Evaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional study

Detalhes bibliográficos
Autor(a) principal: Jamar, Giovana [UNIFESP]
Data de Publicação: 2017
Outros Autores: 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]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNIFESP
Texto Completo: https://repositorio.unifesp.br/handle/11600/57396
https://dx.doi.org/10.1590/1516-3180.2016.0358280417
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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spelling 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]2020-08-04T13:40:15Z2020-08-04T13:40:15Z2017Sao Paulo Medical Journal. Sao Paulo, v. 135, n. 5, p. 462-468, 2017.1516-3180https://repositorio.unifesp.br/handle/11600/57396https://dx.doi.org/10.1590/1516-3180.2016.0358280417S1516-31802017000500462.pdfS1516-3180201700050046210.1590/1516-3180.2016.0358280417WOS:000417223700008BACKGROUND: 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.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)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, BrazilFAPESP: 2011/07282-6Web of Science462-468engAssociação Paulista MedicinaSao Paulo Medical JournalAnthropometryObesityDiabetes mellitusEvaluation of waist-to-height ratio as a predictor of insulin resistance in non-diabetic obese individuals. A cross-sectional studyinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleSao Paulo1355info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNIFESPinstname:Universidade Federal de São Paulo (UNIFESP)instacron:UNIFESPORIGINALS1516-31802017000500462.pdfapplication/pdf217737${dspace.ui.url}/bitstream/11600/57396/1/S1516-31802017000500462.pdfe1657ddd9bd27634ca32fb44290be5f6MD51open accessTEXTS1516-31802017000500462.pdf.txtS1516-31802017000500462.pdf.txtExtracted texttext/plain34976${dspace.ui.url}/bitstream/11600/57396/5/S1516-31802017000500462.pdf.txtf9909bfd3e15c566dc7aee7670361e0dMD55open accessTHUMBNAILS1516-31802017000500462.pdf.jpgS1516-31802017000500462.pdf.jpgIM Thumbnailimage/jpeg6549${dspace.ui.url}/bitstream/11600/57396/7/S1516-31802017000500462.pdf.jpgf994c3c0bd3f36abef4af26eae145f0dMD57open access11600/573962023-06-05 19:07:51.791open accessoai:repositorio.unifesp.br:11600/57396Repositório InstitucionalPUBhttp://www.repositorio.unifesp.br/oai/requestopendoar:34652023-06-05T22:07:51Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)false
dc.title.en.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.eng.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.issued.fl_str_mv 2017
dc.date.accessioned.fl_str_mv 2020-08-04T13:40:15Z
dc.date.available.fl_str_mv 2020-08-04T13:40:15Z
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dc.identifier.citation.fl_str_mv Sao Paulo Medical Journal. Sao Paulo, v. 135, n. 5, p. 462-468, 2017.
dc.identifier.uri.fl_str_mv https://repositorio.unifesp.br/handle/11600/57396
https://dx.doi.org/10.1590/1516-3180.2016.0358280417
dc.identifier.issn.none.fl_str_mv 1516-3180
dc.identifier.file.none.fl_str_mv S1516-31802017000500462.pdf
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identifier_str_mv Sao Paulo Medical Journal. Sao Paulo, v. 135, n. 5, p. 462-468, 2017.
1516-3180
S1516-31802017000500462.pdf
S1516-31802017000500462
10.1590/1516-3180.2016.0358280417
WOS:000417223700008
url https://repositorio.unifesp.br/handle/11600/57396
https://dx.doi.org/10.1590/1516-3180.2016.0358280417
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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
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