Keogh JB. Long term weight maintenance after advice to consume low carbohydrate, higher protein diets--a systematic review and meta analysis. Nutr Metab Cardiovasc Dis. 2014;24(3):224–35.CrossRefPubMed Clifton PM, Condo D, Keogh JB. Long term weight maintenance after advice to consume low carbohydrate, higher protein diets--a systematic review and meta analysis. Nutr Metab Cardiovasc Dis. 2014;24(3):224–35.CrossRefPubMed
9.
go back to reference Krieger JW, Sitren HS, Daniels MJ, Langkamp-Henken B. Effects of variation in protein and carbohydrate intake on body mass and composition during energy restriction: a meta-regression 1. Am J Clin Nutr. 2006;83(2):260–74.PubMed Krieger JW, Sitren HS, Daniels MJ, Langkamp-Henken B. Effects of variation in protein and carbohydrate intake on body mass and composition during energy restriction: a meta-regression 1. Am J Clin Nutr. 2006;83(2):260–74.PubMed
10.
go back to reference Assmann KE, Joslowski G, Buyken AE, Cheng G, Remer T, Kroke A, Gunther AL. Prospective association of protein intake during puberty with body composition in young adulthood. Obesity (Silver Spring, Md). 2013;21(12):E782–9.CrossRef Assmann KE, Joslowski G, Buyken AE, Cheng G, Remer T, Kroke A, Gunther AL. Prospective association of protein intake during puberty with body composition in young adulthood. Obesity (Silver Spring, Md). 2013;21(12):E782–9.CrossRef
11.
go back to reference Mensink GBM, Richter A, Vohmann C, Stahl A, Six J, Kohler S, Fischer J, Heseker H. EsKiMo. The nutrition module of the German Health Interview and Examination Survey for Children and Adolescents (KiGGS). Ernährung - Wissenschaft und Praxis. 2007;1(5):225–9.CrossRef Mensink GBM, Richter A, Vohmann C, Stahl A, Six J, Kohler S, Fischer J, Heseker H. EsKiMo. The nutrition module of the German Health Interview and Examination Survey for Children and Adolescents (KiGGS). Ernährung - Wissenschaft und Praxis. 2007;1(5):225–9.CrossRef
12.
go back to reference Bibiloni Mdel M, Pons A, Tur JA. Prevalence of overweight and obesity in adolescents: a systematic review. ISRN Obes. 2013;2013:392747.PubMed Bibiloni Mdel M, Pons A, Tur JA. Prevalence of overweight and obesity in adolescents: a systematic review. ISRN Obes. 2013;2013:392747.PubMed
13.
go back to reference Simmonds M, Llewellyn A, Owen CG, Woolacott N. Predicting adult obesity from childhood obesity: a systematic review and meta-analysis. Obes Rev. 2016;17(2):95–107.CrossRefPubMed Simmonds M, Llewellyn A, Owen CG, Woolacott N. Predicting adult obesity from childhood obesity: a systematic review and meta-analysis. Obes Rev. 2016;17(2):95–107.CrossRefPubMed
14.
15.
go back to reference Berg A, Kramer U, Link E, Bollrath C, Heinrich J, Brockow I, Koletzko S, Grubl A, Filipiak-Pittroff B, Wichmann HE, et al. Impact of early feeding on childhood eczema: development after nutritional intervention compared with the natural course - the GINIplus study up to the age of 6 years. Clin Exp Allergy. 2010;40(4):627–36.PubMed Berg A, Kramer U, Link E, Bollrath C, Heinrich J, Brockow I, Koletzko S, Grubl A, Filipiak-Pittroff B, Wichmann HE, et al. Impact of early feeding on childhood eczema: development after nutritional intervention compared with the natural course - the GINIplus study up to the age of 6 years. Clin Exp Allergy. 2010;40(4):627–36.PubMed
16.
go back to reference Heinrich J, Bolte G, Holscher B, Douwes J, Lehmann I, Fahlbusch B, Bischof W, Weiss M, Borte M, Wichmann HE. Allergens and endotoxin on mothers’ mattresses and total immunoglobulin E in cord blood of neonates. Eur Respir J. 2002;20(3):617–23.CrossRefPubMed Heinrich J, Bolte G, Holscher B, Douwes J, Lehmann I, Fahlbusch B, Bischof W, Weiss M, Borte M, Wichmann HE. Allergens and endotoxin on mothers’ mattresses and total immunoglobulin E in cord blood of neonates. Eur Respir J. 2002;20(3):617–23.CrossRefPubMed
17.
go back to reference Stiegler P, Sausenthaler S, Buyken AE, Rzehak P, Czech D, Linseisen J, Kroke A, Gedrich K, Robertson C, Heinrich J. A new FFQ designed to measure the intake of fatty acids and antioxidants in children. Public Health Nutr. 2010;13(1):38–46.CrossRefPubMed Stiegler P, Sausenthaler S, Buyken AE, Rzehak P, Czech D, Linseisen J, Kroke A, Gedrich K, Robertson C, Heinrich J. A new FFQ designed to measure the intake of fatty acids and antioxidants in children. Public Health Nutr. 2010;13(1):38–46.CrossRefPubMed
18.
19.
go back to reference Hartmann BM, Bell S, Va’squez-Caiquedo AL. Der Bundeslebensmittelschlüssel. German Nutrient DataBase. Karlsruhe: Federal Research Centre for Nutrition and Food (BfEL); 2005. Hartmann BM, Bell S, Va’squez-Caiquedo AL. Der Bundeslebensmittelschlüssel. German Nutrient DataBase. Karlsruhe: Federal Research Centre for Nutrition and Food (BfEL); 2005.
20.
go back to reference de Onis M, Onyango AW, Borghi E, Siyam A, Nishida C, Siekmann J. Development of a WHO growth reference for school-aged children and adolescents. Bull World Health Organ. 2007;85(9):660–7.CrossRefPubMedPubMedCentral de Onis M, Onyango AW, Borghi E, Siyam A, Nishida C, Siekmann J. Development of a WHO growth reference for school-aged children and adolescents. Bull World Health Organ. 2007;85(9):660–7.CrossRefPubMedPubMedCentral
21.
go back to reference Pei Z, Flexeder C, Fuertes E, Standl M, Buyken A, Berdel D, von Berg A, Lehmann I, Schaaf B, Heinrich J. Food intake and overweight in school-aged children in Germany: results of the GINIplus and LISAplus studies. Ann Nutr Metab. 2014;64(1):60–70.CrossRefPubMed Pei Z, Flexeder C, Fuertes E, Standl M, Buyken A, Berdel D, von Berg A, Lehmann I, Schaaf B, Heinrich J. Food intake and overweight in school-aged children in Germany: results of the GINIplus and LISAplus studies. Ann Nutr Metab. 2014;64(1):60–70.CrossRefPubMed
22.
go back to reference R Core Team. R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2015. R Core Team. R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2015.
23.
go back to reference Cole TJ, Bellizzi MC, Flegal KM, Dietz WH. Establishing a standard definition for child overweight and obesity worldwide: international survey. BMJ (Clin Res ed). 2000;320(7244):1240.CrossRef Cole TJ, Bellizzi MC, Flegal KM, Dietz WH. Establishing a standard definition for child overweight and obesity worldwide: international survey. BMJ (Clin Res ed). 2000;320(7244):1240.CrossRef
24.
go back to reference Vergnaud AC, Norat T, Romaguera D, Mouw T, May AM, Travier N, Luan J, Wareham N, Slimani N, Rinaldi S, et al. Meat consumption and prospective weight change in participants of the EPIC-PANACEA study. Am J Clin Nutr. 2010;92(2):398–407.CrossRefPubMed Vergnaud AC, Norat T, Romaguera D, Mouw T, May AM, Travier N, Luan J, Wareham N, Slimani N, Rinaldi S, et al. Meat consumption and prospective weight change in participants of the EPIC-PANACEA study. Am J Clin Nutr. 2010;92(2):398–407.CrossRefPubMed
25.
go back to reference Bradlee ML, Singer MR, Qureshi MM, Moore LL. Food group intake and central obesity among children and adolescents in the Third National Health and Nutrition Examination Survey (NHANES III). Public Health Nutr. 2010;13(6):797–805.CrossRefPubMed Bradlee ML, Singer MR, Qureshi MM, Moore LL. Food group intake and central obesity among children and adolescents in the Third National Health and Nutrition Examination Survey (NHANES III). Public Health Nutr. 2010;13(6):797–805.CrossRefPubMed
26.
go back to reference Clifton P. Effects of a high protein diet on body weight and comorbidities associated with obesity. Br J Nutr. 2012;108 Suppl 2:S122–9.CrossRefPubMed Clifton P. Effects of a high protein diet on body weight and comorbidities associated with obesity. Br J Nutr. 2012;108 Suppl 2:S122–9.CrossRefPubMed
27.
go back to reference Bujnowski D, Xun P, Daviglus ML, Van Horn L, He K, Stamler J. Longitudinal association between animal and vegetable protein intake and obesity among men in the United States: the Chicago Western Electric Study. J Am Diet Assoc. 2011;111(8):1150–5. e1151.CrossRefPubMedPubMedCentral Bujnowski D, Xun P, Daviglus ML, Van Horn L, He K, Stamler J. Longitudinal association between animal and vegetable protein intake and obesity among men in the United States: the Chicago Western Electric Study. J Am Diet Assoc. 2011;111(8):1150–5. e1151.CrossRefPubMedPubMedCentral
28.
go back to reference Koppes LL, Boon N, Nooyens AC, van Mechelen W, Saris WH. Macronutrient distribution over a period of 23 years in relation to energy intake and body fatness. Br J Nutr. 2009;101(1):108–15.CrossRefPubMed Koppes LL, Boon N, Nooyens AC, van Mechelen W, Saris WH. Macronutrient distribution over a period of 23 years in relation to energy intake and body fatness. Br J Nutr. 2009;101(1):108–15.CrossRefPubMed
29.
go back to reference van Vught AJ, Heitmann BL, Nieuwenhuizen AG, Veldhorst MA, Brummer RJ, Westerterp-Plantenga MS. Association between dietary protein and change in body composition among children (EYHS). Clin Nutr (Edinburgh, Scotland). 2009;28(6):684–8.CrossRef van Vught AJ, Heitmann BL, Nieuwenhuizen AG, Veldhorst MA, Brummer RJ, Westerterp-Plantenga MS. Association between dietary protein and change in body composition among children (EYHS). Clin Nutr (Edinburgh, Scotland). 2009;28(6):684–8.CrossRef
30.
go back to reference Snowdon DA, Phillips RL, Fraser GE. Meat consumption and fatal ischemic heart disease. Prev Med. 1984;13(5):490–500.CrossRefPubMed Snowdon DA, Phillips RL, Fraser GE. Meat consumption and fatal ischemic heart disease. Prev Med. 1984;13(5):490–500.CrossRefPubMed
31.
go back to reference Li D, Sinclair A, Mann N, Turner A, Ball M, Kelly F, Abedin L, Wilson A. The association of diet and thrombotic risk factors in healthy male vegetarians and meat-eaters. Eur J Clin Nutr. 1999;53(8):612–9.CrossRefPubMed Li D, Sinclair A, Mann N, Turner A, Ball M, Kelly F, Abedin L, Wilson A. The association of diet and thrombotic risk factors in healthy male vegetarians and meat-eaters. Eur J Clin Nutr. 1999;53(8):612–9.CrossRefPubMed
32.
go back to reference Li D, Siriamornpun S, Wahlqvist ML, Mann NJ, Sinclair AJ. Lean meat and heart health. Asia Pac J Clin Nutr. 2005;14(2):113–9.PubMed Li D, Siriamornpun S, Wahlqvist ML, Mann NJ, Sinclair AJ. Lean meat and heart health. Asia Pac J Clin Nutr. 2005;14(2):113–9.PubMed
33.
go back to reference Soliman A, De Sanctis V, Elalaily R. Nutrition and pubertal development. Indian J Endocrinol Metab. 2014;18 Suppl 1:S39–47.PubMedPubMedCentral Soliman A, De Sanctis V, Elalaily R. Nutrition and pubertal development. Indian J Endocrinol Metab. 2014;18 Suppl 1:S39–47.PubMedPubMedCentral
Metadata
Title
Prospective associations of meat consumption during childhood with measures of body composition during adolescence: results from the GINIplus and LISAplus birth cohorts
Authors
Carla Harris
Anette Buyken
Andrea von Berg
Dietrich Berdel
Irina Lehmann
Barbara Hoffmann
Sibylle Koletzko
Berthold Koletzko
Joachim Heinrich
Marie Standl
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Nutrition Journal / Issue 1/2016
Electronic ISSN: 1475-2891
DOI
https://doi.org/10.1186/s12937-016-0222-5

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