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Allometric scaling of weight to height and resulting body mass index thresholds in two Asian populations
BACKGROUND: Body mass index (BMI) represents a normalization of weight to height and is used to classify adiposity. While the capacity of BMI as an adiposity index has been experimentally validated in Caucasians, but there has been little testing Asian populations. METHODS: To determine whether weig...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6347591/ https://www.ncbi.nlm.nih.gov/pubmed/30683839 http://dx.doi.org/10.1038/s41387-018-0068-3 |
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author | Hood, Karoline Ashcraft, Jacob Watts, Krista Hong, Sangmo Choi, Woong Heymsfield, Steven B. Gautam, Rajesh K. Thomas, Diana |
author_facet | Hood, Karoline Ashcraft, Jacob Watts, Krista Hong, Sangmo Choi, Woong Heymsfield, Steven B. Gautam, Rajesh K. Thomas, Diana |
author_sort | Hood, Karoline |
collection | PubMed |
description | BACKGROUND: Body mass index (BMI) represents a normalization of weight to height and is used to classify adiposity. While the capacity of BMI as an adiposity index has been experimentally validated in Caucasians, but there has been little testing Asian populations. METHODS: To determine whether weight scales to height squared in Asian Indians across the general population and in Asian Indian tribes an allometric analysis on the power law model, W = αH(β), where W is weight (kg) and H is height (m) was performed on cross-sectional weight and height data from India (N = 43,880) collected through the Anthropological Survey of India. The database contained males 18–84 years of age spanning 161 districts of 14 states and including 33 different tribes (N = 5,549). Models were developed that were unadjusted and adjusted for tribe membership. The Korean National Health and Nutrition Examination Survey (KNHANES) was used to compare to height–weight data from the Anthropological Survey of India and to calculate BMI thresholds for obesity status using a receiver operating characteristic. RESULTS: The unadjusted power was β = 2.08 (s = 0.02). The power for the general population (non-tribal) was β = 2.11 (s = 0.02). Powers when adjusted for tribe ranged from 1.87 to 2.35 with 24 of the 33 tribes resulting in statistically significant (p < 0.05) differences in powers from the general population. The coefficients of the adjusted terms ranged from −0.22 to 0.26 and therefore the scaling exponent does not deviate far from 2. Thresholds for BMI classification of overweight in the KNHANES database were BMI = 21 kg/m(2) (AUC = 0.89) for males 18 kg/m(2) (AUC = 0.97) for females. Obesity classification was calculated as BMI = 26 kg/m(2) (AUC = 0.81) and 23 kg/m(2) (AUC = 0.83) for females. CONCLUSIONS: Our study confirms that weight scales to height squared in Asian Indian males even after adjusting for tribe membership. We also demonstrate that optimal BMI thresholds are lower in a Korean population in comparison to currently used BMI thresholds. These results support the application of BMI in Asian populations with potentially lower thresholds. |
format | Online Article Text |
id | pubmed-6347591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63475912019-01-30 Allometric scaling of weight to height and resulting body mass index thresholds in two Asian populations Hood, Karoline Ashcraft, Jacob Watts, Krista Hong, Sangmo Choi, Woong Heymsfield, Steven B. Gautam, Rajesh K. Thomas, Diana Nutr Diabetes Article BACKGROUND: Body mass index (BMI) represents a normalization of weight to height and is used to classify adiposity. While the capacity of BMI as an adiposity index has been experimentally validated in Caucasians, but there has been little testing Asian populations. METHODS: To determine whether weight scales to height squared in Asian Indians across the general population and in Asian Indian tribes an allometric analysis on the power law model, W = αH(β), where W is weight (kg) and H is height (m) was performed on cross-sectional weight and height data from India (N = 43,880) collected through the Anthropological Survey of India. The database contained males 18–84 years of age spanning 161 districts of 14 states and including 33 different tribes (N = 5,549). Models were developed that were unadjusted and adjusted for tribe membership. The Korean National Health and Nutrition Examination Survey (KNHANES) was used to compare to height–weight data from the Anthropological Survey of India and to calculate BMI thresholds for obesity status using a receiver operating characteristic. RESULTS: The unadjusted power was β = 2.08 (s = 0.02). The power for the general population (non-tribal) was β = 2.11 (s = 0.02). Powers when adjusted for tribe ranged from 1.87 to 2.35 with 24 of the 33 tribes resulting in statistically significant (p < 0.05) differences in powers from the general population. The coefficients of the adjusted terms ranged from −0.22 to 0.26 and therefore the scaling exponent does not deviate far from 2. Thresholds for BMI classification of overweight in the KNHANES database were BMI = 21 kg/m(2) (AUC = 0.89) for males 18 kg/m(2) (AUC = 0.97) for females. Obesity classification was calculated as BMI = 26 kg/m(2) (AUC = 0.81) and 23 kg/m(2) (AUC = 0.83) for females. CONCLUSIONS: Our study confirms that weight scales to height squared in Asian Indian males even after adjusting for tribe membership. We also demonstrate that optimal BMI thresholds are lower in a Korean population in comparison to currently used BMI thresholds. These results support the application of BMI in Asian populations with potentially lower thresholds. Nature Publishing Group UK 2019-01-09 /pmc/articles/PMC6347591/ /pubmed/30683839 http://dx.doi.org/10.1038/s41387-018-0068-3 Text en © The Author(s) 2019 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Hood, Karoline Ashcraft, Jacob Watts, Krista Hong, Sangmo Choi, Woong Heymsfield, Steven B. Gautam, Rajesh K. Thomas, Diana Allometric scaling of weight to height and resulting body mass index thresholds in two Asian populations |
title | Allometric scaling of weight to height and resulting body mass index thresholds in two Asian populations |
title_full | Allometric scaling of weight to height and resulting body mass index thresholds in two Asian populations |
title_fullStr | Allometric scaling of weight to height and resulting body mass index thresholds in two Asian populations |
title_full_unstemmed | Allometric scaling of weight to height and resulting body mass index thresholds in two Asian populations |
title_short | Allometric scaling of weight to height and resulting body mass index thresholds in two Asian populations |
title_sort | allometric scaling of weight to height and resulting body mass index thresholds in two asian populations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6347591/ https://www.ncbi.nlm.nih.gov/pubmed/30683839 http://dx.doi.org/10.1038/s41387-018-0068-3 |
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