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Anthropometric Indicators of Body Composition Associated With Lipid and Glycemic Profiles in Overweight Brazilian Children and Adolescents From 2008 to 2020

BACKGROUND: Anthropometric indicators have been used to predict health problems. The objective was to determine which indicators present better correlation with dyslipidemia, hyperglycemia and peripheral insulin resistance, as well as the cutoff points capable of predicting lipid and glycemic altera...

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Autores principales: Nogueira-de-Almeida, Carlos Alberto, Ued, Fábio da Veiga, Contini, Andrea Aparecida, Martinez, Edson Zangiacomi, Del Ciampo, Luiz Antonio, Nogueira-de-Almeida, Maria Eduarda, Ferraz, Ivan Savioli, Silva, Raquel Farias Barreto, de Mello, Elza Daniel, Fisberg, Mauro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9218630/
https://www.ncbi.nlm.nih.gov/pubmed/35757250
http://dx.doi.org/10.3389/fnut.2022.908562
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author Nogueira-de-Almeida, Carlos Alberto
Ued, Fábio da Veiga
Contini, Andrea Aparecida
Martinez, Edson Zangiacomi
Del Ciampo, Luiz Antonio
Nogueira-de-Almeida, Maria Eduarda
Ferraz, Ivan Savioli
Silva, Raquel Farias Barreto
de Mello, Elza Daniel
Fisberg, Mauro
author_facet Nogueira-de-Almeida, Carlos Alberto
Ued, Fábio da Veiga
Contini, Andrea Aparecida
Martinez, Edson Zangiacomi
Del Ciampo, Luiz Antonio
Nogueira-de-Almeida, Maria Eduarda
Ferraz, Ivan Savioli
Silva, Raquel Farias Barreto
de Mello, Elza Daniel
Fisberg, Mauro
author_sort Nogueira-de-Almeida, Carlos Alberto
collection PubMed
description BACKGROUND: Anthropometric indicators have been used to predict health problems. The objective was to determine which indicators present better correlation with dyslipidemia, hyperglycemia and peripheral insulin resistance, as well as the cutoff points capable of predicting lipid and glycemic alterations in Brazilian children and adolescents. METHODS: A cross-sectional study conducted with 568 overweight individuals, aged between 5 and 18 years, living in Southeast and South Brazilian regions, submitted to anthropometric and body composition evaluation by bioimpedance, in addition to fasting laboratory tests [total cholesterol (TC), triglycerides (TG), low-density lipoprotein cholesterol (LDL-c), high-density lipoprotein cholesterol (HDL-c), fasting glycemia, and homeostasis model assessment–insulin resistance (HOMA-IR)]. Pearson's correlation was used to evaluate the association between anthropometric indicators and serum biomarkers. The ROC curve with Youden's J index was used to suggest anthropometric cutoff points with better ability to predict or rule out lipid and glycemic changes. RESULTS: Cutoff points obtained for the z-score of body mass index (BMI), waist circumference (WC), and waist circumference for height (WC/H) showed high specificity (52 to 87%) and low sensitivity (23 to 59%), indicating greater ability to exclude changes in HDL-c, TG, and HOMA-IR levels. Cutoff points suggested for BMI ranged from +1.86 to +2.20 z-score. WC cutoff points ranged from +1.29 to +1.72, and, for the WC/H index, from +1.21 to +1.25. It was suggested the use of the following cutoff points to rule out changes in HDL-c, TG, and HOMA-IR values in clinical practice: BMI < z-score +2 and WC/H < z-score +1.29. In body fat percentage (BFP) analyses, the cutoff point < of 34% may be able to rule out changes in HDL-c (specificity of 70%), while the cutoff point > 36.6% may be able to predict changes in the HOMA-IR index (sensitivity of 76%). CONCLUSION: It is not yet possible to state which anthropometric parameter has the best correlation with lipid and glycemic alterations in overweight children and adolescents. We suggest considering BMI, WC, and WC/H cutoff points together to rule out changes in HDL-c, TG, and HOMA-IR, and use the BFP cutoff point to predict changes in HOMA-IR.
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spelling pubmed-92186302022-06-24 Anthropometric Indicators of Body Composition Associated With Lipid and Glycemic Profiles in Overweight Brazilian Children and Adolescents From 2008 to 2020 Nogueira-de-Almeida, Carlos Alberto Ued, Fábio da Veiga Contini, Andrea Aparecida Martinez, Edson Zangiacomi Del Ciampo, Luiz Antonio Nogueira-de-Almeida, Maria Eduarda Ferraz, Ivan Savioli Silva, Raquel Farias Barreto de Mello, Elza Daniel Fisberg, Mauro Front Nutr Nutrition BACKGROUND: Anthropometric indicators have been used to predict health problems. The objective was to determine which indicators present better correlation with dyslipidemia, hyperglycemia and peripheral insulin resistance, as well as the cutoff points capable of predicting lipid and glycemic alterations in Brazilian children and adolescents. METHODS: A cross-sectional study conducted with 568 overweight individuals, aged between 5 and 18 years, living in Southeast and South Brazilian regions, submitted to anthropometric and body composition evaluation by bioimpedance, in addition to fasting laboratory tests [total cholesterol (TC), triglycerides (TG), low-density lipoprotein cholesterol (LDL-c), high-density lipoprotein cholesterol (HDL-c), fasting glycemia, and homeostasis model assessment–insulin resistance (HOMA-IR)]. Pearson's correlation was used to evaluate the association between anthropometric indicators and serum biomarkers. The ROC curve with Youden's J index was used to suggest anthropometric cutoff points with better ability to predict or rule out lipid and glycemic changes. RESULTS: Cutoff points obtained for the z-score of body mass index (BMI), waist circumference (WC), and waist circumference for height (WC/H) showed high specificity (52 to 87%) and low sensitivity (23 to 59%), indicating greater ability to exclude changes in HDL-c, TG, and HOMA-IR levels. Cutoff points suggested for BMI ranged from +1.86 to +2.20 z-score. WC cutoff points ranged from +1.29 to +1.72, and, for the WC/H index, from +1.21 to +1.25. It was suggested the use of the following cutoff points to rule out changes in HDL-c, TG, and HOMA-IR values in clinical practice: BMI < z-score +2 and WC/H < z-score +1.29. In body fat percentage (BFP) analyses, the cutoff point < of 34% may be able to rule out changes in HDL-c (specificity of 70%), while the cutoff point > 36.6% may be able to predict changes in the HOMA-IR index (sensitivity of 76%). CONCLUSION: It is not yet possible to state which anthropometric parameter has the best correlation with lipid and glycemic alterations in overweight children and adolescents. We suggest considering BMI, WC, and WC/H cutoff points together to rule out changes in HDL-c, TG, and HOMA-IR, and use the BFP cutoff point to predict changes in HOMA-IR. Frontiers Media S.A. 2022-06-09 /pmc/articles/PMC9218630/ /pubmed/35757250 http://dx.doi.org/10.3389/fnut.2022.908562 Text en Copyright © 2022 Nogueira-de-Almeida, Ued, Contini, Martinez, Del Ciampo, Nogueira-de-Almeida, Ferraz, Silva, de Mello and Fisberg. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Nutrition
Nogueira-de-Almeida, Carlos Alberto
Ued, Fábio da Veiga
Contini, Andrea Aparecida
Martinez, Edson Zangiacomi
Del Ciampo, Luiz Antonio
Nogueira-de-Almeida, Maria Eduarda
Ferraz, Ivan Savioli
Silva, Raquel Farias Barreto
de Mello, Elza Daniel
Fisberg, Mauro
Anthropometric Indicators of Body Composition Associated With Lipid and Glycemic Profiles in Overweight Brazilian Children and Adolescents From 2008 to 2020
title Anthropometric Indicators of Body Composition Associated With Lipid and Glycemic Profiles in Overweight Brazilian Children and Adolescents From 2008 to 2020
title_full Anthropometric Indicators of Body Composition Associated With Lipid and Glycemic Profiles in Overweight Brazilian Children and Adolescents From 2008 to 2020
title_fullStr Anthropometric Indicators of Body Composition Associated With Lipid and Glycemic Profiles in Overweight Brazilian Children and Adolescents From 2008 to 2020
title_full_unstemmed Anthropometric Indicators of Body Composition Associated With Lipid and Glycemic Profiles in Overweight Brazilian Children and Adolescents From 2008 to 2020
title_short Anthropometric Indicators of Body Composition Associated With Lipid and Glycemic Profiles in Overweight Brazilian Children and Adolescents From 2008 to 2020
title_sort anthropometric indicators of body composition associated with lipid and glycemic profiles in overweight brazilian children and adolescents from 2008 to 2020
topic Nutrition
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9218630/
https://www.ncbi.nlm.nih.gov/pubmed/35757250
http://dx.doi.org/10.3389/fnut.2022.908562
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