Skip to main content
Top
Published in: BMC Public Health 1/2017

Open Access 01-12-2017 | Research article

Waist-to-height ratio is a useful index for nonalcoholic fatty liver disease in children and adolescents: a secondary data analysis

Authors: Ming-Shyan Lin, Tsai-Hui Lin, Su-Er Guo, Ming-Horng Tsai, Ming-Shin Chiang, Tung-Jung Huang, Mei-Yen Chen

Published in: BMC Public Health | Issue 1/2017

Login to get access

Abstract

Background

Nonalcoholic fatty liver disease (NAFLD) is a global problem and pediatric obesity has risen dramatically. Early NAFLD might progress to nonalcoholic steatohepatitis (NASH) or liver cirrhosis and significantly increase liver disease-related mortality. We looked for NAFLD predictors in children and adolescents.

Methods

This community-based, cross-sectional study ran from December 2012 to September 2013 in southwestern Taiwan. Children <10 and >19 years old, with detected hepatic diseases, or who drank alcohol were excluded. The diagnosis of NAFLD was based on ultrasound: age, sex, anthropometric measurements, and laboratory data were evaluated for associated risks by using logistic regression analysis. Receiver operating characteristic (ROC) curves were used to determine cutoff values.

Results

We enrolled one thousand, two hundred and ten children (594 males; 616 females; mean age: 15.5 ± 2.8 years). Age, anthropometric measurements, and laboratory data were significantly higher in children with NAFLD. The association between NAFLD and the waist-to-height ratio (WHtR) was significant (adjusted odds ratio: 2.6; 95% confidence interval: 1.909-3.549; P < 0.001). It indicated highly suspicion of NAFLD (sensitivity: 70.1%; specificity 76.9%) when the WHtR for children and adolescents is above the cutoff value of 0.469.

Conclusions

The WHtR might be a powerful index of the severity of pediatric NAFLD.
Literature
1.
go back to reference Nobili V, Bedogni G, Berni Canani R, et al. The potential role of fatty liver in paediatric metabolic syndrome: a distinct phenotype with high metabolic risk? Pediatr Obes. 2012;7(6):e75–80.CrossRefPubMed Nobili V, Bedogni G, Berni Canani R, et al. The potential role of fatty liver in paediatric metabolic syndrome: a distinct phenotype with high metabolic risk? Pediatr Obes. 2012;7(6):e75–80.CrossRefPubMed
2.
go back to reference Manco M, Marcellini M, Devito R, et al. Metabolic syndrome and liver histology in paediatric non-alcoholic steatohepatitis. Int J Obes. 2008;32:381–7.CrossRef Manco M, Marcellini M, Devito R, et al. Metabolic syndrome and liver histology in paediatric non-alcoholic steatohepatitis. Int J Obes. 2008;32:381–7.CrossRef
3.
go back to reference Kim JA, Park HS. Association of abdominal fat distribution and cardiometabolic risk factors among obese Korean adolescents. Diabetes Metab. 2008;34(2):126–30.CrossRefPubMed Kim JA, Park HS. Association of abdominal fat distribution and cardiometabolic risk factors among obese Korean adolescents. Diabetes Metab. 2008;34(2):126–30.CrossRefPubMed
4.
go back to reference Anderson EL, Howe LD, Jones HE, et al. The prevalence of non-alcoholic fatty liver disease in children and adolescents: a systematic review and meta-analysis. PLoS One. 2015;10(10):e0140908.CrossRefPubMedPubMedCentral Anderson EL, Howe LD, Jones HE, et al. The prevalence of non-alcoholic fatty liver disease in children and adolescents: a systematic review and meta-analysis. PLoS One. 2015;10(10):e0140908.CrossRefPubMedPubMedCentral
5.
go back to reference Schwimmer JB, Deutsch R, Kahen T, Lavine JE, Stanley C, Behling C. Prevalence of fatty liver in children and adolescents. Pediatrics. 2006;118(4):1388–93.CrossRefPubMed Schwimmer JB, Deutsch R, Kahen T, Lavine JE, Stanley C, Behling C. Prevalence of fatty liver in children and adolescents. Pediatrics. 2006;118(4):1388–93.CrossRefPubMed
6.
go back to reference Huang SC, Yang YJ. Serum retinol-binding protein 4 is independently associated with pediatric NAFLD and fasting triglyceride level. J Pediatr Gastroenterol Nutr. 2013;56:145–50.CrossRefPubMed Huang SC, Yang YJ. Serum retinol-binding protein 4 is independently associated with pediatric NAFLD and fasting triglyceride level. J Pediatr Gastroenterol Nutr. 2013;56:145–50.CrossRefPubMed
7.
go back to reference Zhang HX, Xu XQ, Fu JF, et al. Predicting hepatic steatosis and liver fat content in obese children based on biochemical parameters and anthropometry. Pediatr Obes. 2015;10(2):112–7.CrossRefPubMed Zhang HX, Xu XQ, Fu JF, et al. Predicting hepatic steatosis and liver fat content in obese children based on biochemical parameters and anthropometry. Pediatr Obes. 2015;10(2):112–7.CrossRefPubMed
8.
go back to reference Al-Attas OS, Al-Daghri NM, Alokail MS, et al. Association of body mass index, sagittal abdominal diameter and waist-hip ratio with cardiometabolic risk factors and adipocytokines in Arab children and adolescents. BMC Pediatr. 2012;12:119.CrossRefPubMedPubMedCentral Al-Attas OS, Al-Daghri NM, Alokail MS, et al. Association of body mass index, sagittal abdominal diameter and waist-hip ratio with cardiometabolic risk factors and adipocytokines in Arab children and adolescents. BMC Pediatr. 2012;12:119.CrossRefPubMedPubMedCentral
9.
go back to reference Brambilla P, Bedogni G, Moreno LA, et al. Crossvalidation of anthropometry against magnetic resonance imaging for the assessment of visceral and subcutaneous adipose tissue in children. Int J Obes. 2006;30(1):23–30.CrossRef Brambilla P, Bedogni G, Moreno LA, et al. Crossvalidation of anthropometry against magnetic resonance imaging for the assessment of visceral and subcutaneous adipose tissue in children. Int J Obes. 2006;30(1):23–30.CrossRef
10.
go back to reference Lee CM, Huxley RR, Wildman RP, et al. Indices of abdominal obesity are better discriminators of cardiovascular risk factors than BMI: a meta-analysis. Clin Epidemiol. 2008;61(7):646–53.CrossRef Lee CM, Huxley RR, Wildman RP, et al. Indices of abdominal obesity are better discriminators of cardiovascular risk factors than BMI: a meta-analysis. Clin Epidemiol. 2008;61(7):646–53.CrossRef
11.
go back to reference Nambiar S, Hughes I, Davies PS. Developing waist-to-height ratio cut-offs to define overweight and obesity in children and adolescents. Public Health Nutr. 2010;13(10):1566–74.CrossRefPubMed Nambiar S, Hughes I, Davies PS. Developing waist-to-height ratio cut-offs to define overweight and obesity in children and adolescents. Public Health Nutr. 2010;13(10):1566–74.CrossRefPubMed
12.
go back to reference Weili Y, He B, Yao H, et al. Waist-to-height ratio is an accurate and easier index for evaluating obesity in children and adolescents. Obesity. 2007;15(3):748–52.CrossRefPubMed Weili Y, He B, Yao H, et al. Waist-to-height ratio is an accurate and easier index for evaluating obesity in children and adolescents. Obesity. 2007;15(3):748–52.CrossRefPubMed
13.
go back to reference Lee KK, Park HS, Yum KS. Cut-off values of visceral fat area and waist-to-height ratio: diagnostic criteria for obesity-related disorders in Korean children and adolescents. Yonsei Med J. 2012;53(1):99–105.CrossRefPubMed Lee KK, Park HS, Yum KS. Cut-off values of visceral fat area and waist-to-height ratio: diagnostic criteria for obesity-related disorders in Korean children and adolescents. Yonsei Med J. 2012;53(1):99–105.CrossRefPubMed
15.
go back to reference Chen W, Chang MH. New growth charts for Taiwanese children and adolescents based on World Health Organization standards and health-related physical fitness. Pediatr Neonatol. 2010;51(2):69–79.CrossRefPubMed Chen W, Chang MH. New growth charts for Taiwanese children and adolescents based on World Health Organization standards and health-related physical fitness. Pediatr Neonatol. 2010;51(2):69–79.CrossRefPubMed
16.
go back to reference Zimmet P, Alberti KG, Kaufman F, et al. The metabolic syndrome in children and adolescents-an IDF consensus report. Pediatr Diabetes. 2007;8(5):299–306.CrossRefPubMed Zimmet P, Alberti KG, Kaufman F, et al. The metabolic syndrome in children and adolescents-an IDF consensus report. Pediatr Diabetes. 2007;8(5):299–306.CrossRefPubMed
17.
go back to reference Fishbein MH, Mogren C, Gleason T, et al. Relationship of hepatic steatosis to adipose tissue distribution in pediatric nonalcoholic fatty liver disease. J Pediatr Gastroenterol Nutr. 2006;42(1):83–8.PubMed Fishbein MH, Mogren C, Gleason T, et al. Relationship of hepatic steatosis to adipose tissue distribution in pediatric nonalcoholic fatty liver disease. J Pediatr Gastroenterol Nutr. 2006;42(1):83–8.PubMed
18.
go back to reference Freedman DS, Kahn HS, Mei Z, et al. Relation of body mass index and waist-to-height ratio to cardiovascular disease risk factors in children and adolescents: the Bogalusa heart study. Am J Clin Nutr. 2007;86(1):33–40.PubMed Freedman DS, Kahn HS, Mei Z, et al. Relation of body mass index and waist-to-height ratio to cardiovascular disease risk factors in children and adolescents: the Bogalusa heart study. Am J Clin Nutr. 2007;86(1):33–40.PubMed
19.
go back to reference Boyraz M, Hatipoğlu N, Sarı E, et al. Non-alcoholic fatty liver disease in obese children and the relationship between metabolic syndrome criteria. Obes Res Clin Pract. 2014;8(4):e356–63.CrossRefPubMed Boyraz M, Hatipoğlu N, Sarı E, et al. Non-alcoholic fatty liver disease in obese children and the relationship between metabolic syndrome criteria. Obes Res Clin Pract. 2014;8(4):e356–63.CrossRefPubMed
20.
go back to reference Schwimmer JB, Pardee PE, Lavine JE, et al. Cardiovascular risk factors and the metabolic syndrome in pediatric nonalcoholic fatty liver disease. Circulation. 2008;118(3):277–83.CrossRefPubMedPubMedCentral Schwimmer JB, Pardee PE, Lavine JE, et al. Cardiovascular risk factors and the metabolic syndrome in pediatric nonalcoholic fatty liver disease. Circulation. 2008;118(3):277–83.CrossRefPubMedPubMedCentral
21.
go back to reference McCarthy HD, Ashwell M. A study of central fatness using waist-to-height ratios in UK children and adolescents over two decades supports the simple message- ‘keep your waist circumference to less than half your height’. Int J Obes. 2006;30:988–92.CrossRef McCarthy HD, Ashwell M. A study of central fatness using waist-to-height ratios in UK children and adolescents over two decades supports the simple message- ‘keep your waist circumference to less than half your height’. Int J Obes. 2006;30:988–92.CrossRef
22.
go back to reference de Pádua Cintra I, Zanetti Passos MA, Dos Santos LC, et al. Waist-to-height ratio percentiles and cutoffs for obesity: a cross-sectional study in Brazilian adolescents. J Health Popul Nutr 2014; 32(3): 411-419. de Pádua Cintra I, Zanetti Passos MA, Dos Santos LC, et al. Waist-to-height ratio percentiles and cutoffs for obesity: a cross-sectional study in Brazilian adolescents. J Health Popul Nutr 2014; 32(3): 411-419.
23.
go back to reference Tuan NT, Wang Y. Adiposity assessments: agreement between dual-energy X-ray absorptiometry and anthropometric measures in US children. Obesity. 2014;22:1495–504.CrossRefPubMedPubMedCentral Tuan NT, Wang Y. Adiposity assessments: agreement between dual-energy X-ray absorptiometry and anthropometric measures in US children. Obesity. 2014;22:1495–504.CrossRefPubMedPubMedCentral
24.
go back to reference Feldstein AE, Charatcharoenwitthaya P, Treeprasertsuk S, et al. The natural history of non-alcoholic fatty liver disease in children: a follow-up study for up to 20 years. Gut. 2009;58(11):1538–44.CrossRefPubMedPubMedCentral Feldstein AE, Charatcharoenwitthaya P, Treeprasertsuk S, et al. The natural history of non-alcoholic fatty liver disease in children: a follow-up study for up to 20 years. Gut. 2009;58(11):1538–44.CrossRefPubMedPubMedCentral
25.
go back to reference Lawlor DA, Benfield L, Logue J, et al. Association between general and central adiposity in childhood, and change in these, with cardiovascular risk factors in adolescence: prospective cohort study. BMJ. 2010;341:c6224.CrossRefPubMedPubMedCentral Lawlor DA, Benfield L, Logue J, et al. Association between general and central adiposity in childhood, and change in these, with cardiovascular risk factors in adolescence: prospective cohort study. BMJ. 2010;341:c6224.CrossRefPubMedPubMedCentral
26.
go back to reference Ochiai H, Shirasawa T, Nishimura R, et al. Waist-to-height ratio is more closely associated with alanine aminotransferase levels than body mass index and waist circumference among population-based children: a cross-sectional study in Japan. BMC Pediatr. 2015;15:59.CrossRefPubMedPubMedCentral Ochiai H, Shirasawa T, Nishimura R, et al. Waist-to-height ratio is more closely associated with alanine aminotransferase levels than body mass index and waist circumference among population-based children: a cross-sectional study in Japan. BMC Pediatr. 2015;15:59.CrossRefPubMedPubMedCentral
27.
go back to reference Graves L, Garnett SP, Cowell CT, et al. Waist-to-height ratio and cardiometabolic risk factors in adolescence: findings from a prospective birth cohort. Pediatr Obes. 2014;9(5):327–38.CrossRefPubMed Graves L, Garnett SP, Cowell CT, et al. Waist-to-height ratio and cardiometabolic risk factors in adolescence: findings from a prospective birth cohort. Pediatr Obes. 2014;9(5):327–38.CrossRefPubMed
28.
go back to reference Kromeyer-Hauschild K, Neuhauser H, Schaffrath Rosario A, et al. Abdominal obesity in German adolescents defined by waist-to-height ratio and its association to elevated blood pressure: the KiGGS study. Obes Facts. 2013;6(2):165–75.CrossRefPubMed Kromeyer-Hauschild K, Neuhauser H, Schaffrath Rosario A, et al. Abdominal obesity in German adolescents defined by waist-to-height ratio and its association to elevated blood pressure: the KiGGS study. Obes Facts. 2013;6(2):165–75.CrossRefPubMed
29.
go back to reference Browning LM, Hsieh SD, Ashwell M. A systematic review of waist-to-height ratio as a screening tool for the prediction of cardiovascular disease and diabetes: 0.5 could be a suitable global boundary value. Nutr Res Rev. 2010;23(2):247–69.CrossRefPubMed Browning LM, Hsieh SD, Ashwell M. A systematic review of waist-to-height ratio as a screening tool for the prediction of cardiovascular disease and diabetes: 0.5 could be a suitable global boundary value. Nutr Res Rev. 2010;23(2):247–69.CrossRefPubMed
30.
go back to reference Nambiar S, Truby H, Abbott RA, et al. Validating the waist-height ratio and developing centiles for use amongst children and adolescents. Acta Paediatr. 2009;98:148–52.CrossRefPubMed Nambiar S, Truby H, Abbott RA, et al. Validating the waist-height ratio and developing centiles for use amongst children and adolescents. Acta Paediatr. 2009;98:148–52.CrossRefPubMed
Metadata
Title
Waist-to-height ratio is a useful index for nonalcoholic fatty liver disease in children and adolescents: a secondary data analysis
Authors
Ming-Shyan Lin
Tsai-Hui Lin
Su-Er Guo
Ming-Horng Tsai
Ming-Shin Chiang
Tung-Jung Huang
Mei-Yen Chen
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2017
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-017-4868-5

Other articles of this Issue 1/2017

BMC Public Health 1/2017 Go to the issue