Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNIFESP |
Texto Completo: | https://dx.doi.org/10.1590/1516-3180.2016.0358280417 https://repositorio.unifesp.br/handle/11600/57396 |
Resumo: | BACKGROUND: Insulin resistance (IR) and progressive pancreatic beta-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 nondiabetic 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-beta 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-beta 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-beta, 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-beta. CONCLUSION: Among anthropometric obesity indicators, WHtR was most closely associated with occurrences of IR and predicted the onset of diabetes in obese individuals. |
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Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional studyAnthropometryObesityDiabetes mellitusBACKGROUND: Insulin resistance (IR) and progressive pancreatic beta-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 nondiabetic 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-beta 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-beta 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-beta, 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-beta. CONCLUSION: Among anthropometric obesity indicators, WHtR was most closely associated with occurrences of IR and predicted the onset of diabetes in obese individuals.Univ Fed Sao Paulo Unifesp, Sao Paulo, SP, BrazilUniv Fed Sao Paulo Unifesp, Dept Biosci, Sao Paulo, SP, BrazilUniv Fed Sao Paulo Unifesp, Dept Biosci, Dept Human Movement Sci, Sao Paulo, SP, BrazilAngiocorpore Inst Med Cardiovasc, Dept Cardiovasc Med, Sao Paulo, SP, BrazilFed Univ Sao Paulo Unifesp, Postgrad Program Food Nutr & Hlth, Sao Paulo, SP, BrazilUniv Fed Sao Paulo Unifesp, Lab Epidemiol & Human Movement, Sao Paulo, SP, BrazilUniv Fed Sao Paulo Unifesp, Dept Human Movement Sci, Sao Paulo, SP, BrazilUniv Fed Sao Paulo Unifesp, Sao Paulo, SP, BrazilUniv Fed Sao Paulo Unifesp, Dept Biosci, Sao Paulo, SP, BrazilUniv Fed Sao Paulo Unifesp, Dept Biosci, Dept Human Movement Sci, Sao Paulo, SP, BrazilFed Univ Sao Paulo Unifesp, Postgrad Program Food Nutr & Hlth, Sao Paulo, SP, BrazilUniv Fed Sao Paulo Unifesp, Lab Epidemiol & Human Movement, Sao Paulo, SP, BrazilUniv Fed Sao Paulo Unifesp, Dept Human Movement Sci, Sao Paulo, SP, BrazilWeb of ScienceFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)FAPESP: 2011/07282-6Associação Paulista Medicina2020-08-04T13:40:15Z2020-08-04T13:40:15Z2017info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersion462-468application/pdfhttps://dx.doi.org/10.1590/1516-3180.2016.0358280417Sao Paulo Medical Journal. Sao Paulo, v. 135, n. 5, p. 462-468, 2017.10.1590/1516-3180.2016.0358280417S1516-31802017000500462.pdf1516-3180S1516-31802017000500462https://repositorio.unifesp.br/handle/11600/57396WOS:000417223700008engSao Paulo Medical JournalSao Pauloinfo:eu-repo/semantics/openAccessJamar, Giovana [UNIFESP]Almeida, Flavio Rossi de [UNIFESP]Gagliardi, Antonio Ricardo de Toledo [UNIFESP]Sobral, Marianna Ribeiro [UNIFESP]Ping, Chao Tsai [UNIFESP]Sperandio, Evandro Fornias [UNIFESP]Romiti, Marcello [UNIFESP]Arantes, Rodolfo Leite [UNIFESP]Dourado, Victor Zuniga [UNIFESP]reponame:Repositório Institucional da UNIFESPinstname:Universidade Federal de São Paulo (UNIFESP)instacron:UNIFESP2024-07-31T07:48:45Zoai:repositorio.unifesp.br/:11600/57396Repositório InstitucionalPUBhttp://www.repositorio.unifesp.br/oai/requestbiblioteca.csp@unifesp.bropendoar:34652024-07-31T07:48:45Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)false |
dc.title.none.fl_str_mv |
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 |
spellingShingle |
Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study Jamar, Giovana [UNIFESP] Anthropometry Obesity Diabetes mellitus |
title_short |
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_sort |
Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study |
author |
Jamar, Giovana [UNIFESP] |
author_facet |
Jamar, Giovana [UNIFESP] Almeida, Flavio Rossi de [UNIFESP] Gagliardi, Antonio Ricardo de Toledo [UNIFESP] Sobral, Marianna Ribeiro [UNIFESP] Ping, Chao Tsai [UNIFESP] Sperandio, Evandro Fornias [UNIFESP] Romiti, Marcello [UNIFESP] Arantes, Rodolfo Leite [UNIFESP] Dourado, Victor Zuniga [UNIFESP] |
author_role |
author |
author2 |
Almeida, Flavio Rossi de [UNIFESP] Gagliardi, Antonio Ricardo de Toledo [UNIFESP] Sobral, Marianna Ribeiro [UNIFESP] Ping, Chao Tsai [UNIFESP] Sperandio, Evandro Fornias [UNIFESP] Romiti, Marcello [UNIFESP] Arantes, Rodolfo Leite [UNIFESP] Dourado, Victor Zuniga [UNIFESP] |
author2_role |
author author author author author author author author |
dc.contributor.author.fl_str_mv |
Jamar, Giovana [UNIFESP] Almeida, Flavio Rossi de [UNIFESP] Gagliardi, Antonio Ricardo de Toledo [UNIFESP] Sobral, Marianna Ribeiro [UNIFESP] Ping, Chao Tsai [UNIFESP] Sperandio, Evandro Fornias [UNIFESP] Romiti, Marcello [UNIFESP] Arantes, Rodolfo Leite [UNIFESP] Dourado, Victor Zuniga [UNIFESP] |
dc.subject.por.fl_str_mv |
Anthropometry Obesity Diabetes mellitus |
topic |
Anthropometry Obesity Diabetes mellitus |
description |
BACKGROUND: Insulin resistance (IR) and progressive pancreatic beta-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 nondiabetic 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-beta 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-beta 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-beta, 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-beta. CONCLUSION: Among anthropometric obesity indicators, WHtR was most closely associated with occurrences of IR and predicted the onset of diabetes in obese individuals. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017 2020-08-04T13:40:15Z 2020-08-04T13:40:15Z |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://dx.doi.org/10.1590/1516-3180.2016.0358280417 Sao Paulo Medical Journal. Sao Paulo, v. 135, n. 5, p. 462-468, 2017. 10.1590/1516-3180.2016.0358280417 S1516-31802017000500462.pdf 1516-3180 S1516-31802017000500462 https://repositorio.unifesp.br/handle/11600/57396 WOS:000417223700008 |
url |
https://dx.doi.org/10.1590/1516-3180.2016.0358280417 https://repositorio.unifesp.br/handle/11600/57396 |
identifier_str_mv |
Sao Paulo Medical Journal. Sao Paulo, v. 135, n. 5, p. 462-468, 2017. 10.1590/1516-3180.2016.0358280417 S1516-31802017000500462.pdf 1516-3180 S1516-31802017000500462 WOS:000417223700008 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Sao Paulo Medical Journal |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
462-468 application/pdf |
dc.coverage.none.fl_str_mv |
Sao Paulo |
dc.publisher.none.fl_str_mv |
Associação Paulista Medicina |
publisher.none.fl_str_mv |
Associação Paulista Medicina |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da UNIFESP instname:Universidade Federal de São Paulo (UNIFESP) instacron:UNIFESP |
instname_str |
Universidade Federal de São Paulo (UNIFESP) |
instacron_str |
UNIFESP |
institution |
UNIFESP |
reponame_str |
Repositório Institucional da UNIFESP |
collection |
Repositório Institucional da UNIFESP |
repository.name.fl_str_mv |
Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP) |
repository.mail.fl_str_mv |
biblioteca.csp@unifesp.br |
_version_ |
1814268292885381120 |