Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6-18 years

dc.contributor.authorZong Xin'nan
dc.contributor.authorKelishadi Roya
dc.contributor.authorHong Young Mi
dc.contributor.authorSchwandt Peter
dc.contributor.authorMatsha Tandi E.
dc.contributor.authorMill Jose G.
dc.contributor.authorWhincup Peter H.
dc.contributor.authorPacifico Lucia
dc.contributor.authorLopez-Bermejo Abel
dc.contributor.authorCaserta Carmelo Antonio
dc.contributor.authorMedeiros Carla Campos Muniz
dc.contributor.authorKollias Anastasios
dc.contributor.authorQorbani Mostafa
dc.contributor.authorJazi Fariborz Sharifian
dc.contributor.authorHaas Gerda-Maria
dc.contributor.authorAlvim Rafael de Oliveira
dc.contributor.authorZaniqueli Divanei
dc.contributor.authorChiesa Claudio
dc.contributor.authorBassols Judit
dc.contributor.authorRomeo Elisabetta Lucia
dc.contributor.authorde Carvalho Danielle Franklin
dc.contributor.authorSimoes Monica Oliveira da Silva
dc.contributor.authorStergiou George S.
dc.contributor.authorGrammatikos Evangelos
dc.contributor.authorZhao Min
dc.contributor.authorMagnussen Costan G.
dc.contributor.authorXi Bo
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.35734063924
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.converis.publication-id181987055
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/181987055
dc.date.accessioned2025-08-28T02:49:18Z
dc.date.available2025-08-28T02:49:18Z
dc.description.abstract<h3>Background</h3><p>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.</p><h3>Methods</h3><p>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.</p><h3>Results</h3><p>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<sup>th</sup> to 95<sup>th</sup> 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).</p><h3>Conclusions</h3><p>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.</p>
dc.identifier.jour-issn1741-7015
dc.identifier.olddbid209762
dc.identifier.oldhandle10024/192789
dc.identifier.urihttps://www.utupub.fi/handle/11111/49401
dc.identifier.urlhttps://doi.org/10.1186/s12916-023-03169-y
dc.identifier.urnURN:NBN:fi-fe2025082788440
dc.language.isoen
dc.okm.affiliatedauthorMagnussen, Costan
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3123 Gynaecology and paediatricsen_GB
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.discipline3123 Naisten- ja lastentauditfi_FI
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber442
dc.relation.doi10.1186/s12916-023-03169-y
dc.relation.ispartofjournalBMC Medicine
dc.relation.issue1
dc.relation.volume21
dc.source.identifierhttps://www.utupub.fi/handle/10024/192789
dc.titleEstablishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6-18 years
dc.year.issued2023

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