Waist‐to‐height ratio, body mass index and waist circumference for screening paediatric cardio‐metabolic risk factors: a meta‐analysis
Abstract
Summary: Waist‐to‐height ratio (WHtR) is superior to body mass index and waist circumference for measuring adult cardio‐metabolic risk factors. However, there is no meta‐analysis to evaluate its discriminatory power in children and adolescents. A meta‐analysis was conducted using multiple databases, including Embase and Medline. Studies were included that utilized receiver‐operating characteristics curve analysis and published area under the receiver‐operating characteristics curves (AUC) for adiposity indicators with hyperglycaemia, elevated blood pressure, dyslipidemia, metabolic syndrome and other cardio‐metabolic outcomes. Thirty‐four studies met the inclusion criteria. AUC values were extracted and pooled using a random‐effects model and were weighted using the inverse variance method. The mean AUC values for each index were greater than 0.6 for most outcomes including hypertension. The values were the highest when screening for metabolic syndrome (AUC > 0.8). WHtR did not have significantly better screening power than other two indexes in most outcomes, except for elevated triglycerides when compared with body mass index and high metabolic risk score when compared with waist circumference. Although not being superior in discriminatory power, WHtR is convenient in terms of measurement and interpretation, which is advantageous in practice and allows for the quick identification of children with cardio‐metabolic risk factors at an early age.
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Pediatric abdominal obesity is a strong predictor of cardiometabolic risk factors and cardiovascular disease in adulthood.
“Several studies have recently identified pediatric abdominal obesity as a strong predictor of cardiometabolic risk factors and cardiovascular disease in adulthood.11,12”
From Reference Values for Waist Circumference and Waist–Height Ratio in Korean Children and Adolescents (2022) · cites this paper as [11]
WHtR may be widely used as a screening risk factor for cardiometabolic risk due to its simplicity of calculation, even if it is not superior to WC.
“WHtR may be widely used as a screening risk factor for cardiometabolic risk due to its simplicity of calculation, even if it is not superior to WC.11”
From Reference Values for Waist Circumference and Waist–Height Ratio in Korean Children and Adolescents (2022) · cites this paper as [11]
Cites
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009) · doi:10.1002/9780470743386 · Cited by 14,225 · see citing works
Rokholm, B., Baker, J. L., & Sørensen, T. I. A. (2010) · Obesity Reviews · doi:10.1111/j.1467-789x.2010.00810.x · Cited by 601 · see citing works
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Reference Values for Waist Circumference and Waist–Height Ratio in Korean Children and Adolescents
Lee, J., Kang, S.-C., Kwon, O., Hwang, S.-S., Moon, J. S., & Kim, J. (2022) · Journal of Obesity & Metabolic Syndrome · doi:10.7570/jomes22033 · Cited by 33 · see citing works
Zhu, M., Wang, K., Feng, J., Liu, Y., Guan, M., Wang, Y., & Wu, X. (2024) · Frontiers in Endocrinology · doi:10.3389/fendo.2024.1502321 · Cited by 14 · see citing works
“This was consistent with previous studies (30, 31).”
Overview of pediatric obesity: diagnosis, epidemiology, and significance
Kim, J. H. (2021) · Journal of the Korean Medical Association · doi:10.5124/jkma.2021.64.6.401 · Cited by 12 · see citing works
- Authors
- Lo, K., Wong, M., Khalechelvam, P., & Tam, W.
- Affiliations
- Chinese University of Hong Kong (HK)
- National University of Singapore (SG)
- Corresponding author
- Tam, W.
- Venue
- Obesity Reviews
- Publisher
- Wiley
- Published
- 2016-07-25
- Volume
- 17
- Issue
- 12
- Pages
- 1258-1275
- ISSN
- 1467-7881 (ISSN-L)
- 1467-789X
- OpenAlex
- W2485211062
- Cited by
- 254
- References
- 2
- Citations by year
- 2026: 13 · 2025: 20 · 2024: 26 · 2023: 28 · 2022: 34 · 2021: 44 · 2020: 31 · 2019: 31 · 2018: 15 · 2017: 9 · 2016: 3
- FWCI
- 2.89
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Obesity Reviews (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
- Keywords
- waist-to-height ratio, body mass index, waist circumference, cardiometabolic risk factors, children and adolescents, obesity screening, metabolic syndrome, hyperglycemia, hypertension, dyslipidemia, triglycerides, adiposity indicators, discriminatory power
- MeSH terms
- Adolescent, Blood Pressure, Cardiovascular Diseases, Child, Humans, Risk Factors, Triglycerides, Body Mass Index, Metabolic Syndrome, Adiposity, Waist Circumference, Pediatric Obesity, Observational Studies as Topic, Waist-Height Ratio
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