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Published in: BMC Public Health 1/2018

Open Access 01-12-2018 | Research article

Cardio-metabolic and socio-environmental correlates of waist-to-height ratio in German primary schoolchildren: a cross-sectional exploration

Authors: Eva Vorwieger, Anne Kelso, Jürgen Michael Steinacker, Dorothea Kesztyüs, on behalf of the URMEL-ICE study group

Published in: BMC Public Health | Issue 1/2018

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Abstract

Background

Controversial messages of childhood obesity emerge: Levelling off in terms of body mass index (BMI) is foiled by increases in abdominal obesity. Waist-to-height ratio (WHtR) may be used as a screening tool for abdominal obesity in children. The aim of this study was to investigate clinical and socio-environmental correlates of abdominal obesity in primary schoolchildren.

Methods

Cross-sectional data from 753 children participating in baseline assessments of the outcome evaluation of a school-based prevention program were analysed. Abdominal obesity was defined as WHtR ≥0.5. According to German age and sex-specific BMI-percentiles, overweight (>90th percentile) and obesity (>97th percentile) were determined. Anthropometric and sonographic measurements, blood pressure and blood samples were taken by clinical staff in a standardized manner. Socio-environmental and lifestyle data were assessed via parental questionnaires. Differences between abdominally obese children and others, and correlations of WHtR with clinical data were tested. Socio-environmental correlates of abdominal obesity were explored in a logistic regression analysis.

Results

At the time of the examination children were 7.57 ± 0.42 years old. Abdominal obesity was observed in 132 (17.5%) children. According to BMI-percentiles, 22.9% of these children were obese, 38.2% overweight, and 38.2% normal weight. Affected children more often used screen media and less often participated in club sports. Abdominal obesity was associated with higher blood pressure, lower HDL- and higher LDL-cholesterol. WHtR significantly correlated with intra-abdominal fat thickness (IAF). The logistic regression model revealed migration background (odds ratio (OR) 2.12, 95% confidence interval (CI) [1.41, 3.19]), smoking during pregnancy (OR 2.30, 95% CI [1.37, 3.86]), parental obesity (OR 1.95, 95% CI [1.22, 3.10]) and higher educational level (OR 0.64, 95% CI [0.42, 0.98]) to be significantly associated with abdominal obesity in children.

Conclusion

WHtR correlates strongly with IAF. Abdominal obesity in primary schoolchildren is associated with cardio-metabolic risk factors and also occurs in otherwise normal weight children. Against the background of rising numbers of abdominal obesity in children, targeted preventive measures are long overdue. The focus of such measures should be used on children with migration background and involve parents, especially those who are obese and those with lower educational levels.
Literature
1.
go back to reference Olds T, Maher C, Zumin S, et al. Evidence that the prevalence of childhood overweight is plateauing: data from nine countries. Int J Pediatr Obes. 2011;6:342–60.CrossRefPubMed Olds T, Maher C, Zumin S, et al. Evidence that the prevalence of childhood overweight is plateauing: data from nine countries. Int J Pediatr Obes. 2011;6:342–60.CrossRefPubMed
3.
go back to reference Garnett SP, Baur L a., Cowell CT. The prevalence of increased central adiposity in Australian school children 1985 to 2007. Obes Rev 2011;12(15):887–896. Garnett SP, Baur L a., Cowell CT. The prevalence of increased central adiposity in Australian school children 1985 to 2007. Obes Rev 2011;12(15):887–896.
4.
go back to reference Griffiths C, Gately P, Marchant PR, Cooke CB. A five year longitudinal study investigating the prevalence of childhood obesity: comparison of BMI and waist circumference. Public Health. 2013;127:1090–6.CrossRefPubMed Griffiths C, Gately P, Marchant PR, Cooke CB. A five year longitudinal study investigating the prevalence of childhood obesity: comparison of BMI and waist circumference. Public Health. 2013;127:1090–6.CrossRefPubMed
5.
go back to reference Javed A, Jumean M, Murad MH, et al. Diagnostic performance of body mass index to identify obesity as defined by body adiposity in children and adolescents: a systematic review and meta-analysis. Pediatr Obes. 2014:1–11. Javed A, Jumean M, Murad MH, et al. Diagnostic performance of body mass index to identify obesity as defined by body adiposity in children and adolescents: a systematic review and meta-analysis. Pediatr Obes. 2014:1–11.
6.
go back to reference Janssen I, Katzmarzyk PT, Ross R. Waist circumference and not body mass index explains obesity- related health risk. Am J Clin Nutr. 2004;79(3):379–84.CrossRefPubMed Janssen I, Katzmarzyk PT, Ross R. Waist circumference and not body mass index explains obesity- related health risk. Am J Clin Nutr. 2004;79(3):379–84.CrossRefPubMed
7.
go back to reference Chrzanowska M, Suder A, Kruszelnicki P. Tracking and risk of abdominal obesity in the adolescence period in children aged 7-15. The cracow longitudinal growth study. Am J Hum Biol. 2012;24(1):62–7.CrossRefPubMed Chrzanowska M, Suder A, Kruszelnicki P. Tracking and risk of abdominal obesity in the adolescence period in children aged 7-15. The cracow longitudinal growth study. Am J Hum Biol. 2012;24(1):62–7.CrossRefPubMed
8.
go back to reference Kesztyüs D, Wirt T, Kobel S, et al. Is central obesity associated with poorer health and health-related quality of life in primary school children? Cross-sectional results from the Baden-Wuerttemberg study and the “Komm mit in das gesunde boot -Grundschule” -research group. BMC Public Health. 2013;13(13) Kesztyüs D, Wirt T, Kobel S, et al. Is central obesity associated with poorer health and health-related quality of life in primary school children? Cross-sectional results from the Baden-Wuerttemberg study and the “Komm mit in das gesunde boot -Grundschule” -research group. BMC Public Health. 2013;13(13)
10.
go back to reference Ballantyne CM, Hoogeveen RC, McNeill AM, Heiss G, Schmidt MI, Duncan BB, Pankow JS. Metabolic syndrome risk for cardiovascular disease and diabetes in the ARIC study. Int J Obes. 2008;32:S21–4.CrossRef Ballantyne CM, Hoogeveen RC, McNeill AM, Heiss G, Schmidt MI, Duncan BB, Pankow JS. Metabolic syndrome risk for cardiovascular disease and diabetes in the ARIC study. Int J Obes. 2008;32:S21–4.CrossRef
11.
go back to reference Doyle SL, Donohoe CL, Lysaght J, Reynolds JV. Visceral adiposity, insulin resistance and cancer risk. Proc Nutr Soc. 2012;3(1):12. Doyle SL, Donohoe CL, Lysaght J, Reynolds JV. Visceral adiposity, insulin resistance and cancer risk. Proc Nutr Soc. 2012;3(1):12.
12.
13.
go back to reference Sahakyan KR, Somers VK, Rodriguez-Escudero JP, et al. Normal-weight central obesity: implications for total and cardiovascular mortality. Ann Intern Med. 2015;163(11):827–35.CrossRefPubMedPubMedCentral Sahakyan KR, Somers VK, Rodriguez-Escudero JP, et al. Normal-weight central obesity: implications for total and cardiovascular mortality. Ann Intern Med. 2015;163(11):827–35.CrossRefPubMedPubMedCentral
16.
go back to reference de la Hunty A, Gibson S, Ashwell M. Does regular breakfast cereal consumption help children and adolescents stay slimmer? A systematic review and meta-analysis. Obes Facts. 2013;6(1):70–85.CrossRefPubMedPubMedCentral de la Hunty A, Gibson S, Ashwell M. Does regular breakfast cereal consumption help children and adolescents stay slimmer? A systematic review and meta-analysis. Obes Facts. 2013;6(1):70–85.CrossRefPubMedPubMedCentral
17.
go back to reference Kesztyüs D, Traub M, Lauer R, Kesztyüs T, Steinacker JM. Correlates of longitudinal changes in the waist-to-height ratio of primary school children: implications for prevention. Prev Med Reports. 2016;3:1–6.CrossRef Kesztyüs D, Traub M, Lauer R, Kesztyüs T, Steinacker JM. Correlates of longitudinal changes in the waist-to-height ratio of primary school children: implications for prevention. Prev Med Reports. 2016;3:1–6.CrossRef
18.
go back to reference Nurul-Fadhilah A, Teo PS, Huybrechts I, Foo LH. Infrequent breakfast consumption is associated with higher body adiposity and abdominal obesity in Malaysian school-aged adolescents. PLoS One. 2013;8(3):1–6.CrossRef Nurul-Fadhilah A, Teo PS, Huybrechts I, Foo LH. Infrequent breakfast consumption is associated with higher body adiposity and abdominal obesity in Malaysian school-aged adolescents. PLoS One. 2013;8(3):1–6.CrossRef
20.
go back to reference Suliga E. Visceral adipose tissue in children and adolescents: a review. Nutr Res Rev. 2009;22(2):137–47.CrossRefPubMed Suliga E. Visceral adipose tissue in children and adolescents: a review. Nutr Res Rev. 2009;22(2):137–47.CrossRefPubMed
21.
go back to reference Syme C, Abrahamowicz M, Mahboubi A, et al. Prenatal exposure to maternal cigarette smoking and accumulation of intra-abdominal fat during adolescence. Obes (Silver Spring). 2010;18(5):1021–5.CrossRef Syme C, Abrahamowicz M, Mahboubi A, et al. Prenatal exposure to maternal cigarette smoking and accumulation of intra-abdominal fat during adolescence. Obes (Silver Spring). 2010;18(5):1021–5.CrossRef
22.
go back to reference Psarra G, Nassis GP, Sidossis LS. Short-term predictors of abdominal obesity in children. Eur J Pub Health. 2006;16(5):520–5.CrossRef Psarra G, Nassis GP, Sidossis LS. Short-term predictors of abdominal obesity in children. Eur J Pub Health. 2006;16(5):520–5.CrossRef
23.
24.
go back to reference Steene-Johannessen J, Kolle E, Reseland JE, Anderssen SA, Andersen LB. Waist circumference is related to low-grade inflammation in youth. Int J Pediatr Obes. 2010;5(4):313–9.CrossRefPubMed Steene-Johannessen J, Kolle E, Reseland JE, Anderssen SA, Andersen LB. Waist circumference is related to low-grade inflammation in youth. Int J Pediatr Obes. 2010;5(4):313–9.CrossRefPubMed
25.
go back to reference Mokha JS, Srinivasan SR, Dasmahapatra P, et al. Utility of waist-to-height ratio in assessing the status of central obesity and related cardiometabolic risk profile among normal weight and overweight/obese children: the Bogalusa heart study. BMC Pediatr. 2010;10(1):73.CrossRefPubMedPubMedCentral Mokha JS, Srinivasan SR, Dasmahapatra P, et al. Utility of waist-to-height ratio in assessing the status of central obesity and related cardiometabolic risk profile among normal weight and overweight/obese children: the Bogalusa heart study. BMC Pediatr. 2010;10(1):73.CrossRefPubMedPubMedCentral
26.
go back to reference Bekkers MBM, Brunekreef B, Koppelman GH, et al. BMI and waist circumference; cross-sectional and prospective associations with blood pressure and cholesterol in 12-year-olds. PLoS One. 2012;7(12) Bekkers MBM, Brunekreef B, Koppelman GH, et al. BMI and waist circumference; cross-sectional and prospective associations with blood pressure and cholesterol in 12-year-olds. PLoS One. 2012;7(12)
27.
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
28.
go back to reference Taylor RW, Williams SM, Grant AM, Taylor BJ, Goulding A. Predictive ability of waist-to-height in relation to adiposity in children is not improved with age and sex-specific values. Obesity (silver spring). Nat Publ Group. 2011;19(5):1062–8. Taylor RW, Williams SM, Grant AM, Taylor BJ, Goulding A. Predictive ability of waist-to-height in relation to adiposity in children is not improved with age and sex-specific values. Obesity (silver spring). Nat Publ Group. 2011;19(5):1062–8.
29.
go back to reference Von Schnurbein J, Klenk J, Galm C, et al. Reference values and early determinants of intra-abdominal fat mass in primary school children. Horm Res Paediatr. 2011;75(6):412–22.CrossRefPubMed Von Schnurbein J, Klenk J, Galm C, et al. Reference values and early determinants of intra-abdominal fat mass in primary school children. Horm Res Paediatr. 2011;75(6):412–22.CrossRefPubMed
30.
go back to reference Kromeyer-Hauschild K, Wabitsch M, Kunze D, et al. Perzentile für den Body-mass- Index für das Kindes- und Jugend- alter unter Heranziehung ver- schiedener deutscher Stichproben [Percentiles of bodymass index in children and adolescents evaluated from different regional German studies]. Monatsschrift Kinderheilkd. 2001;149:807–18.CrossRef Kromeyer-Hauschild K, Wabitsch M, Kunze D, et al. Perzentile für den Body-mass- Index für das Kindes- und Jugend- alter unter Heranziehung ver- schiedener deutscher Stichproben [Percentiles of bodymass index in children and adolescents evaluated from different regional German studies]. Monatsschrift Kinderheilkd. 2001;149:807–18.CrossRef
31.
go back to reference WHO: Physical status: the use and interpretation of anthropometry: report of aWHO Expert Committee. WHO Technical Report Series No. 854. Geneva: World Health Organization; 1995. WHO: Physical status: the use and interpretation of anthropometry: report of aWHO Expert Committee. WHO Technical Report Series No. 854. Geneva: World Health Organization; 1995.
32.
go back to reference Mensink GBM, Kleiser C, Richter A. Lebensmittelverzehr bei Kindern und Jugendlichen in Deutschland: Ergebnisse des kinder- und Jugendgesundheitssurveys (KiGGS) food consumption of children and adolescents in Germany. Results of the German health interview and examination survey for Childr. Bundesgesundheitsblatt - Gesundheitsforsch - Gesundheitsschutz. 2007;50(5–6):609–23.CrossRef Mensink GBM, Kleiser C, Richter A. Lebensmittelverzehr bei Kindern und Jugendlichen in Deutschland: Ergebnisse des kinder- und Jugendgesundheitssurveys (KiGGS) food consumption of children and adolescents in Germany. Results of the German health interview and examination survey for Childr. Bundesgesundheitsblatt - Gesundheitsforsch - Gesundheitsschutz. 2007;50(5–6):609–23.CrossRef
33.
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(2):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(2):201–10.CrossRef
34.
go back to reference Von Kries R, Toschke AM, Koletzko B, Slikker W. Maternal smoking during pregnancy and childhood obesity. Am J Epidemiol. 2002;156(10):954–61.CrossRefPubMed Von Kries R, Toschke AM, Koletzko B, Slikker W. Maternal smoking during pregnancy and childhood obesity. Am J Epidemiol. 2002;156(10):954–61.CrossRefPubMed
35.
go back to reference Vos MB, Welsh J, Drive U. Childhood obesity: update on predisposing factors and prevention strategies. Curr Gastroenterol Rep. 2011;12(4):280–7.CrossRef Vos MB, Welsh J, Drive U. Childhood obesity: update on predisposing factors and prevention strategies. Curr Gastroenterol Rep. 2011;12(4):280–7.CrossRef
36.
37.
go back to reference Rodenburg G, Oenema A, Kremers SPJ, van de Mheen D. Clustering of diet- and activity-related parenting practices: cross-sectional findings of the INPACT study. Int J Behav Nutr Phys Act. 2013;10(1):36.CrossRefPubMedPubMedCentral Rodenburg G, Oenema A, Kremers SPJ, van de Mheen D. Clustering of diet- and activity-related parenting practices: cross-sectional findings of the INPACT study. Int J Behav Nutr Phys Act. 2013;10(1):36.CrossRefPubMedPubMedCentral
38.
go back to reference Sterne J, White I, Carlin J, et al. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. BMJ. 2009;338:b2393.CrossRefPubMedPubMedCentral Sterne J, White I, Carlin J, et al. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. BMJ. 2009;338:b2393.CrossRefPubMedPubMedCentral
39.
go back to reference Kelishadi R, Mirmoghtadaee P, Najafi H, Keikha M. Systematic review on the association of abdominal obesity in children and adolescents with cardio-metabolic risk factors. J Res Med Sci. 2015;20(3):294–307.PubMedPubMedCentral Kelishadi R, Mirmoghtadaee P, Najafi H, Keikha M. Systematic review on the association of abdominal obesity in children and adolescents with cardio-metabolic risk factors. J Res Med Sci. 2015;20(3):294–307.PubMedPubMedCentral
40.
go back to reference Hacihamdioglu B, Okutan V, Yozgat Y, et al. Abdominal obesity is an independent risk factor for increased carotid intima- media thickness in obese children. Turk J Pediatr. 2011;53(1):48–54.PubMed Hacihamdioglu B, Okutan V, Yozgat Y, et al. Abdominal obesity is an independent risk factor for increased carotid intima- media thickness in obese children. Turk J Pediatr. 2011;53(1):48–54.PubMed
41.
go back to reference Park MH, Skow Á, De Matteis S, et al. Adiposity and carotid-intima media thickness in children and adolescents: a systematic review. BMC Pediatr. BMC Pediatr. 2015;15(1):161.CrossRefPubMedPubMedCentral Park MH, Skow Á, De Matteis S, et al. Adiposity and carotid-intima media thickness in children and adolescents: a systematic review. BMC Pediatr. BMC Pediatr. 2015;15(1):161.CrossRefPubMedPubMedCentral
42.
go back to reference Kesztyüs D, Lauer R, Schreiber AC, Kesztyüs T, Kilian R, Steinacker JM. Parents' willingenss to pay for the prevention of childhood overweight and obesity. Health Econ Rev. 2014;4:20.CrossRefPubMedPubMedCentral Kesztyüs D, Lauer R, Schreiber AC, Kesztyüs T, Kilian R, Steinacker JM. Parents' willingenss to pay for the prevention of childhood overweight and obesity. Health Econ Rev. 2014;4:20.CrossRefPubMedPubMedCentral
43.
go back to reference Haftenberger M, Mensink GBM, Herzog B, Kluttig A, Greiser KH, Merz B, et al. Changes in body weight and obesity status in German adults: results of seven population-based prospective studies. Eur J Clin Nutr. 2016;70(3):300–5.CrossRefPubMed Haftenberger M, Mensink GBM, Herzog B, Kluttig A, Greiser KH, Merz B, et al. Changes in body weight and obesity status in German adults: results of seven population-based prospective studies. Eur J Clin Nutr. 2016;70(3):300–5.CrossRefPubMed
44.
go back to reference Brettschneider AK, Schienkiewitz A, Schmidt S, Ellert U, Kurth BM. Updated prevalence rates of overweight and obesity in 4- to 10-year-old children in Germany. Results from the telephone-based KiGGS wave 1 after correction for bias in parental reports. Eur J Pediatr. Eur J Pediatr. 2017;176(4):547–51.CrossRefPubMed Brettschneider AK, Schienkiewitz A, Schmidt S, Ellert U, Kurth BM. Updated prevalence rates of overweight and obesity in 4- to 10-year-old children in Germany. Results from the telephone-based KiGGS wave 1 after correction for bias in parental reports. Eur J Pediatr. Eur J Pediatr. 2017;176(4):547–51.CrossRefPubMed
45.
go back to reference Sardinha LB, Santos DA, Silva AM, Grøntved A, Andersen LB, Ekelund U. A comparison between BMI, waist circumference, and waist-to-height ratio for identifying cardio-metabolic risk in children and adolescents. PLoS One. 2016;11(2) Sardinha LB, Santos DA, Silva AM, Grøntved A, Andersen LB, Ekelund U. A comparison between BMI, waist circumference, and waist-to-height ratio for identifying cardio-metabolic risk in children and adolescents. PLoS One. 2016;11(2)
46.
go back to reference The GBD 2015 Obesity Collaborators. Health effects of overweight and obesity in 195 countries over 25 years. N Engl J Med. 2017;377(1):13–27.CrossRef The GBD 2015 Obesity Collaborators. Health effects of overweight and obesity in 195 countries over 25 years. N Engl J Med. 2017;377(1):13–27.CrossRef
47.
go back to reference Keys A, Fidanza F, Karvonen M, Kimura N, Taylor H. Indicies of relative weight and obesity. J Chronic Dis. 1972;25(6/7):329–43.CrossRefPubMed Keys A, Fidanza F, Karvonen M, Kimura N, Taylor H. Indicies of relative weight and obesity. J Chronic Dis. 1972;25(6/7):329–43.CrossRefPubMed
48.
go back to reference Pischon T, Boeing H, Hoffmann K, et al. General and abdominal adiposity and risk of death in Europe. N Engl J Med. 2008;359:2105–20.CrossRefPubMed Pischon T, Boeing H, Hoffmann K, et al. General and abdominal adiposity and risk of death in Europe. N Engl J Med. 2008;359:2105–20.CrossRefPubMed
49.
go back to reference Després J-P. Obesity and cardiovascular disease: weight loss is not the only target. Can J Cardiol. 2015;31(2):216–22.CrossRefPubMed Després J-P. Obesity and cardiovascular disease: weight loss is not the only target. Can J Cardiol. 2015;31(2):216–22.CrossRefPubMed
Metadata
Title
Cardio-metabolic and socio-environmental correlates of waist-to-height ratio in German primary schoolchildren: a cross-sectional exploration
Authors
Eva Vorwieger
Anne Kelso
Jürgen Michael Steinacker
Dorothea Kesztyüs
on behalf of the URMEL-ICE study group
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2018
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-018-5174-6

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