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Epidemiologic Behavior and Estimation of an Optimal Cut-Off Point for Homeostasis Model Assessment-2 Insulin Resistance: A Report from a Venezuelan Population
Background. Mathematical models such as Homeostasis Model Assessment have gained popularity in the evaluation of insulin resistance (IR). The purpose of this study was to estimate the optimal cut-off point for Homeostasis Model Assessment-2 Insulin Resistance (HOMA2-IR) in an adult population of Mar...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4897148/ https://www.ncbi.nlm.nih.gov/pubmed/27379332 http://dx.doi.org/10.1155/2014/616271 |
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author | Bermúdez, Valmore Rojas, Joselyn Martínez, María Sofía Apruzzese, Vanessa Chávez-Castillo, Mervin Gonzalez, Robys Torres, Yaquelín Salazar, Juan Bello, Luis Añez, Roberto Chacín, Maricarmen Toledo, Alexandra Cabrera, Mayela Mengual, Edgardo Ávila, Raquel Pachano, Freddy López-Miranda, José |
author_facet | Bermúdez, Valmore Rojas, Joselyn Martínez, María Sofía Apruzzese, Vanessa Chávez-Castillo, Mervin Gonzalez, Robys Torres, Yaquelín Salazar, Juan Bello, Luis Añez, Roberto Chacín, Maricarmen Toledo, Alexandra Cabrera, Mayela Mengual, Edgardo Ávila, Raquel Pachano, Freddy López-Miranda, José |
author_sort | Bermúdez, Valmore |
collection | PubMed |
description | Background. Mathematical models such as Homeostasis Model Assessment have gained popularity in the evaluation of insulin resistance (IR). The purpose of this study was to estimate the optimal cut-off point for Homeostasis Model Assessment-2 Insulin Resistance (HOMA2-IR) in an adult population of Maracaibo, Venezuela. Methods. Descriptive, cross-sectional study with randomized, multistaged sampling included 2,026 adult individuals. IR was evaluated through HOMA2-IR calculation in 602 metabolically healthy individuals. For cut-off point estimation, two approaches were applied: HOMA2-IR percentile distribution and construction of ROC curves using sensitivity and specificity for selection. Results. HOMA2-IR arithmetic mean for the general population was 2.21 ± 1.42, with 2.18 ± 1.37 for women and 2.23 ± 1.47 for men (P = 0.466). When calculating HOMA2-IR for the healthy reference population, the resulting p75 was 2.00. Using ROC curves, the selected cut-off point was 1.95, with an area under the curve of 0.801, sensibility of 75.3%, and specificity of 72.8%. Conclusions. We propose an optimal cut-off point of 2.00 for HOMA2-IR, offering high sensitivity and specificity, sufficient for proper assessment of IR in the adult population of our city, Maracaibo. The determination of population-specific cut-off points is needed to evaluate risk for public health problems, such as obesity and metabolic syndrome. |
format | Online Article Text |
id | pubmed-4897148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-48971482016-07-04 Epidemiologic Behavior and Estimation of an Optimal Cut-Off Point for Homeostasis Model Assessment-2 Insulin Resistance: A Report from a Venezuelan Population Bermúdez, Valmore Rojas, Joselyn Martínez, María Sofía Apruzzese, Vanessa Chávez-Castillo, Mervin Gonzalez, Robys Torres, Yaquelín Salazar, Juan Bello, Luis Añez, Roberto Chacín, Maricarmen Toledo, Alexandra Cabrera, Mayela Mengual, Edgardo Ávila, Raquel Pachano, Freddy López-Miranda, José Int Sch Res Notices Research Article Background. Mathematical models such as Homeostasis Model Assessment have gained popularity in the evaluation of insulin resistance (IR). The purpose of this study was to estimate the optimal cut-off point for Homeostasis Model Assessment-2 Insulin Resistance (HOMA2-IR) in an adult population of Maracaibo, Venezuela. Methods. Descriptive, cross-sectional study with randomized, multistaged sampling included 2,026 adult individuals. IR was evaluated through HOMA2-IR calculation in 602 metabolically healthy individuals. For cut-off point estimation, two approaches were applied: HOMA2-IR percentile distribution and construction of ROC curves using sensitivity and specificity for selection. Results. HOMA2-IR arithmetic mean for the general population was 2.21 ± 1.42, with 2.18 ± 1.37 for women and 2.23 ± 1.47 for men (P = 0.466). When calculating HOMA2-IR for the healthy reference population, the resulting p75 was 2.00. Using ROC curves, the selected cut-off point was 1.95, with an area under the curve of 0.801, sensibility of 75.3%, and specificity of 72.8%. Conclusions. We propose an optimal cut-off point of 2.00 for HOMA2-IR, offering high sensitivity and specificity, sufficient for proper assessment of IR in the adult population of our city, Maracaibo. The determination of population-specific cut-off points is needed to evaluate risk for public health problems, such as obesity and metabolic syndrome. Hindawi Publishing Corporation 2014-10-29 /pmc/articles/PMC4897148/ /pubmed/27379332 http://dx.doi.org/10.1155/2014/616271 Text en Copyright © 2014 Valmore Bermúdez et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Bermúdez, Valmore Rojas, Joselyn Martínez, María Sofía Apruzzese, Vanessa Chávez-Castillo, Mervin Gonzalez, Robys Torres, Yaquelín Salazar, Juan Bello, Luis Añez, Roberto Chacín, Maricarmen Toledo, Alexandra Cabrera, Mayela Mengual, Edgardo Ávila, Raquel Pachano, Freddy López-Miranda, José Epidemiologic Behavior and Estimation of an Optimal Cut-Off Point for Homeostasis Model Assessment-2 Insulin Resistance: A Report from a Venezuelan Population |
title | Epidemiologic Behavior and Estimation of an Optimal Cut-Off Point for Homeostasis Model Assessment-2 Insulin Resistance: A Report from a Venezuelan Population |
title_full | Epidemiologic Behavior and Estimation of an Optimal Cut-Off Point for Homeostasis Model Assessment-2 Insulin Resistance: A Report from a Venezuelan Population |
title_fullStr | Epidemiologic Behavior and Estimation of an Optimal Cut-Off Point for Homeostasis Model Assessment-2 Insulin Resistance: A Report from a Venezuelan Population |
title_full_unstemmed | Epidemiologic Behavior and Estimation of an Optimal Cut-Off Point for Homeostasis Model Assessment-2 Insulin Resistance: A Report from a Venezuelan Population |
title_short | Epidemiologic Behavior and Estimation of an Optimal Cut-Off Point for Homeostasis Model Assessment-2 Insulin Resistance: A Report from a Venezuelan Population |
title_sort | epidemiologic behavior and estimation of an optimal cut-off point for homeostasis model assessment-2 insulin resistance: a report from a venezuelan population |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4897148/ https://www.ncbi.nlm.nih.gov/pubmed/27379332 http://dx.doi.org/10.1155/2014/616271 |
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