Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil study

Detalhes bibliográficos
Autor(a) principal: Maria de Fátima Haueisen Sander Diniz
Data de Publicação: 2020
Outros Autores: Alline Maria Rezende Beleigoli, Maria Inês Schmidt, Bruce B. Duncan, Antônio Luiz P. Ribeiro, Pedro G. Vidigal, Isabela M. Benseñor, Paulo A. Lotufo, Itamar S. Santos, Rosane H. Griep, Sandhi Maria Barreto
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Cadernos de Saúde Pública
Texto Completo: https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7301
Resumo: Homeostasis model assessment of insulin resistance (HOMA-IR) is a method to measure insulin resistance. HOMA-IR cut-offs for identifying metabolic syndrome might vary across populations and body mass index (BMI) levels. We aimed to investigate HOMA-insulin resistance cut-offs that best discriminate individuals with insulin resistance and with metabolic syndrome for each BMI category in a large sample of adults without diabetes in the baseline of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). Among the 12,313 participants with mean age of 51.2 (SD 8.9) years, the prevalence of metabolic syndrome was 34.6%, and 60.1% had overweight or obesity. The prevalence of metabolic syndrome among normal weight, overweight and obesity categories were, respectively, 13%, 43.2% and 60.7%. The point of maximum combined sensitivity and specificity of HOMA-IR to discriminate the metabolic syndrome was 2.35 in the whole sample, with increasing values at higher BMI categories. This investigation contributes to better understanding HOMA-IR values associated with insulin resistance and metabolic syndrome in a large Brazilian adult sample, and that use of cut-off points according to ROC curve may be the better strategy. It also suggests that different values might be appropriate across BMI categories.
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spelling Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil studyMetabolic SyndromeInsulin ResistanceCohort StudiesHomeostasis model assessment of insulin resistance (HOMA-IR) is a method to measure insulin resistance. HOMA-IR cut-offs for identifying metabolic syndrome might vary across populations and body mass index (BMI) levels. We aimed to investigate HOMA-insulin resistance cut-offs that best discriminate individuals with insulin resistance and with metabolic syndrome for each BMI category in a large sample of adults without diabetes in the baseline of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). Among the 12,313 participants with mean age of 51.2 (SD 8.9) years, the prevalence of metabolic syndrome was 34.6%, and 60.1% had overweight or obesity. The prevalence of metabolic syndrome among normal weight, overweight and obesity categories were, respectively, 13%, 43.2% and 60.7%. The point of maximum combined sensitivity and specificity of HOMA-IR to discriminate the metabolic syndrome was 2.35 in the whole sample, with increasing values at higher BMI categories. This investigation contributes to better understanding HOMA-IR values associated with insulin resistance and metabolic syndrome in a large Brazilian adult sample, and that use of cut-off points according to ROC curve may be the better strategy. It also suggests that different values might be appropriate across BMI categories.El modelo homeostático para evaluar la resistencia a la insulina (HOMA-IR) es un método para medir la resistencia a la insulina. Los cortes HOMA-IR para identificar el síndrome metabólico pueden variar entre las poblaciones y los niveles del índice de masa corporal (IMC). El objetivo fue investigar los cortes de HOMA-IR que mejor discriminaban individuos con resistencia a la insulina y con síndrome metabólico para cada categoría de IMC, en una extensa muestra de adultos sin diabetes en la base de referencia del Estudio Longitudinal de Salud del Adulto (ELSA-Brasil). Entre los 12.313 participantes con una media de edad de 51,2 años (DE 8,9), la prevalencia de síndrome metabólico fue 34,6%, y un 60,1% sufría sobrepeso u obesidad. La prevalencia de síndrome metabólico entre las categorías: peso normal, sobrepeso y obesidad fueron respectivamente, 13%, 43,2% y 60,7%. El punto de máxima sensibilidad combinada y especificidad de HOMA-IR para discriminar el síndrome metabólico fue 2,35 en toda la muestra, con valores crecientes en las categorías de IMC más altas. Esta investigación contribuye a entender mejor los valores HOMA-IR, asociados con resistencia a la insulina y síndrome metabólico en una gran muestra de adultos brasileños, además del planteamiento de que el uso de puntos de corte según la curva ROC es quizás la mejor estrategia a seguir. También sugiere que valores diferentes pueden ser apropiados a través de las categorías de IMC.O modelo de avaliação da homeostase da resistência à insulina (HOMA-IR) é um método para medir a resistência à insulina. Os pontos de corte do HOMA-IR para identificar a síndrome metabólica podem variar entre as populações e os níveis de índice de massa corporal (IMC). Nosso objetivo foi investigar os pontos de corte do HOMA-IR que melhor discriminam indivíduos com resistência à insulina e com síndrome metabólica para cada categoria de IMC em uma grande amostra de adultos sem diabetes na linha de base do Estudo Longitudinal de Saúde do Adulto (ELSA-Brasil). Entre os 12.313 participantes com média de idade de 51,2 (DP 8,9) anos, a prevalência de síndrome metabólica foi de 34,6%, e 60,1% apresentavam sobrepeso ou obesidade. As prevalências de síndrome metabólica nas categorias de peso normal, sobrepeso e obesidade foram, respectivamente, 13%, 43,2% e 60,7%. O ponto de máxima sensibilidade e especificidade combinadas do HOMA-IR para discriminar a síndrome metabólica foi de 2,35 em toda a amostra, com valores crescentes nas categorias de IMC mais elevadas. Esta investigação contribui para o melhor entendimento dos valores de HOMA-IR associados à resistência à insulina e síndrome metabólica em uma grande amostra de adultos brasileiros, e que o uso de pontos de corte de acordo com a curva ROC pode ser a melhor estratégia. Também sugere que valores diferentes podem ser apropriados nas categorias de IMC.Reports in Public HealthCadernos de Saúde Pública2020-09-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7301Reports in Public Health; Vol. 36 No. 8 (2020): AugustCadernos de Saúde Pública; v. 36 n. 8 (2020): Agosto 1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZenghttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7301/16048https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7301/16049Maria de Fátima Haueisen Sander DinizAlline Maria Rezende BeleigoliMaria Inês SchmidtBruce B. DuncanAntônio Luiz P. RibeiroPedro G. VidigalIsabela M. BenseñorPaulo A. LotufoItamar S. SantosRosane H. GriepSandhi Maria Barretoinfo:eu-repo/semantics/openAccess2024-03-06T15:29:53Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/7301Revistahttps://cadernos.ensp.fiocruz.br/ojs/index.php/csphttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/oaicadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br1678-44640102-311Xopendoar:2024-03-06T13:08:23.969681Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true
dc.title.none.fl_str_mv Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil study
title Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil study
spellingShingle Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil study
Maria de Fátima Haueisen Sander Diniz
Metabolic Syndrome
Insulin Resistance
Cohort Studies
title_short Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil study
title_full Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil study
title_fullStr Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil study
title_full_unstemmed Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil study
title_sort Homeostasis model assessment of insulin resistance (HOMA-IR) and metabolic syndrome at baseline of a multicentric Brazilian cohort: ELSA-Brasil study
author Maria de Fátima Haueisen Sander Diniz
author_facet Maria de Fátima Haueisen Sander Diniz
Alline Maria Rezende Beleigoli
Maria Inês Schmidt
Bruce B. Duncan
Antônio Luiz P. Ribeiro
Pedro G. Vidigal
Isabela M. Benseñor
Paulo A. Lotufo
Itamar S. Santos
Rosane H. Griep
Sandhi Maria Barreto
author_role author
author2 Alline Maria Rezende Beleigoli
Maria Inês Schmidt
Bruce B. Duncan
Antônio Luiz P. Ribeiro
Pedro G. Vidigal
Isabela M. Benseñor
Paulo A. Lotufo
Itamar S. Santos
Rosane H. Griep
Sandhi Maria Barreto
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Maria de Fátima Haueisen Sander Diniz
Alline Maria Rezende Beleigoli
Maria Inês Schmidt
Bruce B. Duncan
Antônio Luiz P. Ribeiro
Pedro G. Vidigal
Isabela M. Benseñor
Paulo A. Lotufo
Itamar S. Santos
Rosane H. Griep
Sandhi Maria Barreto
dc.subject.por.fl_str_mv Metabolic Syndrome
Insulin Resistance
Cohort Studies
topic Metabolic Syndrome
Insulin Resistance
Cohort Studies
description Homeostasis model assessment of insulin resistance (HOMA-IR) is a method to measure insulin resistance. HOMA-IR cut-offs for identifying metabolic syndrome might vary across populations and body mass index (BMI) levels. We aimed to investigate HOMA-insulin resistance cut-offs that best discriminate individuals with insulin resistance and with metabolic syndrome for each BMI category in a large sample of adults without diabetes in the baseline of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). Among the 12,313 participants with mean age of 51.2 (SD 8.9) years, the prevalence of metabolic syndrome was 34.6%, and 60.1% had overweight or obesity. The prevalence of metabolic syndrome among normal weight, overweight and obesity categories were, respectively, 13%, 43.2% and 60.7%. The point of maximum combined sensitivity and specificity of HOMA-IR to discriminate the metabolic syndrome was 2.35 in the whole sample, with increasing values at higher BMI categories. This investigation contributes to better understanding HOMA-IR values associated with insulin resistance and metabolic syndrome in a large Brazilian adult sample, and that use of cut-off points according to ROC curve may be the better strategy. It also suggests that different values might be appropriate across BMI categories.
publishDate 2020
dc.date.none.fl_str_mv 2020-09-02
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
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dc.identifier.uri.fl_str_mv https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7301
url https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7301
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7301/16048
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7301/16049
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
application/pdf
dc.publisher.none.fl_str_mv Reports in Public Health
Cadernos de Saúde Pública
publisher.none.fl_str_mv Reports in Public Health
Cadernos de Saúde Pública
dc.source.none.fl_str_mv Reports in Public Health; Vol. 36 No. 8 (2020): August
Cadernos de Saúde Pública; v. 36 n. 8 (2020): Agosto
1678-4464
0102-311X
reponame:Cadernos de Saúde Pública
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
instname_str Fundação Oswaldo Cruz (FIOCRUZ)
instacron_str FIOCRUZ
institution FIOCRUZ
reponame_str Cadernos de Saúde Pública
collection Cadernos de Saúde Pública
repository.name.fl_str_mv Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)
repository.mail.fl_str_mv cadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br
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