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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
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