Cargando…
Oral minimal model-based estimates of insulin sensitivity in obese youth depend on oral glucose tolerance test protocol duration
INTRODUCTION: The Oral Minimal Model (OMM), a differential-equations based mathematical model of glucose-insulin dynamics, utilizes data from a frequently sampled oral glucose tolerance test (OGTT) to quantify insulin sensitivity ([Formula: see text]). OMM-based estimates of [Formula: see text] can...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7817496/ https://www.ncbi.nlm.nih.gov/pubmed/33511337 http://dx.doi.org/10.1016/j.metop.2021.100078 |
_version_ | 1783638651581759488 |
---|---|
author | Bartlette, Kai Carreau, Anne-Marie Xie, Danielle Garcia-Reyes, Yesenia Rahat, Haseeb Pyle, Laura Nadeau, Kristen J. Cree-Green, Melanie Diniz Behn, Cecilia |
author_facet | Bartlette, Kai Carreau, Anne-Marie Xie, Danielle Garcia-Reyes, Yesenia Rahat, Haseeb Pyle, Laura Nadeau, Kristen J. Cree-Green, Melanie Diniz Behn, Cecilia |
author_sort | Bartlette, Kai |
collection | PubMed |
description | INTRODUCTION: The Oral Minimal Model (OMM), a differential-equations based mathematical model of glucose-insulin dynamics, utilizes data from a frequently sampled oral glucose tolerance test (OGTT) to quantify insulin sensitivity ([Formula: see text]). OMM-based estimates of [Formula: see text] can detect differences in insulin resistance (IR) across population groups and quantify effects of clinical or behavioral interventions. These estimates of [Formula: see text] have been validated in healthy adults using data from OGTTs with durations from 2 to 7 h. However, data demonstrating how protocol duration affects [Formula: see text] estimates in highly IR populations such as adolescents with obesity are limited. METHODS: A 6-h frequently sampled OGTT was performed in adolescent females with obesity. Two, 3-, and 4- hour implementations of OMM assuming an exponentially-decaying rate of glucose appearance beyond measured glucose concentrations were compared to the 6-h implementation. A 4- hour OMM implementation with truncated data (4h Tr) was also considered. RESULTS: Data from 68 participants were included (age 15.8 ± 1.2 years, BMI 35.4 ± 5.6 kg/m(2)). Although [Formula: see text] values were highly correlated for all implementations, they varied with protocol duration (2h: 2.86 ± 3.31, 3h: 2.55 ± 2.62, 4h: 2.81 ± 2.59, 4h tr: 3.13 ± 3.14, 6h: 3.06 ± 2.85 x 10(-4) dl/kg/min per U/ml). [Formula: see text] estimates based on 2 or 3 h of data underestimated [Formula: see text] values, whereas 4-h [Formula: see text] estimates more closely approximated 6-h [Formula: see text] values. DISCUSSION: These results suggest that OGTT protocol duration should be considered when implementing OMM to estimate [Formula: see text] in adolescents with obesity and other IR populations. |
format | Online Article Text |
id | pubmed-7817496 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-78174962021-01-27 Oral minimal model-based estimates of insulin sensitivity in obese youth depend on oral glucose tolerance test protocol duration Bartlette, Kai Carreau, Anne-Marie Xie, Danielle Garcia-Reyes, Yesenia Rahat, Haseeb Pyle, Laura Nadeau, Kristen J. Cree-Green, Melanie Diniz Behn, Cecilia Metabol Open Original Research Paper INTRODUCTION: The Oral Minimal Model (OMM), a differential-equations based mathematical model of glucose-insulin dynamics, utilizes data from a frequently sampled oral glucose tolerance test (OGTT) to quantify insulin sensitivity ([Formula: see text]). OMM-based estimates of [Formula: see text] can detect differences in insulin resistance (IR) across population groups and quantify effects of clinical or behavioral interventions. These estimates of [Formula: see text] have been validated in healthy adults using data from OGTTs with durations from 2 to 7 h. However, data demonstrating how protocol duration affects [Formula: see text] estimates in highly IR populations such as adolescents with obesity are limited. METHODS: A 6-h frequently sampled OGTT was performed in adolescent females with obesity. Two, 3-, and 4- hour implementations of OMM assuming an exponentially-decaying rate of glucose appearance beyond measured glucose concentrations were compared to the 6-h implementation. A 4- hour OMM implementation with truncated data (4h Tr) was also considered. RESULTS: Data from 68 participants were included (age 15.8 ± 1.2 years, BMI 35.4 ± 5.6 kg/m(2)). Although [Formula: see text] values were highly correlated for all implementations, they varied with protocol duration (2h: 2.86 ± 3.31, 3h: 2.55 ± 2.62, 4h: 2.81 ± 2.59, 4h tr: 3.13 ± 3.14, 6h: 3.06 ± 2.85 x 10(-4) dl/kg/min per U/ml). [Formula: see text] estimates based on 2 or 3 h of data underestimated [Formula: see text] values, whereas 4-h [Formula: see text] estimates more closely approximated 6-h [Formula: see text] values. DISCUSSION: These results suggest that OGTT protocol duration should be considered when implementing OMM to estimate [Formula: see text] in adolescents with obesity and other IR populations. Elsevier 2021-01-07 /pmc/articles/PMC7817496/ /pubmed/33511337 http://dx.doi.org/10.1016/j.metop.2021.100078 Text en © 2021 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Paper Bartlette, Kai Carreau, Anne-Marie Xie, Danielle Garcia-Reyes, Yesenia Rahat, Haseeb Pyle, Laura Nadeau, Kristen J. Cree-Green, Melanie Diniz Behn, Cecilia Oral minimal model-based estimates of insulin sensitivity in obese youth depend on oral glucose tolerance test protocol duration |
title | Oral minimal model-based estimates of insulin sensitivity in obese youth depend on oral glucose tolerance test protocol duration |
title_full | Oral minimal model-based estimates of insulin sensitivity in obese youth depend on oral glucose tolerance test protocol duration |
title_fullStr | Oral minimal model-based estimates of insulin sensitivity in obese youth depend on oral glucose tolerance test protocol duration |
title_full_unstemmed | Oral minimal model-based estimates of insulin sensitivity in obese youth depend on oral glucose tolerance test protocol duration |
title_short | Oral minimal model-based estimates of insulin sensitivity in obese youth depend on oral glucose tolerance test protocol duration |
title_sort | oral minimal model-based estimates of insulin sensitivity in obese youth depend on oral glucose tolerance test protocol duration |
topic | Original Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7817496/ https://www.ncbi.nlm.nih.gov/pubmed/33511337 http://dx.doi.org/10.1016/j.metop.2021.100078 |
work_keys_str_mv | AT bartlettekai oralminimalmodelbasedestimatesofinsulinsensitivityinobeseyouthdependonoralglucosetolerancetestprotocolduration AT carreauannemarie oralminimalmodelbasedestimatesofinsulinsensitivityinobeseyouthdependonoralglucosetolerancetestprotocolduration AT xiedanielle oralminimalmodelbasedestimatesofinsulinsensitivityinobeseyouthdependonoralglucosetolerancetestprotocolduration AT garciareyesyesenia oralminimalmodelbasedestimatesofinsulinsensitivityinobeseyouthdependonoralglucosetolerancetestprotocolduration AT rahathaseeb oralminimalmodelbasedestimatesofinsulinsensitivityinobeseyouthdependonoralglucosetolerancetestprotocolduration AT pylelaura oralminimalmodelbasedestimatesofinsulinsensitivityinobeseyouthdependonoralglucosetolerancetestprotocolduration AT nadeaukristenj oralminimalmodelbasedestimatesofinsulinsensitivityinobeseyouthdependonoralglucosetolerancetestprotocolduration AT creegreenmelanie oralminimalmodelbasedestimatesofinsulinsensitivityinobeseyouthdependonoralglucosetolerancetestprotocolduration AT dinizbehncecilia oralminimalmodelbasedestimatesofinsulinsensitivityinobeseyouthdependonoralglucosetolerancetestprotocolduration |