Skip to main content
Top
Published in: BMC Public Health 1/2015

Open Access 01-12-2015 | Research article

Breastfeeding is associated with waist-to-height ratio in young adults

Authors: Adam D. Bohr, Jason D. Boardman, Benjamin W. Domingue, Matthew B. McQueen

Published in: BMC Public Health | Issue 1/2015

Login to get access

Abstract

Background

The current study investigated the association between breastfeeding and adult weight distribution using an emerging indicator of weight distribution, the waist-to-height ratio (WHtR).

Methods

The study sample consisted of two subsamples of individuals that were part of the National Longitudinal Study of Adolescent Health. One sample (n = 1 179) consisted of individuals from the sibling pair data. A second sample (n = 4 648) consisted of individuals that were not part of the paired data. Regression models were constructed to establish if there was a relationship between breastfeeding and two measures of weight distribution: WHtR and body mass index (BMI). Controls for parental socioeconomic status, maternal smoking, race, sex, age, birth weight, maternal BMI, genetic ancestry, and a genetic risk score (GRS) for obesity were included. In addition, a behavioral risk score (BRS) was constructed to control for other residual confounding factors.

Results

A significant, inverse relationship between breastfeeding and adult WHtR persisted in models constructed from the sibling pair sample (P = 0.002) and unrelated sample (P <0.0001). This association remained significant with the inclusion of ancestry principal components, GRS, and a measure of maternal obesity.

Conclusions

The moderate association between breastfeeding and weight distribution persists into adulthood while controlling for potential confounders. This paper also provides evidence that the WHtR may be a superior outcome measure to BMI in studies investigating breastfeeding and obesity.
Appendix
Available only for authorised users
Literature
1.
go back to reference National Center for Health Statistics. National Health and Nutrition Examination Survey. Questionnaires, datasets, and related documentation. http://www.cdc.gov/nchs/ nhanes/nhanes_questionnaires.htm. National Center for Health Statistics. National Health and Nutrition Examination Survey. Questionnaires, datasets, and related documentation. http://​www.​cdc.​gov/​nchs/​ nhanes/nhanes_questionnaires.htm.
2.
go back to reference World Health Organization. Preventing chronic diseases: a vital investment. WHO Global Report: Geneva; 2005. World Health Organization. Preventing chronic diseases: a vital investment. WHO Global Report: Geneva; 2005.
3.
go back to reference Binkley JK, Eales J, Jekanowski M. The relation between dietary change and rising US obesity. Int J Obes Relat Metab Disord. 2000;24(8):1032–9.CrossRefPubMed Binkley JK, Eales J, Jekanowski M. The relation between dietary change and rising US obesity. Int J Obes Relat Metab Disord. 2000;24(8):1032–9.CrossRefPubMed
4.
go back to reference Nielsen SJ, Popkin BM. Patterns and trends in food portion sizes, 1977-1998. JAMA. 2003;289(4):450–3.CrossRefPubMed Nielsen SJ, Popkin BM. Patterns and trends in food portion sizes, 1977-1998. JAMA. 2003;289(4):450–3.CrossRefPubMed
5.
go back to reference de Armas MG, Megias SM, Modino SC, Bolanos PI, Guardiola PD, Alvarez TM. Importance of breastfeeding in the prevalence of metabolic syndrome and degree of childhood obesity. Endocrinol Nutr. 2009;56(8):400–3.CrossRefPubMed de Armas MG, Megias SM, Modino SC, Bolanos PI, Guardiola PD, Alvarez TM. Importance of breastfeeding in the prevalence of metabolic syndrome and degree of childhood obesity. Endocrinol Nutr. 2009;56(8):400–3.CrossRefPubMed
6.
go back to reference Brion MJ, Lawlor DA, Matijasevich A, Horta B, Anselmi L, Araujo CL, et al. What are the causal effects of breastfeeding on IQ, obesity and blood pressure? evidence from comparing high-income with middle-income cohorts. Int J Epidemiol. 2011;40(3):670–80.CrossRefPubMedPubMedCentral Brion MJ, Lawlor DA, Matijasevich A, Horta B, Anselmi L, Araujo CL, et al. What are the causal effects of breastfeeding on IQ, obesity and blood pressure? evidence from comparing high-income with middle-income cohorts. Int J Epidemiol. 2011;40(3):670–80.CrossRefPubMedPubMedCentral
7.
go back to reference Gilman M, Rifas-Shiman SL, Camargo Jr CA, Berkey CS, Frazier AL, Rockett HR, et al. Risk of overweight among adolescents who were breastfed as infants. JAMA. 2001;285(19):2461–7.CrossRef Gilman M, Rifas-Shiman SL, Camargo Jr CA, Berkey CS, Frazier AL, Rockett HR, et al. Risk of overweight among adolescents who were breastfed as infants. JAMA. 2001;285(19):2461–7.CrossRef
8.
go back to reference Hediger M, Overpeck MD, Kuczmarski RJ, Ruan WJ. Association between infant breastfeeding and overweight in young children. JAMA. 2001;284:2453–60.CrossRef Hediger M, Overpeck MD, Kuczmarski RJ, Ruan WJ. Association between infant breastfeeding and overweight in young children. JAMA. 2001;284:2453–60.CrossRef
9.
go back to reference Messiah SE, Arheart KL, Lipshultz SE, Bandstra ES, Miller TL. Perinatal factors associated with cardiovascular disease risk among preschool-age children in the united states: an analysis of 1999-2008 NHANES data. Int J Pediatr. 2012;2012:157237.PubMedPubMedCentral Messiah SE, Arheart KL, Lipshultz SE, Bandstra ES, Miller TL. Perinatal factors associated with cardiovascular disease risk among preschool-age children in the united states: an analysis of 1999-2008 NHANES data. Int J Pediatr. 2012;2012:157237.PubMedPubMedCentral
10.
go back to reference Hunt KM, Foster JA, Forney LJ, Schutte UM, Beck DL, Abdo Z, et al. Characterization of the diversity and temporal stability of bacterial communities in human milk. PLoS One. 2011;6(6), e21313.CrossRefPubMedPubMedCentral Hunt KM, Foster JA, Forney LJ, Schutte UM, Beck DL, Abdo Z, et al. Characterization of the diversity and temporal stability of bacterial communities in human milk. PLoS One. 2011;6(6), e21313.CrossRefPubMedPubMedCentral
11.
go back to reference Saker M, Merzouk H, Merzouk SA, Ahmed SB, Narce M. Predictive factors of obesity and their relationships to dietary intake in schoolchildren in western algeria. Maedica (Buchar). 2011;6(2):90–9. Saker M, Merzouk H, Merzouk SA, Ahmed SB, Narce M. Predictive factors of obesity and their relationships to dietary intake in schoolchildren in western algeria. Maedica (Buchar). 2011;6(2):90–9.
12.
go back to reference Kramer MS, Matush L, Vanilovich I, Platt RW, Bogdanovich N, Sevkovskaya Z, et al. Effects of prolonged and exclusive breastfeeding on child height, weight, adiposity, and blood pressure at age 6.5 y: Evidence from a large randomized trial. Am J Clin Nutr. 2007;86(6):1717–21.PubMed Kramer MS, Matush L, Vanilovich I, Platt RW, Bogdanovich N, Sevkovskaya Z, et al. Effects of prolonged and exclusive breastfeeding on child height, weight, adiposity, and blood pressure at age 6.5 y: Evidence from a large randomized trial. Am J Clin Nutr. 2007;86(6):1717–21.PubMed
14.
go back to reference Poulton R, Williams S. Breastfeeding and risk of overweight. JAMA. 2001;286(12):1449–50.PubMed Poulton R, Williams S. Breastfeeding and risk of overweight. JAMA. 2001;286(12):1449–50.PubMed
15.
go back to reference Evenhouse E, Reilly S. Improved estimates of the benefits of breastfeeding using sibling comparisons to reduce selection bias. Health Ser Res. 2005;40(6 Pt1):1781–802.CrossRef Evenhouse E, Reilly S. Improved estimates of the benefits of breastfeeding using sibling comparisons to reduce selection bias. Health Ser Res. 2005;40(6 Pt1):1781–802.CrossRef
16.
go back to reference Nelson MC, Gordon-Larsen P, Adair LS. Are adolescents who were breast-fed less likely to be overweight? Epidemiology. 2005;16(2):247–53.CrossRefPubMed Nelson MC, Gordon-Larsen P, Adair LS. Are adolescents who were breast-fed less likely to be overweight? Epidemiology. 2005;16(2):247–53.CrossRefPubMed
17.
go back to reference Ashwell M, Gunn P, Gibson S. Waist-to-height ratio is a better screening tool than waist circumference and BMI for adult cardiometabolic risk factors: Systematic review and meta-analysis. Obes Rev. 2012;13(3):275–86.CrossRefPubMed Ashwell M, Gunn P, Gibson S. Waist-to-height ratio is a better screening tool than waist circumference and BMI for adult cardiometabolic risk factors: Systematic review and meta-analysis. Obes Rev. 2012;13(3):275–86.CrossRefPubMed
18.
go back to reference Schneider HJ, Friedrich N, Klotsche J, Pieper L, Nauck M, John U, et al. The predictive value of different measures of obesity for incident cardiovascular events and mortality. J Clin Endocrinol Metab. 2010;95(4):1777–85.CrossRefPubMed Schneider HJ, Friedrich N, Klotsche J, Pieper L, Nauck M, John U, et al. The predictive value of different measures of obesity for incident cardiovascular events and mortality. J Clin Endocrinol Metab. 2010;95(4):1777–85.CrossRefPubMed
19.
go back to reference Kuk JL, Katzmarzyk PT, Nichaman MZ, Church TS, Blair SN, Ross R. Visceral fat is an independent predictor of all-cause mortality in men. Obesity (Silver Spring). 2006;14:336–41.CrossRef Kuk JL, Katzmarzyk PT, Nichaman MZ, Church TS, Blair SN, Ross R. Visceral fat is an independent predictor of all-cause mortality in men. Obesity (Silver Spring). 2006;14:336–41.CrossRef
20.
go back to reference Manolopoulos KN, Karpe F, Frayn KN. Gluteofemoral body fat as a determinant of metabolic health. Int J Obes (Lond). 2010;34:949–59.CrossRef Manolopoulos KN, Karpe F, Frayn KN. Gluteofemoral body fat as a determinant of metabolic health. Int J Obes (Lond). 2010;34:949–59.CrossRef
21.
go back to reference Harris KM. The National Longitudinal Study of Adolescent Health (Add Health), Waves I & II, 1994–1996; Wave III, 2001–2002; Wave IV, 2007-2009 [machine-readable data file and documentation]. Chapel Hill: Carolina Population Center, University of North Carolina at Chapel Hill; 2009. doi:10.3886/ICPSR27021.v9. Harris KM. The National Longitudinal Study of Adolescent Health (Add Health), Waves I & II, 1994–1996; Wave III, 2001–2002; Wave IV, 2007-2009 [machine-readable data file and documentation]. Chapel Hill: Carolina Population Center, University of North Carolina at Chapel Hill; 2009. doi:10.​3886/​ICPSR27021.​v9.
22.
go back to reference Stacklies W, Redestig H, Scholz M, Walther D, Selbig J. Pcamethods – a bioconductor package providing pca methods for incomplete data. Bioinformatics. 2007;23:1164–7.CrossRefPubMed Stacklies W, Redestig H, Scholz M, Walther D, Selbig J. Pcamethods – a bioconductor package providing pca methods for incomplete data. Bioinformatics. 2007;23:1164–7.CrossRefPubMed
23.
27.
go back to reference McQueen MB, Boardman JD, Domingue BW, Smolen A, Tabor J, Killeya-Jones L, et al. The National Longitudinal Study of Adolescent to Adult Health (Add Health) sibling pairs genome-wide data. Behav Genet. 2015;45(1):12–23. doi:10.1007/s10519-014-9692-4.CrossRefPubMed McQueen MB, Boardman JD, Domingue BW, Smolen A, Tabor J, Killeya-Jones L, et al. The National Longitudinal Study of Adolescent to Adult Health (Add Health) sibling pairs genome-wide data. Behav Genet. 2015;45(1):12–23. doi:10.​1007/​s10519-014-9692-4.CrossRefPubMed
28.
go back to reference Grummer-Strawn LM, Shealy KR. Progress in protecting, promoting, and supporting breastfeeding: 1984-2009. Breastfeed Med. 2009;4 Suppl 1:S31–9.PubMed Grummer-Strawn LM, Shealy KR. Progress in protecting, promoting, and supporting breastfeeding: 1984-2009. Breastfeed Med. 2009;4 Suppl 1:S31–9.PubMed
29.
go back to reference Belanoff CM, McManus BM, Carle AC, McCormick MC, Subramanian SV. Racial/ethnic variation in breastfeeding across the US: A multilevel analysis from the national survey of children's health, 2007. Matern Child Health J. 2012;16 Suppl 1:S14–26.CrossRefPubMed Belanoff CM, McManus BM, Carle AC, McCormick MC, Subramanian SV. Racial/ethnic variation in breastfeeding across the US: A multilevel analysis from the national survey of children's health, 2007. Matern Child Health J. 2012;16 Suppl 1:S14–26.CrossRefPubMed
30.
31.
go back to reference Dietz WH. Health consequences of obesity in youth: childhood predictors of adult disease. Pediatrics. 1998;101(3 Pt 2):518–25.PubMed Dietz WH. Health consequences of obesity in youth: childhood predictors of adult disease. Pediatrics. 1998;101(3 Pt 2):518–25.PubMed
32.
go back to reference Hester SN, Hustead DS, Mackey AD, Singhal A, Marriage BJ. Is the macronutrient intake of formula-fed infants greater than breast-fed infants in early infancy? J Nutr Metab. 2012;2012:891201.CrossRefPubMedPubMedCentral Hester SN, Hustead DS, Mackey AD, Singhal A, Marriage BJ. Is the macronutrient intake of formula-fed infants greater than breast-fed infants in early infancy? J Nutr Metab. 2012;2012:891201.CrossRefPubMedPubMedCentral
33.
go back to reference Li R, Fein SB, Grummer-Strawn LM. Do infants fed from bottles lack self-regulation of milk intake compared with directly breastfed infants? Pediatrics. 2010;125(6):e1386–93.CrossRefPubMed Li R, Fein SB, Grummer-Strawn LM. Do infants fed from bottles lack self-regulation of milk intake compared with directly breastfed infants? Pediatrics. 2010;125(6):e1386–93.CrossRefPubMed
34.
go back to reference Weng SF, Redsell SA, Swift JA, Yang M, Glazebrook CP. Systematic review and meta-analyses of risk factors for childhood overweight identifiable during infancy. Arch Dis Child. 2012;97(12):1019–26.CrossRefPubMedPubMedCentral Weng SF, Redsell SA, Swift JA, Yang M, Glazebrook CP. Systematic review and meta-analyses of risk factors for childhood overweight identifiable during infancy. Arch Dis Child. 2012;97(12):1019–26.CrossRefPubMedPubMedCentral
35.
go back to reference Rousseaux J, Duhamel A, Turck D, Molnar D, Salleron J, Artero EG, et al. Breastfeeding shows a protective trend toward adolescents with higher abdominal adiposity. Obes Facts. 2014;7(5):289–301.CrossRefPubMed Rousseaux J, Duhamel A, Turck D, Molnar D, Salleron J, Artero EG, et al. Breastfeeding shows a protective trend toward adolescents with higher abdominal adiposity. Obes Facts. 2014;7(5):289–301.CrossRefPubMed
36.
go back to reference Lee YS. The role of genes in the current obesity epidemic. Ann Acad Med Singapore. 2009;38(1):45–3.PubMed Lee YS. The role of genes in the current obesity epidemic. Ann Acad Med Singapore. 2009;38(1):45–3.PubMed
37.
go back to reference Nan C, Guo B, Warner C, Fowler T, Barret T, Boomsma D, et al. Heritability of body mass index in pre-adolescence, young adulthood and late adulthood. Eur J Epidemiol. 2012;27(4):247–53.CrossRefPubMed Nan C, Guo B, Warner C, Fowler T, Barret T, Boomsma D, et al. Heritability of body mass index in pre-adolescence, young adulthood and late adulthood. Eur J Epidemiol. 2012;27(4):247–53.CrossRefPubMed
38.
go back to reference Baskin ML, Ard J, Franklin F, Allison DB. Prevalence of obesity in the united states. Obes Rev. 2005;6(1):5–7.CrossRefPubMed Baskin ML, Ard J, Franklin F, Allison DB. Prevalence of obesity in the united states. Obes Rev. 2005;6(1):5–7.CrossRefPubMed
39.
go back to reference Hagg S, Ganna A, Van Der Laan SW, Esko T, Pers TH, Locke AE, et al. Gene-based meta-analysis of genome-wide association studies implicates new loci involved in obesity. Hum Mol Genet. 2015;24(23):6849–60.CrossRefPubMed Hagg S, Ganna A, Van Der Laan SW, Esko T, Pers TH, Locke AE, et al. Gene-based meta-analysis of genome-wide association studies implicates new loci involved in obesity. Hum Mol Genet. 2015;24(23):6849–60.CrossRefPubMed
40.
41.
go back to reference Rukh G, Ahmed S, Ericson U, Hindy G, Stocks T, Renström F, et al. Inverse relationship between a genetic risk score of 31 BMI loci and weight change before and after reaching middle age. Int J Obes. 2015. doi: 10.1038/ijo.2015.180. Rukh G, Ahmed S, Ericson U, Hindy G, Stocks T, Renström F, et al. Inverse relationship between a genetic risk score of 31 BMI loci and weight change before and after reaching middle age. Int J Obes. 2015. doi: 10.​1038/​ijo.​2015.​180.
42.
go back to reference Todd JN, Dahlström EH, Salem RM, Sandholm N, Forsblom C, FinnDiane Study Group, et al. Genetic evidence for a causal role of obesity in diabetic kidney disease. Diabetes. 2015. [Epub ahead of print]. Todd JN, Dahlström EH, Salem RM, Sandholm N, Forsblom C, FinnDiane Study Group, et al. Genetic evidence for a causal role of obesity in diabetic kidney disease. Diabetes. 2015. [Epub ahead of print].
Metadata
Title
Breastfeeding is associated with waist-to-height ratio in young adults
Authors
Adam D. Bohr
Jason D. Boardman
Benjamin W. Domingue
Matthew B. McQueen
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2015
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-015-2611-7

Other articles of this Issue 1/2015

BMC Public Health 1/2015 Go to the issue