Cargando…
Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years
BACKGROUND: Waist-to-height ratio (WHtR) has been proposed as a simple and effective screening tool for assessing central obesity and cardiometabolic risk in both adult and pediatric populations. However, evidence suggests that the use of a uniform WHtR cut-off of 0.50 may not be universally optimal...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647138/ https://www.ncbi.nlm.nih.gov/pubmed/37968681 http://dx.doi.org/10.1186/s12916-023-03169-y |
_version_ | 1785147509394374656 |
---|---|
author | Zong, Xin’nan Kelishadi, Roya Hong, Young Mi Schwandt, Peter Matsha, Tandi E. Mill, Jose G. Whincup, Peter H. Pacifico, Lucia López-Bermejo, Abel Caserta, Carmelo Antonio Medeiros, Carla Campos Muniz Kollias, Anastasios Qorbani, Mostafa Jazi, Fariborz Sharifian Haas, Gerda-Maria de Oliveira Alvim, Rafael Zaniqueli, Divanei Chiesa, Claudio Bassols, Judit Romeo, Elisabetta Lucia de Carvalho, Danielle Franklin da Silva Simões, Mônica Oliveira Stergiou, George S. Grammatikos, Evangelos Zhao, Min Magnussen, Costan G. Xi, Bo |
author_facet | Zong, Xin’nan Kelishadi, Roya Hong, Young Mi Schwandt, Peter Matsha, Tandi E. Mill, Jose G. Whincup, Peter H. Pacifico, Lucia López-Bermejo, Abel Caserta, Carmelo Antonio Medeiros, Carla Campos Muniz Kollias, Anastasios Qorbani, Mostafa Jazi, Fariborz Sharifian Haas, Gerda-Maria de Oliveira Alvim, Rafael Zaniqueli, Divanei Chiesa, Claudio Bassols, Judit Romeo, Elisabetta Lucia de Carvalho, Danielle Franklin da Silva Simões, Mônica Oliveira Stergiou, George S. Grammatikos, Evangelos Zhao, Min Magnussen, Costan G. Xi, Bo |
author_sort | Zong, Xin’nan |
collection | PubMed |
description | BACKGROUND: Waist-to-height ratio (WHtR) has been proposed as a simple and effective screening tool for assessing central obesity and cardiometabolic risk in both adult and pediatric populations. However, evidence suggests that the use of a uniform WHtR cut-off of 0.50 may not be universally optimal for pediatric populations globally. We aimed to determine the optimal cut-offs of WHtR in children and adolescents with increased cardiometabolic risk across different countries worldwide. METHODS: We used ten population-based cross-sectional data on 24,605 children and adolescents aged 6–18 years from Brazil, China, Greece, Iran, Italy, Korea, South Africa, Spain, the UK, and the USA for establishing optimal WHtR cut-offs. We performed an external independent test (9,619 children and adolescents aged 6–18 years who came from other six countries) to validate the optimal WHtR cut-offs based on the predicting performance for at least two or three cardiometabolic risk factors. RESULTS: Based on receiver operator characteristic curve analyses of various WHtR cut-offs to discriminate those with ≥ 2 cardiometabolic risk factors, the relatively optimal percentile cut-offs of WHtR in the normal weight subsample population in each country did not always coincide with a single fixed percentile, but varied from the 75(th) to 95(th) percentiles across the ten countries. However, these relatively optimal percentile values tended to cluster irrespective of sex, metabolic syndrome (MetS) criteria used, and WC measurement position. In general, using ≥ 2 cardiometabolic risk factors as the predictive outcome, the relatively optimal WHtR cut-off was around 0.50 in European and the US youths but was lower, around 0.46, in Asian, African, and South American youths. Secondary analyses that directly tested WHtR values ranging from 0.42 to 0.56 at 0.01 increments largely confirmed the results of the main analyses. In addition, the proposed cut-offs of 0.50 and 0.46 for two specific pediatric populations, respectively, showed a good performance in predicting ≥ 2 or ≥ 3 cardiometabolic risk factors in external independent test populations from six countries (Brazil, China, Germany, Italy, Korea, and the USA). CONCLUSIONS: The proposed international WHtR cut-offs are easy and useful to identify central obesity and cardiometabolic risk in children and adolescents globally, thus allowing international comparison across populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-03169-y. |
format | Online Article Text |
id | pubmed-10647138 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106471382023-11-15 Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years Zong, Xin’nan Kelishadi, Roya Hong, Young Mi Schwandt, Peter Matsha, Tandi E. Mill, Jose G. Whincup, Peter H. Pacifico, Lucia López-Bermejo, Abel Caserta, Carmelo Antonio Medeiros, Carla Campos Muniz Kollias, Anastasios Qorbani, Mostafa Jazi, Fariborz Sharifian Haas, Gerda-Maria de Oliveira Alvim, Rafael Zaniqueli, Divanei Chiesa, Claudio Bassols, Judit Romeo, Elisabetta Lucia de Carvalho, Danielle Franklin da Silva Simões, Mônica Oliveira Stergiou, George S. Grammatikos, Evangelos Zhao, Min Magnussen, Costan G. Xi, Bo BMC Med Research Article BACKGROUND: Waist-to-height ratio (WHtR) has been proposed as a simple and effective screening tool for assessing central obesity and cardiometabolic risk in both adult and pediatric populations. However, evidence suggests that the use of a uniform WHtR cut-off of 0.50 may not be universally optimal for pediatric populations globally. We aimed to determine the optimal cut-offs of WHtR in children and adolescents with increased cardiometabolic risk across different countries worldwide. METHODS: We used ten population-based cross-sectional data on 24,605 children and adolescents aged 6–18 years from Brazil, China, Greece, Iran, Italy, Korea, South Africa, Spain, the UK, and the USA for establishing optimal WHtR cut-offs. We performed an external independent test (9,619 children and adolescents aged 6–18 years who came from other six countries) to validate the optimal WHtR cut-offs based on the predicting performance for at least two or three cardiometabolic risk factors. RESULTS: Based on receiver operator characteristic curve analyses of various WHtR cut-offs to discriminate those with ≥ 2 cardiometabolic risk factors, the relatively optimal percentile cut-offs of WHtR in the normal weight subsample population in each country did not always coincide with a single fixed percentile, but varied from the 75(th) to 95(th) percentiles across the ten countries. However, these relatively optimal percentile values tended to cluster irrespective of sex, metabolic syndrome (MetS) criteria used, and WC measurement position. In general, using ≥ 2 cardiometabolic risk factors as the predictive outcome, the relatively optimal WHtR cut-off was around 0.50 in European and the US youths but was lower, around 0.46, in Asian, African, and South American youths. Secondary analyses that directly tested WHtR values ranging from 0.42 to 0.56 at 0.01 increments largely confirmed the results of the main analyses. In addition, the proposed cut-offs of 0.50 and 0.46 for two specific pediatric populations, respectively, showed a good performance in predicting ≥ 2 or ≥ 3 cardiometabolic risk factors in external independent test populations from six countries (Brazil, China, Germany, Italy, Korea, and the USA). CONCLUSIONS: The proposed international WHtR cut-offs are easy and useful to identify central obesity and cardiometabolic risk in children and adolescents globally, thus allowing international comparison across populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-03169-y. BioMed Central 2023-11-15 /pmc/articles/PMC10647138/ /pubmed/37968681 http://dx.doi.org/10.1186/s12916-023-03169-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Zong, Xin’nan Kelishadi, Roya Hong, Young Mi Schwandt, Peter Matsha, Tandi E. Mill, Jose G. Whincup, Peter H. Pacifico, Lucia López-Bermejo, Abel Caserta, Carmelo Antonio Medeiros, Carla Campos Muniz Kollias, Anastasios Qorbani, Mostafa Jazi, Fariborz Sharifian Haas, Gerda-Maria de Oliveira Alvim, Rafael Zaniqueli, Divanei Chiesa, Claudio Bassols, Judit Romeo, Elisabetta Lucia de Carvalho, Danielle Franklin da Silva Simões, Mônica Oliveira Stergiou, George S. Grammatikos, Evangelos Zhao, Min Magnussen, Costan G. Xi, Bo Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years |
title | Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years |
title_full | Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years |
title_fullStr | Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years |
title_full_unstemmed | Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years |
title_short | Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years |
title_sort | establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647138/ https://www.ncbi.nlm.nih.gov/pubmed/37968681 http://dx.doi.org/10.1186/s12916-023-03169-y |
work_keys_str_mv | AT zongxinnan establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT kelishadiroya establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT hongyoungmi establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT schwandtpeter establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT matshatandie establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT milljoseg establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT whincuppeterh establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT pacificolucia establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT lopezbermejoabel establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT casertacarmeloantonio establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT medeiroscarlacamposmuniz establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT kolliasanastasios establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT qorbanimostafa establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT jazifariborzsharifian establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT haasgerdamaria establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT deoliveiraalvimrafael establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT zaniquelidivanei establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT chiesaclaudio establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT bassolsjudit establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT romeoelisabettalucia establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT decarvalhodaniellefranklin establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT dasilvasimoesmonicaoliveira establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT stergiougeorges establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT grammatikosevangelos establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT zhaomin establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT magnussencostang establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years AT xibo establishinginternationaloptimalcutoffsofwaisttoheightratioforpredictingcardiometabolicriskinchildrenandadolescentsaged618years |