Quick Search
  Home Journal Information Current Issue Past Issues Services Contact Us  
Percentile curves for fat patterning in German adolescents 
Percentile curves for fat patterning in German adolescents
  Gerda-Maria Haas, Evelyn Liepold, Peter Schwandt
 [Abstract] [Full Text] [PDF]   Pageviews: 17294 Times

Percentile curves for fat patterning in

German adolescents

Gerda-Maria Haas, Evelyn Liepold, Peter Schwandt

Muenchen and Nuernberg, Germany

Author Affiliations: Arteriosklerose-Praeventions-Institut Muenchen and Nuernberg, Germany (Haas GM, Liepold E, Schwandt P)

Corresponding Author: Peter Schwandt, Arteriosklerose-Praeventions-Institut Muenchen and Nuernberg, Germany (Tel: +49 89 7904191; Fax: +49 89 74994941; Email: API.Schwandt.Haas@t-online.de)


Background: Because the body composition of adolescents varies more than that of adults and anthropometric parameters are regularly used for pediatric body fat measurements, we developed age-, gender-, and ethnicity-specific reference values for waist circumference (WC), hip circumference (HC), waist-to-height ratio (WHtR), waist-to-hip ratio (WHR), and skinfold thickness (SFT) in German adolescents.

Methods: A representative sample of 1633 boys and 1391 girls aged 12每18 years participated in this cross-sectional study. Weight, height, body mass index (BMI), WC, HC, WHR, WHtR, and SFT were measured and smoothed; age-, gender-, and ethnicity-specific reference curves were developed using the LMS method.

Results: Females were significantly heavier than males at 12 years. Beyond age 14 males were significantly heavier and taller than females. The SFT sum increased continuously (+20%) in females and was significantly higher (7.4 mm) than in males. At the 90th percentile, SFTtriceps decreased (−12%) in males but increased (+11%) in females; SFTsubscapular increased in both genders. From 12 to 18 years, WHtR and WHR remained constant, whereas WC and HC increased in both genders. WHtR was the best predictor for abdominal obesity in males (area under the curve [AUC] 0.974 ㊣ 0.004) and females (AUC 0.986 ㊣ 0.003), followed by body fat percentage (AUC 0.937 ㊣ 0.008) in males and WHR (AUC 0.935 ㊣ 0.009) in females.

Conclusion: These age- and gender-specific percentile curves for SFT, WC, HC, WHR, and WHtR, derived from a large national sample of German adolescents, may be useful for developing international reference values for waist circumference and other predictors of adult obesity.

Key words:  German adolescents; skinfold thickness; waist circumference; waist-to-height ratio; waist-to-hip ratio

                     World J Pediatr 2011;7(1):16-23


The average abdominal adiposity of youths in Europe, USA, Japan, Africa, India, Korea, Iran, Australia, and China has greatly increased over the past few decades.[1每10] However, although anthropometry is an inexpensive, noninvasive method of assessing the size, shape, and composition of the human body, in a recent study, only 38% of 8464 older adolescents had had a preventive care visit within the past 12 months.[11] Because of ethnic differences in body composition, the International Diabetes Federation (IDF) proposed pragmatic cut-offs for waist circumference of adult Europeans, South Asians, Chinese, and Japanese;[12] however, they have not yet proposed waist circumference cut-offs for children and adolescents.[13] Thus, comprehensive worldwide reference values are needed before the establishment of an internationally accepted age-, gender-, and ethnicity-specific definition of abdominal adiposity in youths, such as body mass index (BMI), established by the International Obesity Task Force (IOTF),[14] and blood pressure, established by the Working Group on High Blood Pressure in Children and Adolescents.[15] Because of the lack of reference values for German adolescents, we developed percentile curves for waist circumference (WC), hip circumference (HC), waist-to-height ratio (WHtR), waist-to-hip ratio (WHR), and skinfold thickness (SFT) in a representative sample of German adolescents.


Study population

The Prevention Education Program (PEP) Family Heart Study is a prospective, community-based family study of cardiovascular disease risk factors and lifestyle behavior in children and parents, which has been conducted since 1995 in the city of Nuremberg, Germany.[16,17] Our analysis of 3024 (1633 males) adolescents (12-18 years old) was based on yearly cross-sectional surveys in the period of 2000-2007. PEP was approved by the ethical committee of the medical faculty of the Ludwig Maximilian University of Munich, the Bavarian Ministry of Science and Education, and local school authorities. Written informed consent, together with oral consent from children and adolescents, was obtained from all of the parents. The participants refused to undergo pubertal stage assessment. Exclusion criteria were non-European German ethnicity, incomplete datasets, apparent cardiovascular, metabolic, endocrine, or malignant diseases, and taking any medication.


All of the measurements were performed by continuously trained research assistants in accordance with the PEP study manual. Weight and height were measured in duplicate and averaged to the nearest 0.1 cm and 0.1 kg, respectively, without shoes and in light clothing (SECA electronic scale, Germany; Stadiometer, Holtain, UK). BMI was calculated as weight divided by height squared (kg/m²).

WC was measured at the end of breath expiration to the nearest 0.1 cm, in accordance with the WHO recommendations,[18] with a flexible inextensible tape (Siber Hegner, Switzerland) placed directly on the skin horizontal to the floor at the midpoint between the lowest rib and the iliac crest and hip over the major trochanters. Participants were standing erect with abdomen relaxed, and were balanced on both feet with the feet touching each other and both arms hanging freely; special attention was paid to ensuring that the tape lay perpendicular to the long axis of the body and parallel to the floor. Two measurements were obtained, and the mean value was used in the calculation of WHtR and WHR.

SFT was measured on the left side of the body in accordance with the WHO standards, with a Holtain skinfold caliper (GPM, Switzerland) to the nearest 0.1 mm. Measurements of SFTs were obtained for biceps (directly above the center of the cubital fossa, at the same level as the triceps skinfold), triceps (on the posterior aspect of the left arm over the triceps muscle, midway between the lateral projection of the acromion process of the scapular and the inferior margin of the olecranon process of the ulna), and subscapular (1 cm below the lowest angle of the scapula and long axis of the skinfold at a 45∼ angle directed down and to the left side).[19] For SFT measurements, the interobserver coefficient of variation (CV) was 5.4%, and the intra-observer CV was 2.0%. All of the SFT measurements were performed in triplicate, and mean values were used for analysis. Percentage body fat (%BF) was calculated by the formula described by Slaughter.[20]

Statistical analysis

All of the statistical analyses were performed with PASW 17.0 version for Windows (SPSS, Illinois, USA) according to a predefined analysis plan and program. Continuous variables were presented as mean ㊣ standard deviation (SD). All of the tests were 2-sided, and P values of <0.05 were considered to be statistically significant. Nonparametric receiver operating characteristic (ROC) analysis was used. Smoothed age- and gender-specific curves were constructed using the software package LMS Chart Maker Pro, version 2.3.


Age-dependent anthropometric data of the 3024 adolescents (mean age 14.3 ㊣ 1.9 years) who participated in the study are shown in Table 1. Females were significantly taller and heavier than males aged 12 years, whereas from 14 to 18 years of age, boys were significantly taller and heavier than girls. Female adolescents reached their maximal weight and height at age 17 years, 1 year earlier than males. For girls, the SFT sum continuously increased (+20%) until 17 years of age, while for boys, it decreased (-9%) until 15 years of age (Table 2). The SFT sum was significantly higher (7.4 mm) in females than in males. Between 12 and 18 years of age, the %BF increased by 3.7% in females without substantial changes in the ratio of SFTsubscapular to SFTtriceps. In contrast, in males, the %BF increased by only 0.5%, but the ratio of SFTsubscapular to SFTtriceps as a measure of trunk fat was significantly higher.

Age- and gender-specific percentile values at the third, tenth, 25th, 50th, 75th, 90th, and 97th percentiles are presented in Tables 3, 4 and in Fig. 1. At the 90th percentile, SFTtriceps decreased by −12% (2.1 mm) and SFTsubscapular increased by +5% (0.6 mm) in males. In females, both SFTs increased: SFTtriceps by 11% (2.1 mm) and SFTsubscapular by 16% (2.4 mm). In both genders, WHtR and WHR remained constant from 12 to 18 years of age. The increase in the WC of males was nearly twice that of females (11.4 cm and 6.0 cm, respectively). HC increased by 16% in males and by 11% in females, resulting in percentile curves with comparable slopes.

The receiver operating curves [ROC] (Fig. 2) demonstrate that WHtR was the best predictor for abdominal obesity in both boys (area under the curve [AUC] 0.974 ㊣ 0.004) and girls (AUC 0.986 ㊣ 0.003). In boys, this was followed by %BF (AUC 0.937 ㊣ 0.008), SFTsubscapular (AUC 0.936 ㊣ 0.008), and the sum of the SFTs (AUC 0.934 ㊣ 0.008). In girls, after WHtR, the best predictors for abdominal obesity were WHR (AUC 0.935 ㊣ 0.009), the sum of the SFTs (AUC 0.903 ㊣ 0.013), and %BF (AUC 0.891 ㊣ 0.013).


Our study presents age- and gender-specific percentile curves for WC, WHR, HC, WHtR, biceps, triceps, subscapular, and the sum of SFTs of a representative sample of 3024 German adolescents aged 12-18 years. As described previously for children 3-11 years of age,[21] WC increased with age at all percentiles. The increase of WC and HC was continuous in boys, and leveled off in girls at the age of 17.

Because there are considerable differences in the four commonly used anatomical sites for WC measurements,[4,22] it is difficult to make international comparisons of WC, and to assess the prevalence of metabolic syndrome. For example, the prevalence of metabolic syndrome as predicted by WC measurements differed by 3% among the measurement sites in men between the umbilicus and minimal waist, whereas in women, the prevalence ranged from 15.1% (umbilicus) to 14.4% (iliac crest), 14.1% (midpoint between iliac crest and the lowest rib), and 13.1% (minimal waist).[23] Considering the predictive role of WC in the IDF criteria for metabolic syndrome, and the differences in mean WC among different ethnicities,[12] international standardization of the protocol for measurement of WC is warranted. From 12 to 18 years of age, at the 90th percentile, WC increased in German adolescents from 80.4 to 91.8 cm in boys and from 79.4 to 85.4 cm in girls, and in Hong Kong Chinese from 74.0 to 81.6 cm in boys and from 68.4 to 72.6 cm in girls. The WHtR of Hong Kong Chinese adolescents was slightly higher in both boys (0.50 vs. 0.47) and girls (0.51 vs. 0.45) compared to German adolescents.[24] Because measurements were performed at the same site, during comparable periods (2000-2007 and 2005-2006, respectively, for German and Hong Kong Chinese adolescents) and in an urban area, these differences could be due to ethnic differences. In the period of 2003-2004, children and adolescents, 85% of whom lived in urban areas, had their WC measured at the same site.[25] As described previously for children, the percentile curves were steeper and higher in Iranians than in Germans.[26] Interestingly, the four-times-higher prevalence of metabolic syndrome according to the IDF criteria in Iranian adolescents was due mainly to the higher prevalence of dyslipoproteinemia in this population; however, it was also based on a two-times-higher prevalence of high WC.[27] White US adolescents aged 12-18 years had slightly lower WC values than German adolescents (males: 71.3 to 80.4 cm vs. 80.4 to 91.8 cm; females: 68.0 to 71.2 cm vs. 79.4 to 85.4 cm in US and German adolescents, respectively).[28] These differences could be due to the period of data collection (1992-1994), because ethnicity and measurement sites were similar.

In adolescents, BMI and SFT are significantly correlated with dual emission X-ray absorptiometry (DXA) measurements of body fat.[29] Compared to BMI, measurement of SFTtriceps yielded better results for obesity screening in Portuguese boys and girls aged 10-15 years; there was a decrease of 2.9 mm in males and an increase of 3.0 mm in females.[30] Our 12-18-year-old male adolescents had a 2.1 mm decrease in SFTtriceps overall, and a 2.1 mm increase at the 90th percentile. Furthermore, both in our study and the Portuguese study, SF triceps was a sensitive tool for detection of obesity using ROC curves with an AUC of 0.903 ㊣ 0.010 (95%CI 0.883每0.924) in German male adolescents and an AUC of 0.868 ㊣ 0.015 (95%CI 0.839每0.898) in German female adolescents aged 12每18 years. In 12-15 year old Portuguese males, the AUC ranged from 0.94 ㊣ 0.045 (95%CI 0.84每0.98) to 0.86 ㊣ 0.087 (95%CI 0.74每0.93), and in females from 0.94 ㊣ 0.034 (95%CI 0.85每0.98) to 0.95 ㊣ 0.036 (95%CI 0.84每0.99).[30] However, in German adolescents, abdominal obesity was better detected by WHtR in males (0.974 ㊣ 0.004) and females (0.986 ㊣ 0.003), as well as by four other parameters (Fig. 3). In 6-12 year old children, a previous study found that %BF calculations based on four SFT measurements was 40%每50% more sensitive than the IOTF definition of obesity.[31] We conclude that SFT measurements of adolescents should be used as the preferred screening tool because SFT predicts adult body fatness better than adolescent BMI does.[32]

The strengths of our study include the fact that similar studies have not been previously performed in German adolescents, and that we had a large sample population that was followed up over a long period of time in accordance with a consistently reproducible study procedure. A limitation of our study was its cross-sectional design and the missing informed consent for assessment at the pubertal stage. Furthermore, we do not describe the nutritional habits, physical activity, and other lifestyle choices of the study population. In addition, in general, comparisons of anthropometric data are complicated by different anatomic sites of measurement, different methods of establishing percentile curves, different periods of data collection, and overlapping age groups and populations (e.g., urban vs. rural).

In conclusion, this study adds to previous reports of percentile curves in children for fat patterning[21] by providing information about age- and gender-specific percentile curves of WC and HC, WHR and WHtR, and SFTs in adolescents. Our data may prove to be useful for establishing a multiethnic international definition of abdominal obesity in adolescents to be used for early detection and continuous global intervention. These fat patterning measurements are inexpensive and reproducible clinical screening methods without any adverse effects and are highly sensitive tools for detecting abdominal adiposity, especially WC and WHtR.


We thank the staff and participants of the PEP Family Heart Study for their important contributions.

Funding: Foundation for the Prevention of Atherosclerosis, Nuernberg; Ludwig-Maximilians-University, Muenchen; Bavarian Ministry of Health, Muenchen; City of Nuernberg, Germany.

Ethical approval: The study was approved by the Ethics Committee of the Medical Faculty of the Ludwigs-Maximilians-University Muenchen; the Bavarian Ministry of Education and Science, and the school authorities in Nuernberg.

Competing interest: None.

Contributors: Haas GM contributed to study design, supervision, and data analysis, Liepold E contributed to data collection and Schwandt P contributed to study design, manuscript writing and was the guarantor.


1   McCarthy HD, Jarrett KV, Emmett PM, Rogers I. Trends in waist circumferences in young British children: a comparative study. Int J Obes (Lond) 2005;29:157-162.

2   Moreno LA, Fleta J, Sarr赤a A, Rodr赤guez G, Gil C, Bueno M. Secular changes in body fat patterning in children and adolescents of Zaragoza (Spain), 1980-1995. Int J Obes Relat Metab Disord 2001;25:1656-1660.

3   Li C, Ford ES, Mokdad AH, Cook S. Recent trends in waist circumference and waist-to-height ratio among US children and adolescents. Pediatrics 2006;118:e1390-1398.

4   Inokuchi M, Matsuo N, Anzo M, Takayama JI, Hasegawa T. Age-dependent percentile for waist circumference for Japanese children based on the 1992-1994 cross-sectional national survey data. Eur J Pediatr 2007;166:655-661.

5   Belahsen R, Mohamed R, Mohamed M, Mohamed E. Obesity in North Africa. The 5th Asia Oceania Conference on Obesity. Int J Diab Dev Ctries 2008;28 Suppl 1:1. (http://www.ijddc.com)

6   Pandey S, Bhaskaran A, Stringi M, Vaidya R. Childhood and adolescents obesity in affluent school children from Western suburb of Mumbai. The 5th Asia Oceania Conference Obesity. Int J Diab Dev Ctries 2008;28 Suppl 1:S7. (http://.ijddc.com)

7   Kim DM, Ahn CW, Nam SY. Prevalence of obesity in Korea. Obes Rev 2005;6:117-121.

8   Kelishadi R. Childhood overweight, obesity, and the metabolic syndrome in developing countries. Epidemiol Rev 2007;29:62-76.

9   Eisenmann JC. Waist circumference percentiles for 7- to 15-year-old Australian children. Acta Paediatr 2005;94:1182-1185.

10 Ji CY; Working Group on Obesity in China (WGOC). Report on childhood obesity in China (4) prevalence and trends of overweight and obesity in Chinese urban school-age children and adolescents, 1985-2000. Biomed Environ Sci 2007;20:1-10.

11 Irwin CE, Adams SH, Park J, Newacheck PW. Preventive care for adolescents: few get visits and fewer get services. Pediatrics 2009;123:e565-e572.

12 Alberti KG, Zimmet P, Shaw J; IDF Epidemiology Task Force Consensus Group. The metabolic syndrome求a new worldwide definition. Lancet 2005;366:1059-1062.

13 Zimmet P, Alberti G, Kaufman F, Tajima N, Silink M, Arslanian S, et al. The metabolic syndrome in children and adolescents. Lancet 2007;369:2059-2061.

14 Cole TJ, Bellizzi, Flegal KM, Dietz WH. Establishing a standard definition for child overweight and obesity worldwide: international survey. BMJ 2000:320:1240-1243.

15 National High Blood Pressure Education Program Working Group on High Blood Pressure in Children and Adolescents. The fourth report on the diagnosis, evaluation, and treatment of high blood pressure in children and adolescents. Pediatrics 2004;114:555-576.

16 Schwandt P, Geiss HC, Ritter MM, Ublacker C, Parhofer KG, Otto C, et al. The prevention education program (PEP). A prospective study of the efficacy of family-oriented life style modification in the reduction of cardiovascular risk and disease: design and baseline data. J Clin Epidemiol 1999;52:791-800.

17 Schwandt P, Bischoff-Ferrari HA, Staehelin HB, Haas GM. Cardiovascular risk screening in school children predicts risk in parents. Atherosclerosis 2009;205:626-631.

18 World Health Organization. Physical status: the use and interpretation of anthropometry. Technical Report Series 854. Geneva: 1995.

19 Geiss HC, Parhofer KG, Schwandt P. Parameters of childhood obesity and their relationship to cardiovascular risk factors in healthy prepubescent children. Int J Obes Relat Metab Disord 2001;25:830-837.

20 Slaughter MH, Lohman TG, Boileau RA, Horswill CA, Stillman RJ, Van Loan MD, et al. Skinfold equations for estimation of body fatness in children and youth. Hum Biol 1988;60:709-723.

21 Schwandt P, Kelishadi R, Haas GM. First reference curves of waist: circumference for German children: The PEP Family Heart Study. World J Pediatr 2008;4:259-266.

22 Wang J, Thornton, Bari S, Williamson B, Gallagher D, Heymsfield SB, et al. Comparisons of waist circumferences measured at 4 sites. Am J Clin Nutr 2003;77:379-384.

23 Mason C, Katzmarzyk PT. Effect of the site of measurement of waist circumference on the prevalence of the metabolic syndrome. Am J Cardiol 2009;103:1716-1720.

24 Sung RY, So HK, Choi KC, Nelson EAS, Li AM, Yin JA, et al. Waist circumference and waist-to-height ratio of Hong Kong Chinese children. BMC Public Health 2008;8:324.

25 Kelishadi R, Gouya MM, Ardalan G, Hosseini M, Motaghian M, Delavari A, et al. First reference curves of waist and hip circumferences in an Asian population of youths: CASPIAN study. J Trop Pediatr 2007;53:158-164.

26 Kelishadi R, Schwandt P, Haas GM, Hosseini M, Mirmoghtadaee P. Reference curves of anthropometric indices and serum lipid profiles in representative samples of Asian and European children. Arch Med Sci 2008;4:329-335.

27 Schwandt P, Kelishadi R, Haas GM. Ethnic disparities of the metabolic syndrome in population-based samples of German and Iranian adolescents. Metab Syndr Relat Disord 2010;8:95-98.

28 Katzmarzyk PT, Srinivasas SR, Chen W, Malina RM, Bouchard C, Berenson GS. Body mass index, waist circumference and clustering of cardiovascular disease risk factors in a Biracial sample of children and adolescents. Pediatrics 2004; 114:e198-e205.

29 Steinberger J, Jacobs Jr DR, Raatz S, Moran A, Hong CP, Sinaiko AR. Comparison of body fatness measurements by BMI and skinfolds vs dual energy x-ray absorptiometry and their relation to cardiovascular risk factors in adolescents. Intern J Obesity 2005;29:1346-1352.

30 Sardinha LB, Going SB, Teixeira PJ, Lohman T. Receiver operating characteristic analysis of body mass index, triceps skinfold thickness, and arm girth for obesity screening in children and adolescents. Am J Clin Nutr 1999;70:1090-1095.

31 Zimmermann MB, G邦beli C, P邦ntener C, Molinari L. Detection of overweight and obesity in a national sample of 6-12-y-old Swiss children: accuracy and validity of reference value for body mass index from US Centers for Disease Control and Prevention and the International Obesity Task Force. Am J Clin Nutr 2004;79:838-843.

32 Nooyens AC, Koppes LL, Visscher TL, Twisk JW, Kemper HC, Schuit AJ, et al. Adolescent skinfold thickness is a better predictor of high body fatness in adults than is body mass index: the Amsterdam Growth and Health Longitudinal Study. Am J Clin Nutr 2007;85:1533-1539.

Received October 7, 2009 Accepted after revision March 24, 2010



  [Articles Comment]

  title Author The End Revert Time Revert / Count

  Comment Title: 


World Journal of Pediatric Surgery

roger vivier bags 美女 美女

Home  |  Journal Information  |  Current Issue  |  Past Issues  |  Journal Information  |  Contact Us
Children's Hospital, Zhejiang University School of Medicine, China
Copyright 2007  www.wjpch.com  All Rights Reserved Designed by eb