{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,27]],"date-time":"2026-08-27T15:05:04Z","timestamp":1787843104954,"version":"build-2784847793"},"reference-count":49,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/501100005667","name":"Foundation for Research Support and Innovation of Santa Catarina State","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100005667","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","clinicalnutritionespen.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Clinical Nutrition ESPEN"],"published-print":{"date-parts":[[2026,2]]},"DOI":"10.1016\/j.clnesp.2025.11.162","type":"journal-article","created":{"date-parts":[[2025,12,2]],"date-time":"2025-12-02T07:59:15Z","timestamp":1764662355000},"page":"102842","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":1,"special_numbering":"C","title":["Multiple regression models to predict electrical bioimpedance variables through anthropometric and simple measures in children aged 6\u201312 years"],"prefix":"10.1016","volume":"71","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0092-847X","authenticated-orcid":false,"given":"Paulo Roberto Santos","family":"Lopes","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gisele","family":"Bailich","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vinicius Layter","family":"Xavier","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Igor","family":"Lima","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Danubia da Cunha de","family":"S\u00e1-Caputo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Redha","family":"Taiar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Katarzyna","family":"Zaborowska-Sapeta","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mario","family":"Bernardo-Filho","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andr\u00e9 Everton de","family":"Freitas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0056-4984","authenticated-orcid":false,"given":"Anelise","family":"Sonza","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.clnesp.2025.11.162_bib1","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1016\/S2213-8587(22)00047-X","article-title":"Obesity in children and adolescents: epidemiology, causes, assessment, and management","volume":"10","author":"Jebeile","year":"2022","journal-title":"Rev Lancet Diabetes Endocrinol"},{"issue":"8","key":"10.1016\/j.clnesp.2025.11.162_bib2","doi-asserted-by":"crossref","DOI":"10.33448\/rsd-v9i8.4925","article-title":"Influ\u00eancia da introdu\u00e7\u00e3o alimentar precoce para o desenvolvimento da obesidade infantil: uma revis\u00e3o de literatura","volume":"9","author":"Lima","year":"2020","journal-title":"Res, Soc Develop"},{"issue":"3","key":"10.1016\/j.clnesp.2025.11.162_bib3","first-page":"8606","article-title":"Prevalence of childhood obesity: is there a cause for concern? Preval\u00eancia de obesidade infantil: h\u00e1 motivo de preocupa\u00e7\u00e3o?","volume":"14","author":"Crescente","year":"2021","journal-title":"Saud Pesq"},{"key":"10.1016\/j.clnesp.2025.11.162_bib4","doi-asserted-by":"crossref","first-page":"2627","DOI":"10.1016\/S0140-6736(17)32129-3","article-title":"Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128\u00b79 million children, adolescents, and adults NCD risk factor collaboration (NCD-RisC)","volume":"390","year":"2017","journal-title":"Lancet"},{"issue":"1","key":"10.1016\/j.clnesp.2025.11.162_bib5","doi-asserted-by":"crossref","first-page":"11","DOI":"10.4103\/ijmr.IJMR_1768_17","article-title":"Obesity subtypes, related biomarkers & heterogeneity","volume":"151","author":"Mayoral","year":"2020","journal-title":"Indian J Med Res"},{"issue":"4","key":"10.1016\/j.clnesp.2025.11.162_bib6","doi-asserted-by":"crossref","first-page":"e7127","DOI":"10.25248\/reas.e7127.2021","article-title":"Puberdade precoce e as consequ\u00eancias emocionais no desenvolvimento infantil","volume":"13","author":"Medeiros","year":"2021","journal-title":"Revista Eletr\u00f4nica Acervo Sa\u00fade"},{"key":"10.1016\/j.clnesp.2025.11.162_bib7","article-title":"Susceptibility to SARS-CoV-2 infection amongst children and adolescents compared with adults: a systematic review and meta-analysis","author":"Viner","year":"2020","journal-title":"medRxiv"},{"key":"10.1016\/j.clnesp.2025.11.162_bib8","first-page":"116","article-title":"Quarentena sim! Sedentarismo n\u00e3o! Atividade f\u00edsica em tempos de coronav\u00edrus","author":"Matsudo","year":"2020","journal-title":"Diagn Tratamento"},{"issue":"11","key":"10.1016\/j.clnesp.2025.11.162_bib9","doi-asserted-by":"crossref","first-page":"1477","DOI":"10.1161\/CIRCRESAHA.120.316101","article-title":"Obesity phenotypes, diabetes, and cardiovascular diseases","volume":"126","author":"Pich\u00e9","year":"2020","journal-title":"Circ Res"},{"issue":"2","key":"10.1016\/j.clnesp.2025.11.162_bib10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3390\/nu13020383","article-title":"Childhood obesity and COVID-19 lockdown: remarks on eating habits of patients enrolled in a food-education program","volume":"13","author":"Nicodemo","year":"2021","journal-title":"Nutrients"},{"key":"10.1016\/j.clnesp.2025.11.162_bib11","doi-asserted-by":"crossref","DOI":"10.1590\/1980-549720210012","article-title":"The COVID-19 pandemic and changes in the lifestyles of Brazilian adolescents","volume":"24","author":"Malta","year":"2021","journal-title":"Rev Bras Epidemiol"},{"key":"10.1016\/j.clnesp.2025.11.162_bib12","first-page":"160","article-title":"Distribui\u00e7\u00e3o de GORDURA corporal E caracteriza\u00e7\u00e3o de \u00edndices antropom\u00e9tricos em crian\u00e7as","volume":"16","author":"Oliveira","year":"2022","journal-title":"RBONE"},{"issue":"06","key":"10.1016\/j.clnesp.2025.11.162_bib13","first-page":"309","article-title":"Perspective on the Body Mass Index (BMI) and Variability of Human Weight and Height","volume":"13","author":"Silverman","year":"2025","journal-title":"J Biosci Med"},{"issue":"3","key":"10.1016\/j.clnesp.2025.11.162_bib14","doi-asserted-by":"crossref","first-page":"275","DOI":"10.2223\/JPED.164","article-title":"Diagnosis of the nutritional status of children and adolescents","volume":"76","author":"Sigulem","year":"2000","journal-title":"S275 S275 J pediatr (Rio J)"},{"issue":"5","key":"10.1016\/j.clnesp.2025.11.162_bib15","doi-asserted-by":"crossref","DOI":"10.3390\/nu13051620","article-title":"Assessment of body composition in athletes: a narrative review of available methods with special reference to quantitative and qualitative bioimpedance analysis","volume":"13","author":"Campa","year":"2021","journal-title":"Nutrients"},{"issue":"10","key":"10.1016\/j.clnesp.2025.11.162_bib16","doi-asserted-by":"crossref","first-page":"3160","DOI":"10.1016\/j.clnu.2020.02.008","article-title":"3-Dimensional optical scanning for body composition assessment: a 4-component model comparison of four commercially available scanners","volume":"39","author":"Tinsley","year":"2020","journal-title":"Clin Nutr"},{"issue":"6","key":"10.1016\/j.clnesp.2025.11.162_bib17","doi-asserted-by":"crossref","first-page":"1985","DOI":"10.1519\/JSC.0b013e318185f196","article-title":"Evaluation of the bod pod for estimating percent body fat in collegiate track and field female athletes: a comparison of four methods","volume":"22","author":"Bentzur","year":"2008","journal-title":"J Strength Condit Res"},{"issue":"7","key":"10.1016\/j.clnesp.2025.11.162_bib18","doi-asserted-by":"crossref","DOI":"10.3390\/ijerph17072595","article-title":"Comparison of bioelectrical impedance analysis and dual energy X-ray absorptiometry for total and segmental bone mineral content with a three-compartment model","volume":"17","author":"Liao","year":"2020","journal-title":"Int J Environ Res Publ Health"},{"issue":"8","key":"10.1016\/j.clnesp.2025.11.162_bib19","doi-asserted-by":"crossref","DOI":"10.3390\/nu13082493","article-title":"The utility of body composition assessment in nutrition and clinical practice: an overview of current methodology","volume":"13","author":"Holmes","year":"2021","journal-title":"Nutrients"},{"issue":"4","key":"10.1016\/j.clnesp.2025.11.162_bib20","doi-asserted-by":"crossref","first-page":"1327","DOI":"10.1152\/jappl.1986.60.4.1327","article-title":"Validation of tetrapolar bioelectrical impedance method to assess human body composition","volume":"60","author":"Lukaski","year":"1986","journal-title":"J Appl Physiol"},{"key":"10.1016\/j.clnesp.2025.11.162_bib21","series-title":"Avalia\u00e7\u00e3o nutricional Na pr\u00e1tica cl\u00ednica","author":"Mussoi","year":"2017"},{"issue":"11","key":"10.1016\/j.clnesp.2025.11.162_bib22","article-title":"Evaluation of the relationships between simple anthropometric measures and bioelectrical impedance assessment variables with multivariate linear regression models to estimate body composition and fat distribution in adults: preliminary results","volume":"10","author":"S\u00e1-Caputo","year":"2021","journal-title":"Biology"},{"key":"10.1016\/j.clnesp.2025.11.162_bib23","volume":"1","author":"Norton","year":"1996"},{"key":"10.1016\/j.clnesp.2025.11.162_bib24","volume":"1","author":"Roche","year":"1998"},{"issue":"1","key":"10.1016\/j.clnesp.2025.11.162_bib25","doi-asserted-by":"crossref","DOI":"10.1186\/1471-2431-14-159","article-title":"Creation of a reference dataset of neck sizes in children: standardizing a potential new tool for prediction of obesity-associated diseases?","volume":"14","author":"Katz","year":"2014","journal-title":"BMC Pediatr"},{"key":"10.1016\/j.clnesp.2025.11.162_bib26","series-title":"Anthropometric standards for the assessment of growth and nutritional status","author":"Frisancho","year":"1990"},{"issue":"5","key":"10.1016\/j.clnesp.2025.11.162_bib27","first-page":"1103","article-title":"Nutritional assessment of the hospitalized patient","volume":"63","author":"Blackburn","year":"1979","journal-title":"Med Clin"},{"issue":"2","key":"10.1016\/j.clnesp.2025.11.162_bib28","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1093\/ajcn\/72.2.490","article-title":"Evaluation of waist circumference, waist-to-hip ratio, and the conicity index as screening tools for high trunk fat mass, as measured by dual-energy X-ray absorptiometry, in children aged 3-19 y","volume":"72","author":"Taylor","year":"2000","journal-title":"Am J Clin Nutr"},{"issue":"9","key":"10.1016\/j.clnesp.2025.11.162_bib29","doi-asserted-by":"crossref","first-page":"955","DOI":"10.1016\/0895-4356(91)90059-I","article-title":"A simple model-based index of abdominal adiposity","volume":"44","author":"Valdez","year":"1991","journal-title":"J Clin Epidemiol"},{"issue":"7","key":"10.1016\/j.clnesp.2025.11.162_bib30","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0039504","article-title":"A new body shape index predicts mortality hazard independently of body mass index","volume":"7","author":"Krakauer","year":"2012","journal-title":"PLoS One"},{"issue":"9","key":"10.1016\/j.clnesp.2025.11.162_bib31","doi-asserted-by":"crossref","first-page":"660","DOI":"10.2471\/BLT.07.043497","article-title":"Development of a WHO growth reference for school-aged children and adolescents","volume":"85","author":"De Onis","year":"2007","journal-title":"Bull World Health Organ"},{"key":"10.1016\/j.clnesp.2025.11.162_bib32","volume":"60","author":"Slaughter","year":"1988"},{"key":"10.1016\/j.clnesp.2025.11.162_bib33","series-title":"Grip strength","author":"Fess","year":"1992"},{"key":"10.1016\/j.clnesp.2025.11.162_bib34","first-page":"228","article-title":"Reliability of a questionnaire to assess physical activity and sedentary behavior in preschool-aged children","volume":"13","author":"Oliveira","year":"2011","journal-title":"Rev Bras de Ativ F\u00eds e Sa\u00fade"},{"issue":"2","key":"10.1016\/j.clnesp.2025.11.162_bib35","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1590\/S1517-86922005000200011","article-title":"Reprodutibilidade e validade do Question\u00e1rio Internacional de Atividade F\u00edsica em adolescentes","volume":"11","author":"Guedes","year":"2005","journal-title":"ReviBrasi Med Esporte"},{"issue":"1","key":"10.1016\/j.clnesp.2025.11.162_bib36","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1590\/S1517-86922007000100004","article-title":"Reprodutibilidade e validade do Question\u00e1rio Internacional de Atividade F\u00edsica (IPAQ) em homens idosos","volume":"13","author":"Benedetti","year":"2007","journal-title":"Rev Bras Med do Esporte"},{"key":"10.1016\/j.clnesp.2025.11.162_bib37","series-title":"Obesidade Na Inf\u00e2ncia e Adolesc\u00eancia: manual de Orienta\u00e7\u00e3o","author":"Resende","year":"2019"},{"issue":"4","key":"10.1016\/j.clnesp.2025.11.162_bib38","doi-asserted-by":"crossref","first-page":"1604","DOI":"10.4067\/S0717-95022012000400054","article-title":"Determinaci\u00f3n del Porcentaje de Masa Grasa, seg\u00fan Mediciones de Per\u00edmetros Corporales, Peso y Talla: Un Estudio de Validaci\u00f3n","volume":"30","author":"D\u00edaz","year":"2012","journal-title":"Int J Morphol"},{"issue":"18","key":"10.1016\/j.clnesp.2025.11.162_bib39","doi-asserted-by":"crossref","DOI":"10.3390\/ijerph191811261","article-title":"Sociodemographic and socioeconomic factors influencing the body mass composition of school-age children","volume":"19","author":"Baran","year":"2022","journal-title":"Int J Environ Res Publ Health"},{"issue":"1","key":"10.1016\/j.clnesp.2025.11.162_bib40","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0211148","article-title":"Bioelectrical impedance vector analysis in obese and overweight children","volume":"14","author":"De-Mateo-Silleras","year":"2019","journal-title":"PLoS One"},{"key":"10.1016\/j.clnesp.2025.11.162_bib41","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/j.clnesp.2018.09.004","article-title":"Prediction equations for body composition of children and adolescents aged 8\u201319 years in Uganda using deuterium dilution as the reference technique","volume":"28","author":"Ndagire","year":"2018","journal-title":"Clin Nutr ESPEN"},{"issue":"4","key":"10.1016\/j.clnesp.2025.11.162_bib42","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1111\/j.1463-1326.2006.00634.x","article-title":"Prediction of fat-free body mass from bioelectrical impedance among 9- to 11-year-old Swedish children","volume":"9","author":"Nielsen","year":"2007","journal-title":"Diabetes Obes Metabol"},{"issue":"4","key":"10.1016\/j.clnesp.2025.11.162_bib43","doi-asserted-by":"crossref","first-page":"609","DOI":"10.15446\/revfacmed.v65n4.60315","article-title":"Comparison and consistency of body fat estimation in children using three doubly indirect methods","volume":"65","author":"Botelho-Santos","year":"2017","journal-title":"Rev Fac Med"},{"issue":"3","key":"10.1016\/j.clnesp.2025.11.162_bib44","doi-asserted-by":"crossref","first-page":"412","DOI":"10.5020\/18061230.2013.p412","article-title":"M\u00e9todos INDIRETOS para mensura\u00e7\u00e3o da GORDURA corporal em ADOLESCENTES ESCOLARES","volume":"26","author":"Morais","year":"2013","journal-title":"Rev Bras Promoc Saude"},{"issue":"4","key":"10.1016\/j.clnesp.2025.11.162_bib45","doi-asserted-by":"crossref","first-page":"649","DOI":"10.1590\/S0004-27302008000400011","article-title":"Association between central body anthropometric measures and metabolic syndrome components in a probabilistic sample of adolescents from public schools","volume":"52","author":"Alvarez","year":"2008","journal-title":"Arq Bras Endocrinol Metabol"},{"issue":"4","key":"10.1016\/j.clnesp.2025.11.162_bib46","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2021-058551","article-title":"Development of bioelectrical impedance-based equations for the prediction of body composition of Malawian adolescents aged 10-18 years: a cross-sectional study","volume":"12","author":"Divala","year":"2022","journal-title":"BMJ Open"},{"issue":"1","key":"10.1016\/j.clnesp.2025.11.162_bib47","doi-asserted-by":"crossref","DOI":"10.1186\/s12887-019-1501-z","article-title":"Comparison of various anthropometric indices in predicting abdominal obesity in Chinese children: a cross-sectional study","volume":"19","author":"Chen","year":"2019","journal-title":"BMC Pediatr"},{"issue":"3","key":"10.1016\/j.clnesp.2025.11.162_bib48","doi-asserted-by":"crossref","first-page":"191","DOI":"10.2188\/jea.JE20100116","article-title":"Cut-off values of body mass index, waist circumference, and waist-to-height ratio to identify excess abdominal fat: population-based screening of Japanese school children","volume":"21","author":"Fujita","year":"2011","journal-title":"J Epidemiol"},{"issue":"1","key":"10.1016\/j.clnesp.2025.11.162_bib49","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1590\/S0104-42302010000100026","article-title":"Adipose tissue, inflammation and cardiovascular disease","volume":"56","author":"Ikeoka","year":"2010","journal-title":"Rev Assoc Med Bras"}],"container-title":["Clinical Nutrition ESPEN"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2405457725031481?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2405457725031481?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T21:33:02Z","timestamp":1768944782000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2405457725031481"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2]]},"references-count":49,"alternative-id":["S2405457725031481"],"URL":"https:\/\/doi.org\/10.1016\/j.clnesp.2025.11.162","relation":{},"ISSN":["2405-4577"],"issn-type":[{"value":"2405-4577","type":"print"}],"subject":[],"published":{"date-parts":[[2026,2]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Multiple regression models to predict electrical bioimpedance variables through anthropometric and simple measures in children aged 6\u201312 years","name":"articletitle","label":"Article Title"},{"value":"Clinical Nutrition ESPEN","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.clnesp.2025.11.162","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 European Society for Clinical Nutrition and Metabolism. Published by Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"102842"}}