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Validation of predictive equations for resting energy expenditure in children and adolescents with different body mass indexes
BACKGROUND: Accurate estimation of resting energy expenditure (REE) in children and adolescents is important to establish estimated energy requirements. The objective of this study was to assess the validity of existing equations in literature and a newly developed equation in estimating REE in chil...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413768/ https://www.ncbi.nlm.nih.gov/pubmed/37559059 http://dx.doi.org/10.1186/s12937-023-00868-3 |
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author | Acar-Tek, Nilüfer Ağagündüz, Duygu Şahin, Teslime Özge Baygut, Hatice Uzunlar, Elif Adanur Zakkour, Hazal Küçükkaraca Karaçallı, Ayşegül |
author_facet | Acar-Tek, Nilüfer Ağagündüz, Duygu Şahin, Teslime Özge Baygut, Hatice Uzunlar, Elif Adanur Zakkour, Hazal Küçükkaraca Karaçallı, Ayşegül |
author_sort | Acar-Tek, Nilüfer |
collection | PubMed |
description | BACKGROUND: Accurate estimation of resting energy expenditure (REE) in children and adolescents is important to establish estimated energy requirements. The objective of this study was to assess the validity of existing equations in literature and a newly developed equation in estimating REE in children and adolescents. METHODS: 275 participants (148 boys, 127 girls) aged 6–18 years included in the study were classified as normal-weighted, overweight, obese based on BMI z-scores for age according to WHO-2007 growth curves for 5–19 years of age. REEs were measured using an indirect calorimeter, with various equations, and a newly established equation [REE = 505.412+(24.383*FFM);Adjusted R(2) = 0.649] were compared with REE measured using Bland-Altman and further validation parameters. RESULTS: When the predicted REEs were compared with the measured REEs, the highest prediction accuracy was achieved using the new Eq. (64.8%) and IOM (63.8%) for normal-weight participants, Müller FFM and new Eq. (59.6%) for overweight participants and Lazzer (44.9%) for obese participants. In normal and overweight participants, lowest root mean squared error (RMSE) values were acquired from Schmelzle’s equation (respectively 136.2;159.9 kcal/d), and the highest values were found in Kim’s Eq. (315.2; 295.2 kcal/d respectively). RMSE value of the new equation was 174.7 kcal/d for normal-weight children and adolescents, and 201.9 kcal/d for overweight ones. In obese participants, the lowest RMSE value was obtained from Schmelzle’s Eq. (305.4 kcal/d) and the new Eq. (317.4 kcal/d), while the highest value was obtained from IOM Eq. (439.9 kcal/d). RMSE was higher in obese groups compared to the other BMI groups. CONCLUSION: Indirect-calorimeter is the most suitable method for REE measurement in especially obese children and adolescents. The new equation and Schmelzle’s equation appear to be most accurate equations for normal and overweight children and adolescents. |
format | Online Article Text |
id | pubmed-10413768 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104137682023-08-11 Validation of predictive equations for resting energy expenditure in children and adolescents with different body mass indexes Acar-Tek, Nilüfer Ağagündüz, Duygu Şahin, Teslime Özge Baygut, Hatice Uzunlar, Elif Adanur Zakkour, Hazal Küçükkaraca Karaçallı, Ayşegül Nutr J Research BACKGROUND: Accurate estimation of resting energy expenditure (REE) in children and adolescents is important to establish estimated energy requirements. The objective of this study was to assess the validity of existing equations in literature and a newly developed equation in estimating REE in children and adolescents. METHODS: 275 participants (148 boys, 127 girls) aged 6–18 years included in the study were classified as normal-weighted, overweight, obese based on BMI z-scores for age according to WHO-2007 growth curves for 5–19 years of age. REEs were measured using an indirect calorimeter, with various equations, and a newly established equation [REE = 505.412+(24.383*FFM);Adjusted R(2) = 0.649] were compared with REE measured using Bland-Altman and further validation parameters. RESULTS: When the predicted REEs were compared with the measured REEs, the highest prediction accuracy was achieved using the new Eq. (64.8%) and IOM (63.8%) for normal-weight participants, Müller FFM and new Eq. (59.6%) for overweight participants and Lazzer (44.9%) for obese participants. In normal and overweight participants, lowest root mean squared error (RMSE) values were acquired from Schmelzle’s equation (respectively 136.2;159.9 kcal/d), and the highest values were found in Kim’s Eq. (315.2; 295.2 kcal/d respectively). RMSE value of the new equation was 174.7 kcal/d for normal-weight children and adolescents, and 201.9 kcal/d for overweight ones. In obese participants, the lowest RMSE value was obtained from Schmelzle’s Eq. (305.4 kcal/d) and the new Eq. (317.4 kcal/d), while the highest value was obtained from IOM Eq. (439.9 kcal/d). RMSE was higher in obese groups compared to the other BMI groups. CONCLUSION: Indirect-calorimeter is the most suitable method for REE measurement in especially obese children and adolescents. The new equation and Schmelzle’s equation appear to be most accurate equations for normal and overweight children and adolescents. BioMed Central 2023-08-10 /pmc/articles/PMC10413768/ /pubmed/37559059 http://dx.doi.org/10.1186/s12937-023-00868-3 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 Acar-Tek, Nilüfer Ağagündüz, Duygu Şahin, Teslime Özge Baygut, Hatice Uzunlar, Elif Adanur Zakkour, Hazal Küçükkaraca Karaçallı, Ayşegül Validation of predictive equations for resting energy expenditure in children and adolescents with different body mass indexes |
title | Validation of predictive equations for resting energy expenditure in children and adolescents with different body mass indexes |
title_full | Validation of predictive equations for resting energy expenditure in children and adolescents with different body mass indexes |
title_fullStr | Validation of predictive equations for resting energy expenditure in children and adolescents with different body mass indexes |
title_full_unstemmed | Validation of predictive equations for resting energy expenditure in children and adolescents with different body mass indexes |
title_short | Validation of predictive equations for resting energy expenditure in children and adolescents with different body mass indexes |
title_sort | validation of predictive equations for resting energy expenditure in children and adolescents with different body mass indexes |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413768/ https://www.ncbi.nlm.nih.gov/pubmed/37559059 http://dx.doi.org/10.1186/s12937-023-00868-3 |
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