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The Identification of Insulin Saturation Effects During the Dynamic Insulin Sensitivity Test

BACKGROUND: Many insulin sensitivity (SI) tests identify a sensitivity metric that is proportional to the total available insulin and measured glucose disposal despite general acceptance that insulin action is saturable. Accounting for insulin action saturation may aid inter-participant and/or inter...

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Autores principales: Docherty, Paul D, Chase, J. Geoffrey, Hann, Christopher E., Lotz, Thomas F., Lin, J., McAuley, Kirsten A., Shaw, Geoffrey M.
Formato: Texto
Lenguaje:English
Publicado: Bentham Open 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3096059/
https://www.ncbi.nlm.nih.gov/pubmed/21603183
http://dx.doi.org/10.2174/1874431101004010141
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author Docherty, Paul D
Chase, J. Geoffrey
Hann, Christopher E.
Lotz, Thomas F.
Lin, J.
McAuley, Kirsten A.
Shaw, Geoffrey M.
author_facet Docherty, Paul D
Chase, J. Geoffrey
Hann, Christopher E.
Lotz, Thomas F.
Lin, J.
McAuley, Kirsten A.
Shaw, Geoffrey M.
author_sort Docherty, Paul D
collection PubMed
description BACKGROUND: Many insulin sensitivity (SI) tests identify a sensitivity metric that is proportional to the total available insulin and measured glucose disposal despite general acceptance that insulin action is saturable. Accounting for insulin action saturation may aid inter-participant and/or inter-test comparisons of insulin efficiency, and model-based glycaemic regulation. METHOD: Eighteen subjects participated in 46 dynamic insulin sensitivity tests (DIST, low-dose 40-50 minute insulin-modified IVGTT). The data was used to identify and compare SI metrics from three models: a proportional model (SI(L)), a saturable model (SI(S )and Q(50)) and a model similar to the Minimal Model (SG and SI(G)). The three models are compared using inter-trial parameter repeatability, and fit to data. RESULTS: The single variable proportional model produced the metric with least intra-subject variation: 13.8% vs 40.1%/55.6%, (SI(S)/I(50)) for the saturable model and 15.8%/88.2% (SI(G)/SG) for the third model. The average plasma insulin concentration at half maximum action (I(50)) was 139.3 mU·L(-1), which is comparable to studies which use more robust stepped EIC protocols. CONCLUSIONS: The saturation model and method presented enables a reasonable estimation of an overall patient-specific saturation threshold, which is a unique result for a test of such low dose and duration. The detection of previously published population trends and significant bias above noise suggests that the model and method successfully detects actual saturation signals. Furthermore, the saturation model allowed closer fits to the clinical data than the other models, and the saturation parameter showed a moderate distinction between NGT and IFG-T2DM subgroups. However, the proposed model did not provide metrics of sufficient resolution to enable confidence in the method for either SI metric comparisons across dynamic tests or for glycamic control.
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spelling pubmed-30960592011-05-20 The Identification of Insulin Saturation Effects During the Dynamic Insulin Sensitivity Test Docherty, Paul D Chase, J. Geoffrey Hann, Christopher E. Lotz, Thomas F. Lin, J. McAuley, Kirsten A. Shaw, Geoffrey M. Open Med Inform J Article BACKGROUND: Many insulin sensitivity (SI) tests identify a sensitivity metric that is proportional to the total available insulin and measured glucose disposal despite general acceptance that insulin action is saturable. Accounting for insulin action saturation may aid inter-participant and/or inter-test comparisons of insulin efficiency, and model-based glycaemic regulation. METHOD: Eighteen subjects participated in 46 dynamic insulin sensitivity tests (DIST, low-dose 40-50 minute insulin-modified IVGTT). The data was used to identify and compare SI metrics from three models: a proportional model (SI(L)), a saturable model (SI(S )and Q(50)) and a model similar to the Minimal Model (SG and SI(G)). The three models are compared using inter-trial parameter repeatability, and fit to data. RESULTS: The single variable proportional model produced the metric with least intra-subject variation: 13.8% vs 40.1%/55.6%, (SI(S)/I(50)) for the saturable model and 15.8%/88.2% (SI(G)/SG) for the third model. The average plasma insulin concentration at half maximum action (I(50)) was 139.3 mU·L(-1), which is comparable to studies which use more robust stepped EIC protocols. CONCLUSIONS: The saturation model and method presented enables a reasonable estimation of an overall patient-specific saturation threshold, which is a unique result for a test of such low dose and duration. The detection of previously published population trends and significant bias above noise suggests that the model and method successfully detects actual saturation signals. Furthermore, the saturation model allowed closer fits to the clinical data than the other models, and the saturation parameter showed a moderate distinction between NGT and IFG-T2DM subgroups. However, the proposed model did not provide metrics of sufficient resolution to enable confidence in the method for either SI metric comparisons across dynamic tests or for glycamic control. Bentham Open 2010-07-27 /pmc/articles/PMC3096059/ /pubmed/21603183 http://dx.doi.org/10.2174/1874431101004010141 Text en © Docherty et al.; Licensee Bentham Open. http://creativecommons.org/licenses/by-nc/3.0/ This is an open access article licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.
spellingShingle Article
Docherty, Paul D
Chase, J. Geoffrey
Hann, Christopher E.
Lotz, Thomas F.
Lin, J.
McAuley, Kirsten A.
Shaw, Geoffrey M.
The Identification of Insulin Saturation Effects During the Dynamic Insulin Sensitivity Test
title The Identification of Insulin Saturation Effects During the Dynamic Insulin Sensitivity Test
title_full The Identification of Insulin Saturation Effects During the Dynamic Insulin Sensitivity Test
title_fullStr The Identification of Insulin Saturation Effects During the Dynamic Insulin Sensitivity Test
title_full_unstemmed The Identification of Insulin Saturation Effects During the Dynamic Insulin Sensitivity Test
title_short The Identification of Insulin Saturation Effects During the Dynamic Insulin Sensitivity Test
title_sort identification of insulin saturation effects during the dynamic insulin sensitivity test
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3096059/
https://www.ncbi.nlm.nih.gov/pubmed/21603183
http://dx.doi.org/10.2174/1874431101004010141
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