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Published in: European Journal of Epidemiology 4/2011

Open Access 01-04-2011 | Developmental epidemiology

Maternal smoking during pregnancy and subcutaneous fat mass in early childhood. The Generation R Study

Authors: Büşra Durmuş, Lamise Ay, Anita C. S. Hokken-Koelega, Hein Raat, Albert Hofman, Eric A. P. Steegers, Vincent W. V. Jaddoe

Published in: European Journal of Epidemiology | Issue 4/2011

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Abstract

Maternal smoking during pregnancy increases the risk of obesity in the offspring. Not much is known about the associations with other measures of body composition. We assessed the associations of maternal smoking during pregnancy with the development of subcutaneous fat mass measured as peripheral and central skinfold thickness measurements in early childhood, in a population-based prospective cohort study from early fetal life onward in the city of Rotterdam, The Netherlands. The study was performed in 907 mothers and their children at the ages of 1.5, 6 and 24 months. As compared to non-smoking mothers, mothers who continued smoking during pregnancy were more likely to have a younger age and a lower educational level. Their children had a lower birth weight, higher risk of small size for gestational age and were breastfed for a shorter duration (P-values <0.01). We did not observe differences in peripheral, central and total subcutaneous fat mass between the offspring of non-smoking mothers, mothers who smoked in first trimester only and mothers who continued smoking during pregnancy (P > 0.05). Also, the reported number of cigarettes smoked by mothers in both first and third trimester of pregnancy were not associated with peripheral, central and total subcutaneous fat mass in the offspring at the ages of 1.5, 6 and 24 months. Our findings suggest that fetal exposure to cigarette smoke during pregnancy does not influence subcutaneous fat mass in early childhood. Follow-up studies are needed in children at older ages and to identify associations of maternal smoking during pregnancy with other measures of body composition.
Literature
1.
go back to reference Kramer MS. Determinants of low birth weight: methodological assessment and meta-analysis. Bull WHO. 1987;65:663–737.PubMed Kramer MS. Determinants of low birth weight: methodological assessment and meta-analysis. Bull WHO. 1987;65:663–737.PubMed
2.
go back to reference Abel EL. Smoking during pregnancy: a review of effects on growth and development of offspring. Hum Biol. 1980;52:593–625.PubMed Abel EL. Smoking during pregnancy: a review of effects on growth and development of offspring. Hum Biol. 1980;52:593–625.PubMed
3.
go back to reference Neovius K, Rasmussen F, Sundström J, Neovius M. Forecast of future premature mortality as a result of trends in obesity and smoking: nationwide cohort simulation study. Eur J Epidemiol. 2010;10:703–9.CrossRef Neovius K, Rasmussen F, Sundström J, Neovius M. Forecast of future premature mortality as a result of trends in obesity and smoking: nationwide cohort simulation study. Eur J Epidemiol. 2010;10:703–9.CrossRef
4.
go back to reference Cnattingius S. The epidemiology of smoking during pregnancy: smoking prevalence, maternal characteristics, and pregnancy outcomes. Nicotine Tob Res. 2004;6:125–40.CrossRef Cnattingius S. The epidemiology of smoking during pregnancy: smoking prevalence, maternal characteristics, and pregnancy outcomes. Nicotine Tob Res. 2004;6:125–40.CrossRef
5.
go back to reference Andres RL. Perinatal complications associated with maternal smoking. Semin Neonatol. 2005;5:231–41.CrossRef Andres RL. Perinatal complications associated with maternal smoking. Semin Neonatol. 2005;5:231–41.CrossRef
6.
go back to reference Castles A, Adams EK, Melvin CL, Kelsch C, Boulton ML. Effects of smoking during pregnancy. Five meta-analyses. Am J Prev Med. 1999;16: 208-15. Castles A, Adams EK, Melvin CL, Kelsch C, Boulton ML. Effects of smoking during pregnancy. Five meta-analyses. Am J Prev Med. 1999;16: 208-15.
7.
go back to reference von-Kries R, Toschke AM, Kolezko B, Slikker W Jr. Maternal smoking during pregnancy and childhood obesity. Am J Epidemiol. 2002;156:954–61.PubMedCrossRef von-Kries R, Toschke AM, Kolezko B, Slikker W Jr. Maternal smoking during pregnancy and childhood obesity. Am J Epidemiol. 2002;156:954–61.PubMedCrossRef
8.
go back to reference Ino T. Maternal smoking during pregnancy and offspring obesity: meta-analysis. Pediatr Int. 2010;52:94–9.PubMedCrossRef Ino T. Maternal smoking during pregnancy and offspring obesity: meta-analysis. Pediatr Int. 2010;52:94–9.PubMedCrossRef
9.
go back to reference Barker DJ. Fetal origins of coronary heart disease. BMJ. 1995;311:171–4.PubMed Barker DJ. Fetal origins of coronary heart disease. BMJ. 1995;311:171–4.PubMed
10.
go back to reference Bateson P, Barker D, Clutton-Brock T, Deb D, D’Udine B, Foley RA, et al. Developmental plasticity and human health. Nature. 2004;430:419–21.PubMedCrossRef Bateson P, Barker D, Clutton-Brock T, Deb D, D’Udine B, Foley RA, et al. Developmental plasticity and human health. Nature. 2004;430:419–21.PubMedCrossRef
11.
go back to reference Oken E, Levitan EB, Gillman MW. Maternal smoking during pregnancy and child overweight: systematic review and meta-analysis. Int J Obes. 2008;32:201–10.CrossRef Oken E, Levitan EB, Gillman MW. Maternal smoking during pregnancy and child overweight: systematic review and meta-analysis. Int J Obes. 2008;32:201–10.CrossRef
12.
go back to reference Wells JC, Fewtrell MS. Measuring body composition. Arch Dis Child. 2006;7:612–7. Wells JC, Fewtrell MS. Measuring body composition. Arch Dis Child. 2006;7:612–7.
13.
go back to reference Nevill AM, Stewart AD, Olds T, Holder R. Relationship between adiposity and body size reveals limitations of BMI. Am J Phys Anthropol. 2006;1:151–6.CrossRef Nevill AM, Stewart AD, Olds T, Holder R. Relationship between adiposity and body size reveals limitations of BMI. Am J Phys Anthropol. 2006;1:151–6.CrossRef
14.
go back to reference Holzhauer S, Zwijsen RM, Jaddoe VW, Boehm G, Moll HA, Mulder PG, et al. Sonographic assessment of abdominal fat distribution in infancy. Eur J Epidemiol. 2009;24(9):521–9.PubMedCrossRef Holzhauer S, Zwijsen RM, Jaddoe VW, Boehm G, Moll HA, Mulder PG, et al. Sonographic assessment of abdominal fat distribution in infancy. Eur J Epidemiol. 2009;24(9):521–9.PubMedCrossRef
15.
go back to reference Oken E, Huh SY, Taveras EM, Rich-Edwards JW, Gillman MW. Associations of maternal prenatal smoking with child adiposity and blood pressure. Obesity Res. 2005;11:2021–8.CrossRef Oken E, Huh SY, Taveras EM, Rich-Edwards JW, Gillman MW. Associations of maternal prenatal smoking with child adiposity and blood pressure. Obesity Res. 2005;11:2021–8.CrossRef
16.
go back to reference Leary SD, Smith GD, Rogers IS, Reilly JJ, Wells JC, Ness AR. Smoking during pregnancy and offspring fat and lean mass in childhood. Obesity. 2006;14:2284–93.PubMedCrossRef Leary SD, Smith GD, Rogers IS, Reilly JJ, Wells JC, Ness AR. Smoking during pregnancy and offspring fat and lean mass in childhood. Obesity. 2006;14:2284–93.PubMedCrossRef
17.
go back to reference Widerøe M, Vik T, Jacobsen G, Bakketeig LS. Does maternal smoking during pregnancy cause childhood overweight? Paediatr Perinat Epidemiol. 2003;2:171–9.CrossRef Widerøe M, Vik T, Jacobsen G, Bakketeig LS. Does maternal smoking during pregnancy cause childhood overweight? Paediatr Perinat Epidemiol. 2003;2:171–9.CrossRef
18.
go back to reference Jaddoe VW, Bakker R, van Duijn CM, van der Heijden AJ, Lindemans J, Mackenbach JP, et al. The Generation R Study Biobank: a resource for epidemiological studies in children and their parents. Eur J Epidemiol. 2007;22:917–23.PubMedCrossRef Jaddoe VW, Bakker R, van Duijn CM, van der Heijden AJ, Lindemans J, Mackenbach JP, et al. The Generation R Study Biobank: a resource for epidemiological studies in children and their parents. Eur J Epidemiol. 2007;22:917–23.PubMedCrossRef
19.
go back to reference Jaddoe VW, van Duijn CM, van der Heijden AJ, Mackenbach JP, Moll HA, Steegers EAP, et al. The Generation R Study: design and cohort update 2010. Eur J Epidemiol. 2010;11:823–41.CrossRef Jaddoe VW, van Duijn CM, van der Heijden AJ, Mackenbach JP, Moll HA, Steegers EAP, et al. The Generation R Study: design and cohort update 2010. Eur J Epidemiol. 2010;11:823–41.CrossRef
20.
go back to reference Allochtonen in Nederland 2004. Voorburg/Heerlen: Statistics Netherlands; 2004. Allochtonen in Nederland 2004. Voorburg/Heerlen: Statistics Netherlands; 2004.
21.
go back to reference Lohman TG, Roche AF, Martorell R. Anthropometric Standardization Reference Manual: Abridged Edition. Champaign, IL: Human Kinetics Books; 1991. Lohman TG, Roche AF, Martorell R. Anthropometric Standardization Reference Manual: Abridged Edition. Champaign, IL: Human Kinetics Books; 1991.
22.
go back to reference WHO Multicentre Growth Reference Study Group. Reliability of anthropometric measurements in the WHO Multicentre Growth Reference Study. Acta Paediatr. 2006;450:38–46. WHO Multicentre Growth Reference Study Group. Reliability of anthropometric measurements in the WHO Multicentre Growth Reference Study. Acta Paediatr. 2006;450:38–46.
23.
go back to reference Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;8476:307–10.CrossRef Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;8476:307–10.CrossRef
24.
go back to reference Shrout PE, Fleiss JL. Intraclass correlations: uses in assessing rater reliability. Psychol Bull. 1979;2:420–8.CrossRef Shrout PE, Fleiss JL. Intraclass correlations: uses in assessing rater reliability. Psychol Bull. 1979;2:420–8.CrossRef
25.
go back to reference Ketel IJ, Volman MN, Seidell JC, Stehouwer CD, Twisk JW, Lambalk CB. Superiority of skinfold measurements and waist over waist-to-hip ratio for determination of body fat distribution in a population-based cohort of Caucasian Dutch adults. Eur J Endocrinol. 2007;6:655–61.CrossRef Ketel IJ, Volman MN, Seidell JC, Stehouwer CD, Twisk JW, Lambalk CB. Superiority of skinfold measurements and waist over waist-to-hip ratio for determination of body fat distribution in a population-based cohort of Caucasian Dutch adults. Eur J Endocrinol. 2007;6:655–61.CrossRef
26.
go back to reference Birmingham B, Dyer AR, Shekelle RB, Stamler J. Subscapular and triceps skinfold thicknesses, body mass index and cardiovascular risk factors in a cohort of middle-aged employed men. J Clin Epidemiol. 1993;3:289–302.CrossRef Birmingham B, Dyer AR, Shekelle RB, Stamler J. Subscapular and triceps skinfold thicknesses, body mass index and cardiovascular risk factors in a cohort of middle-aged employed men. J Clin Epidemiol. 1993;3:289–302.CrossRef
27.
go back to reference Walter S, Tiemeier H. Variable selection: current practice in epidemiological studies. Eur J Epidemiol. 2009;12:733–6.CrossRef Walter S, Tiemeier H. Variable selection: current practice in epidemiological studies. Eur J Epidemiol. 2009;12:733–6.CrossRef
28.
go back to reference Standaard onderwijsindeling 2003. Voorburg/Heerlen: Statistics Netherlands; 2004. Standaard onderwijsindeling 2003. Voorburg/Heerlen: Statistics Netherlands; 2004.
29.
go back to reference Nohr EA, Frydenberg M, Henriksen TB, Olsen J. Does low participation in cohort studies induce bias? Epidemiol. 2006;17:413–8.CrossRef Nohr EA, Frydenberg M, Henriksen TB, Olsen J. Does low participation in cohort studies induce bias? Epidemiol. 2006;17:413–8.CrossRef
30.
go back to reference Jacobsen TN, Nohr EA, Frydenberg M. Selection by socioeconomic factors into the Danish National Birth Cohort. Eur J Epidemiol. 2010;5:349–55.CrossRef Jacobsen TN, Nohr EA, Frydenberg M. Selection by socioeconomic factors into the Danish National Birth Cohort. Eur J Epidemiol. 2010;5:349–55.CrossRef
31.
go back to reference Klebanoff MA, Levine RJ, Morris CD, Hauth JC, Sibai BM, Ben Curet L, et al. Accuracy of self-reported cigarette smoking among pregnant women in the 1990s. Paediatr Perinat Epidemiol. 2001;15:140–3.PubMedCrossRef Klebanoff MA, Levine RJ, Morris CD, Hauth JC, Sibai BM, Ben Curet L, et al. Accuracy of self-reported cigarette smoking among pregnant women in the 1990s. Paediatr Perinat Epidemiol. 2001;15:140–3.PubMedCrossRef
32.
go back to reference Osler M, Lund R, Kriegbaum M, Andersen AM. The influence of birth weight and body mass in early adulthood on early coronary heart disease risk among Danish men born in 1953. Eur J Epidemiol. 2009;1:57–61.CrossRef Osler M, Lund R, Kriegbaum M, Andersen AM. The influence of birth weight and body mass in early adulthood on early coronary heart disease risk among Danish men born in 1953. Eur J Epidemiol. 2009;1:57–61.CrossRef
33.
go back to reference Setia MS, Quesnel-Vallee A, Abrahamowicz M, Tousignant P, Lynch J. Convergence of body mass index of immigrants to the Canadian-born population: evidence from the National Population Health Survey (1994–2006). Eur J Epidemiol. 2009;10:611–23.CrossRef Setia MS, Quesnel-Vallee A, Abrahamowicz M, Tousignant P, Lynch J. Convergence of body mass index of immigrants to the Canadian-born population: evidence from the National Population Health Survey (1994–2006). Eur J Epidemiol. 2009;10:611–23.CrossRef
34.
go back to reference Nguyen QM, Srinivasan SR, Xu JH, Chen W, Berenson GS. Influence of childhood parental history of type 2 diabetes on the pre-diabetic and diabetic status in adulthood: the Bogalusa Heart Study. Eur J Epidemiol. 2009;9:537–9.CrossRef Nguyen QM, Srinivasan SR, Xu JH, Chen W, Berenson GS. Influence of childhood parental history of type 2 diabetes on the pre-diabetic and diabetic status in adulthood: the Bogalusa Heart Study. Eur J Epidemiol. 2009;9:537–9.CrossRef
35.
go back to reference Sabanayagam C, Shankar A, Li J, Pollard C, Ducatman A. Serum gamma-glutamyl transferase level and diabetes mellitus among US adults. Eur J Epidemiol. 2009;7:369–73.CrossRef Sabanayagam C, Shankar A, Li J, Pollard C, Ducatman A. Serum gamma-glutamyl transferase level and diabetes mellitus among US adults. Eur J Epidemiol. 2009;7:369–73.CrossRef
36.
go back to reference Olafsdottir E, Aspelund T, Sigurdsson G, Thorsson B, Benediktsson R, Harris TB, et al. Unfavourable risk factors for type 2 diabetes mellitus are already apparent more than a decade before onset in a population-based study of older persons: from the Age, Gene/Environment Susceptibility-Reykjavik Study (AGES-Reykjavik). Eur J Epidemiol. 2009;6:307–14.CrossRef Olafsdottir E, Aspelund T, Sigurdsson G, Thorsson B, Benediktsson R, Harris TB, et al. Unfavourable risk factors for type 2 diabetes mellitus are already apparent more than a decade before onset in a population-based study of older persons: from the Age, Gene/Environment Susceptibility-Reykjavik Study (AGES-Reykjavik). Eur J Epidemiol. 2009;6:307–14.CrossRef
37.
go back to reference Pires de Sousa AG, Pereira AC, Marquezine GF, Marques do Nascimento-Neto R, Freitas SN, de Nicolato RLC, et al. Derivation and external validation of a simple prediction model for the diagnosis of type 2 diabetes mellitus in the Brazilian urban population. Eur J Epidemiol. 2009;2:101–9.CrossRef Pires de Sousa AG, Pereira AC, Marquezine GF, Marques do Nascimento-Neto R, Freitas SN, de Nicolato RLC, et al. Derivation and external validation of a simple prediction model for the diagnosis of type 2 diabetes mellitus in the Brazilian urban population. Eur J Epidemiol. 2009;2:101–9.CrossRef
38.
go back to reference Corpeleijn E, Bakker SJ, Stolk RP. Obesity and impaired renal function: potential for lifestyle intervention? Eur J Epidemiol. 2009;6:275–80.CrossRef Corpeleijn E, Bakker SJ, Stolk RP. Obesity and impaired renal function: potential for lifestyle intervention? Eur J Epidemiol. 2009;6:275–80.CrossRef
39.
go back to reference Klenk J, Nagel G, Ulmer H, Strasak A, Concin H, Diem G, et al. Body mass index and mortality: results of a cohort of 184, 697 adults in Austria. Eur J Epidemiol. 2009;2:83–91.CrossRef Klenk J, Nagel G, Ulmer H, Strasak A, Concin H, Diem G, et al. Body mass index and mortality: results of a cohort of 184, 697 adults in Austria. Eur J Epidemiol. 2009;2:83–91.CrossRef
40.
go back to reference Khashan AS, Kenny LC. The effects of maternal body mass index on pregnancy outcome. Eur J Epidemiol. 2009;11:697–705.CrossRef Khashan AS, Kenny LC. The effects of maternal body mass index on pregnancy outcome. Eur J Epidemiol. 2009;11:697–705.CrossRef
41.
go back to reference Rzehak P, Sausenthaler S, Koletzko S, Bauer CP, Schaaf B, von Berg A, et al. Period-specific growth, overweight and modification by breastfeeding in the GINI and LISA birth cohorts up to age 6 years. Eur J Epidemiol. 2009;8:449–67.CrossRef Rzehak P, Sausenthaler S, Koletzko S, Bauer CP, Schaaf B, von Berg A, et al. Period-specific growth, overweight and modification by breastfeeding in the GINI and LISA birth cohorts up to age 6 years. Eur J Epidemiol. 2009;8:449–67.CrossRef
42.
go back to reference Pearce MS, Relton CL, Parker L, Unwin NC. Sex differences in the association between infant feeding and blood cholesterol in later life: the Newcastle thousand families cohort study at age 49–51 years. Eur J Epidemiol. 2009;7:375–80.CrossRef Pearce MS, Relton CL, Parker L, Unwin NC. Sex differences in the association between infant feeding and blood cholesterol in later life: the Newcastle thousand families cohort study at age 49–51 years. Eur J Epidemiol. 2009;7:375–80.CrossRef
43.
go back to reference Balk L, Hoekstra T, Twisk J. Relationship between long-term coffee consumption and components of the metabolic syndrome: the Amsterdam Growth and Health Longitudinal Study. Eur J Epidemiol. 2009;4:203–9.CrossRef Balk L, Hoekstra T, Twisk J. Relationship between long-term coffee consumption and components of the metabolic syndrome: the Amsterdam Growth and Health Longitudinal Study. Eur J Epidemiol. 2009;4:203–9.CrossRef
44.
go back to reference Suzuki K, Ando D, Sato M, Tanaka T, Kondo N, Yamagata Z. The association between maternal smoking during pregnancy and childhood obesity persists to the age of 9–10 years. J Epidemiol. 2009;3:136–42.CrossRef Suzuki K, Ando D, Sato M, Tanaka T, Kondo N, Yamagata Z. The association between maternal smoking during pregnancy and childhood obesity persists to the age of 9–10 years. J Epidemiol. 2009;3:136–42.CrossRef
45.
go back to reference Harvey NC, Poole JR, Javaid MK, Dennison EM, Robinson S, Inskip HM. SWS study group. Parental determinants of neonatal body composition. J Clin Endocrinol Metab. 2007;2:523–6. Harvey NC, Poole JR, Javaid MK, Dennison EM, Robinson S, Inskip HM. SWS study group. Parental determinants of neonatal body composition. J Clin Endocrinol Metab. 2007;2:523–6.
46.
go back to reference Psaty BM, Hofman A. Genome-wide association studies and large-scale collaborations in epidemiology. Eur J Epidemiol. 2010;8:525–9.CrossRef Psaty BM, Hofman A. Genome-wide association studies and large-scale collaborations in epidemiology. Eur J Epidemiol. 2010;8:525–9.CrossRef
Metadata
Title
Maternal smoking during pregnancy and subcutaneous fat mass in early childhood. The Generation R Study
Authors
Büşra Durmuş
Lamise Ay
Anita C. S. Hokken-Koelega
Hein Raat
Albert Hofman
Eric A. P. Steegers
Vincent W. V. Jaddoe
Publication date
01-04-2011
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 4/2011
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-010-9544-3

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