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Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study
BACKGROUND: Insulin resistance (IR) and progressive pancreatic β-cell dysfunction have been identified as the two fundamental features in the pathogenesis of obesity and non-insulin-dependent diabetes mellitus. We aimed to investigate correlations between anthropometric indices of obesity and IR in...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Associação Paulista de Medicina - APM
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027251/ https://www.ncbi.nlm.nih.gov/pubmed/29116305 http://dx.doi.org/10.1590/1516-3180.2016.0358280417 |
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author | Jamar, Giovana de Almeida, Flávio Rossi Gagliardi, Antonio Sobral, Marianna Ribeiro Ping, Chao Tsai Sperandio, Evandro Romiti, Marcelo Arantes, Rodolfo Dourado, Victor Zuniga |
author_facet | Jamar, Giovana de Almeida, Flávio Rossi Gagliardi, Antonio Sobral, Marianna Ribeiro Ping, Chao Tsai Sperandio, Evandro Romiti, Marcelo Arantes, Rodolfo Dourado, Victor Zuniga |
author_sort | Jamar, Giovana |
collection | PubMed |
description | BACKGROUND: Insulin resistance (IR) and progressive pancreatic β-cell dysfunction have been identified as the two fundamental features in the pathogenesis of obesity and non-insulin-dependent diabetes mellitus. We aimed to investigate correlations between anthropometric indices of obesity and IR in non-diabetic obese individuals, and the cutoff value from receiver operating characteristic (ROC) curve analysis. DESIGN AND SETTING: Cross-sectional study conducted in a private clinic. METHODS: We included obese individuals (body mass index, BMI ≥ 30 kg/m(2)) with no diabetes mellitus (fasting glucose levels ≤ 126 mg/dl). The participants were evaluated for the presence of cardiovascular risk factors and through anthropometric measurements and biochemical tests. Furthermore, IR was assessed indirectly using the homeostatic model assessment (HOMA)-IR and HOMA-β indexes. The area under the curve (AUC) of the variables was compared. The sensitivity, specificity and cutoff of each variable for diagnosing IR were calculated. RESULTS: The most promising anthropometric parameters for indicating IR in non-diabetic obese individuals were waist-to-height ratio (WHtR), waist circumference (WC) and BMI. WHtR proved to be an independent predictor of IR, with risk increased by 0.53% in HOMA-IR, 5.3% in HOMA-β and 1.14% in insulin. For HOMA-IR, WHtR had the highest AUC value (0.98), followed by WC (0.93) and BMI (0.81). For HOMA-β, WHtR also had the highest AUC value (0.83), followed by WC (0.75) and BMI (0.73). The optimal WHtR cutoff was 0.65 for HOMA-IR and 0.67 for HOMA-β. CONCLUSION: Among anthropometric obesity indicators, WHtR was most closely associated with occurrences of IR and predicted the onset of diabetes in obese individuals. |
format | Online Article Text |
id | pubmed-10027251 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Associação Paulista de Medicina - APM |
record_format | MEDLINE/PubMed |
spelling | pubmed-100272512023-03-21 Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study Jamar, Giovana de Almeida, Flávio Rossi Gagliardi, Antonio Sobral, Marianna Ribeiro Ping, Chao Tsai Sperandio, Evandro Romiti, Marcelo Arantes, Rodolfo Dourado, Victor Zuniga Sao Paulo Med J Original Article BACKGROUND: Insulin resistance (IR) and progressive pancreatic β-cell dysfunction have been identified as the two fundamental features in the pathogenesis of obesity and non-insulin-dependent diabetes mellitus. We aimed to investigate correlations between anthropometric indices of obesity and IR in non-diabetic obese individuals, and the cutoff value from receiver operating characteristic (ROC) curve analysis. DESIGN AND SETTING: Cross-sectional study conducted in a private clinic. METHODS: We included obese individuals (body mass index, BMI ≥ 30 kg/m(2)) with no diabetes mellitus (fasting glucose levels ≤ 126 mg/dl). The participants were evaluated for the presence of cardiovascular risk factors and through anthropometric measurements and biochemical tests. Furthermore, IR was assessed indirectly using the homeostatic model assessment (HOMA)-IR and HOMA-β indexes. The area under the curve (AUC) of the variables was compared. The sensitivity, specificity and cutoff of each variable for diagnosing IR were calculated. RESULTS: The most promising anthropometric parameters for indicating IR in non-diabetic obese individuals were waist-to-height ratio (WHtR), waist circumference (WC) and BMI. WHtR proved to be an independent predictor of IR, with risk increased by 0.53% in HOMA-IR, 5.3% in HOMA-β and 1.14% in insulin. For HOMA-IR, WHtR had the highest AUC value (0.98), followed by WC (0.93) and BMI (0.81). For HOMA-β, WHtR also had the highest AUC value (0.83), followed by WC (0.75) and BMI (0.73). The optimal WHtR cutoff was 0.65 for HOMA-IR and 0.67 for HOMA-β. CONCLUSION: Among anthropometric obesity indicators, WHtR was most closely associated with occurrences of IR and predicted the onset of diabetes in obese individuals. Associação Paulista de Medicina - APM 2017-11-06 /pmc/articles/PMC10027251/ /pubmed/29116305 http://dx.doi.org/10.1590/1516-3180.2016.0358280417 Text en © 2022 by Associação Paulista de Medicina https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons license. |
spellingShingle | Original Article Jamar, Giovana de Almeida, Flávio Rossi Gagliardi, Antonio Sobral, Marianna Ribeiro Ping, Chao Tsai Sperandio, Evandro Romiti, Marcelo Arantes, Rodolfo Dourado, Victor Zuniga Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study |
title | Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study |
title_full | Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study |
title_fullStr | Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study |
title_full_unstemmed | Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study |
title_short | Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study |
title_sort | evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. a cross-sectional study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027251/ https://www.ncbi.nlm.nih.gov/pubmed/29116305 http://dx.doi.org/10.1590/1516-3180.2016.0358280417 |
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