Establishing international optimal cut-offs of waist-to-height ratio for predicting cardiometabolic risk in children and adolescents aged 6–18 years
Xin’nan Zong,
Roya Kelishadi,
Young Mi Hong,
Peter Schwandt,
Tandi E. Matsha,
Jose G. Mill,
Peter H. Whincup,
Lucia Pacifico,
Abel López-Bermejo,
Carmelo Antonio Caserta,
Carla Campos Muniz Medeiros,
Anastasios Kollias,
Mostafa Qorbani,
Fariborz Sharifian Jazi,
Gerda-Maria Haas,
Rafael de Oliveira Alvim,
Divanei Zaniqueli,
Claudio Chiesa,
Judit Bassols,
Elisabetta Lucia Romeo,
Danielle Franklin de Carvalho,
Mônica Oliveira da Silva Simões,
George S. Stergiou,
Evangelos Grammatikos,
Min Zhao,
Costan G. Magnussen,
Bo Xi
Affiliations
Xin’nan Zong
Department of Epidemiology, School of Public Health, Shandong University
Roya Kelishadi
Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non Communicable Disease, Isfahan University of Medical Sciences
Young Mi Hong
Department of Pediatrics, Ewha Womans University School of Medicine
Peter Schwandt
Atherosclerosis Prevention Institute
Tandi E. Matsha
Department of Biomedical Sciences, Faculty of Health & Wellness Sciences, Cape Peninsula University of Technology
Jose G. Mill
Department of Physiological Sciences, Center of Health Sciences, Federal University of Espírito Santo
Peter H. Whincup
Population Health Research Institute, St George’s, University of London
Lucia Pacifico
Department of Maternal and Child Health, Sapienza University of Rome
Abel López-Bermejo
Pediatric Endocrinology Research Group, Girona Biomedical Research Institute (IDIBGI)
Carmelo Antonio Caserta
Associazione Calabrese Di Epatologia - Medicina Solidale - A.C.E. ETS
Carla Campos Muniz Medeiros
Department of Public Health, State University of Paraiba
Anastasios Kollias
Hypertension Center STRIDE-7, School of Medicine, Third Department of Medicine, National and Kapodistrian University of Athens, Sotiria Hospital
Mostafa Qorbani
Non Communicable Research Center, Alborz University
Fariborz Sharifian Jazi
School of Science and Technology, University of Georgia
Gerda-Maria Haas
Atherosclerosis Prevention Institute
Rafael de Oliveira Alvim
Department of Public Health, Federal University of Espirito Santo
Divanei Zaniqueli
Department of Physiological Sciences, Center of Health Sciences, Federal University of Espírito Santo
Claudio Chiesa
Institute of Translational Pharmacology, National Research Council
Judit Bassols
Maternal-Fetal Metabolic Research Group, Girona Institute for Biomedical Research (IDIBGI)
Elisabetta Lucia Romeo
Associazione Calabrese Di Epatologia - Medicina Solidale - A.C.E. ETS
Danielle Franklin de Carvalho
Department of Public Health, State University of Paraiba
Mônica Oliveira da Silva Simões
Department of Public Health, State University of Paraiba
George S. Stergiou
Hypertension Center STRIDE-7, School of Medicine, Third Department of Medicine, National and Kapodistrian University of Athens, Sotiria Hospital
Evangelos Grammatikos
Health Center of Samos
Min Zhao
Department of Nutrition and Food Hygiene, School of Public Health, Shandong University
Costan G. Magnussen
Baker Heart and Diabetes Institute
Bo Xi
Department of Epidemiology, School of Public Health, Shandong University
Abstract 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 75th to 95th 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.