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Defining Insulin Resistance From Hyperinsulinemic-Euglycemic Clamps
OBJECTIVE: This study was designed to determine a cutoff point for identifying insulin resistance from hyperinsulinemic-euglycemic clamp studies performed at 120 mU/m(2) ⋅ min in a white population and to generate equations from routinely measured clinic and blood variables for predicting clamp-deri...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3379600/ https://www.ncbi.nlm.nih.gov/pubmed/22511259 http://dx.doi.org/10.2337/dc11-2339 |
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author | Tam, Charmaine S. Xie, Wenting Johnson, William D. Cefalu, William T. Redman, Leanne M. Ravussin, Eric |
author_facet | Tam, Charmaine S. Xie, Wenting Johnson, William D. Cefalu, William T. Redman, Leanne M. Ravussin, Eric |
author_sort | Tam, Charmaine S. |
collection | PubMed |
description | OBJECTIVE: This study was designed to determine a cutoff point for identifying insulin resistance from hyperinsulinemic-euglycemic clamp studies performed at 120 mU/m(2) ⋅ min in a white population and to generate equations from routinely measured clinic and blood variables for predicting clamp-derived glucose disposal rate (GDR), i.e., insulin sensitivity. RESEARCH DESIGN AND METHODS: We assembled data from hyperinsulinemic-euglycemic clamps (120 mU/m(2) ⋅ min insulin dose) performed at the Pennington Biomedical Research Center between 2001 and 2011. Subjects were divided into subjects with diabetes (n = 51) and subjects without diabetes (n = 116) by self-report and/or fasting glucose ≥126 mg/dL. RESULTS: We found that 75% of individuals with a GDR <5.6 mg/kg fat-free mass (FFM) + 17.7 ⋅ min were truly insulin resistant. Cutoff values for GDRs normalized for body weight, body surface area, or FFM were 4.9 mg/kg ⋅ min, 212.2 mg/m(2) ⋅ min, and 7.3 mg/kgFFM ⋅ min, respectively. Next, we used classification tree models to predict GDR from routinely measured clinical and biochemical variables. We found that individual insulin resistance could be estimated with good sensitivity (89%) and specificity (67%) from the homeostasis model assessment of insulin resistance (HOMA-IR) >5.9 or 2.8< HOMA-IR <5.9 with HDL <51 mg/dL. CONCLUSIONS: We developed a cutoff for defining insulin resistance from hyperinsulinemic-euglycemic clamps. Moreover, we now provide classification trees for predicting insulin resistance from routinely measured clinical and biochemical markers. These findings extend the clamp from a research tool to providing a clinically meaningful message for participants in research studies, potentially providing greater opportunity for earlier recognition of insulin resistance. |
format | Online Article Text |
id | pubmed-3379600 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-33796002013-07-01 Defining Insulin Resistance From Hyperinsulinemic-Euglycemic Clamps Tam, Charmaine S. Xie, Wenting Johnson, William D. Cefalu, William T. Redman, Leanne M. Ravussin, Eric Diabetes Care Original Research OBJECTIVE: This study was designed to determine a cutoff point for identifying insulin resistance from hyperinsulinemic-euglycemic clamp studies performed at 120 mU/m(2) ⋅ min in a white population and to generate equations from routinely measured clinic and blood variables for predicting clamp-derived glucose disposal rate (GDR), i.e., insulin sensitivity. RESEARCH DESIGN AND METHODS: We assembled data from hyperinsulinemic-euglycemic clamps (120 mU/m(2) ⋅ min insulin dose) performed at the Pennington Biomedical Research Center between 2001 and 2011. Subjects were divided into subjects with diabetes (n = 51) and subjects without diabetes (n = 116) by self-report and/or fasting glucose ≥126 mg/dL. RESULTS: We found that 75% of individuals with a GDR <5.6 mg/kg fat-free mass (FFM) + 17.7 ⋅ min were truly insulin resistant. Cutoff values for GDRs normalized for body weight, body surface area, or FFM were 4.9 mg/kg ⋅ min, 212.2 mg/m(2) ⋅ min, and 7.3 mg/kgFFM ⋅ min, respectively. Next, we used classification tree models to predict GDR from routinely measured clinical and biochemical variables. We found that individual insulin resistance could be estimated with good sensitivity (89%) and specificity (67%) from the homeostasis model assessment of insulin resistance (HOMA-IR) >5.9 or 2.8< HOMA-IR <5.9 with HDL <51 mg/dL. CONCLUSIONS: We developed a cutoff for defining insulin resistance from hyperinsulinemic-euglycemic clamps. Moreover, we now provide classification trees for predicting insulin resistance from routinely measured clinical and biochemical markers. These findings extend the clamp from a research tool to providing a clinically meaningful message for participants in research studies, potentially providing greater opportunity for earlier recognition of insulin resistance. American Diabetes Association 2012-07 2012-06-12 /pmc/articles/PMC3379600/ /pubmed/22511259 http://dx.doi.org/10.2337/dc11-2339 Text en © 2012 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details. |
spellingShingle | Original Research Tam, Charmaine S. Xie, Wenting Johnson, William D. Cefalu, William T. Redman, Leanne M. Ravussin, Eric Defining Insulin Resistance From Hyperinsulinemic-Euglycemic Clamps |
title | Defining Insulin Resistance From Hyperinsulinemic-Euglycemic Clamps |
title_full | Defining Insulin Resistance From Hyperinsulinemic-Euglycemic Clamps |
title_fullStr | Defining Insulin Resistance From Hyperinsulinemic-Euglycemic Clamps |
title_full_unstemmed | Defining Insulin Resistance From Hyperinsulinemic-Euglycemic Clamps |
title_short | Defining Insulin Resistance From Hyperinsulinemic-Euglycemic Clamps |
title_sort | defining insulin resistance from hyperinsulinemic-euglycemic clamps |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3379600/ https://www.ncbi.nlm.nih.gov/pubmed/22511259 http://dx.doi.org/10.2337/dc11-2339 |
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