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Journal ArticleDOI

Quantitative estimation of insulin sensitivity.

TLDR
From a single glucose injection it is possible to obtain a quantitative index of insulin sensitivity that may have clinical applicability, and this index was defined as the ratio of two parameters of the chosen model and could be estimated with good reproducibility from the 300 mg/kg injection experiments.
Abstract
We have evaluated the feasibility of using a mathematical model of glucose disappearance to estimate insulin sensitivity. Glucose was injected into conscious dogs at 100, 200, or 300 mg/kg. The measured time course of insulin was regarded as the "input," and the falling glucose concentration as the "output" of the physiological system storing and using glucose. Seven mathematical models of glucose uptake were compared to identify the representation most capable of simulating glucose disappearance. One specific nonlinear model was superior in that it 1) predicted the time course of glucose after glucose injection, 2) had four parameters that could be precisely estimated, and 3) described individual experiments with similar parameter values. Insulin sensitivity index (SI), defined as the dependence of fractional glucose disappearance on plasma insulin, was the ratio of two parameters of the chosen model and could be estimated with good reproducibility from the 300 mg/kg injection experiments (SI = 7.00 X 10(-4) +/- 24% (coefficient of variation) min-1/(microU/ml) (n = 8)). Thus, from a single glucose injection it is possible to obtain a quantitative index of insulin sensitivity that may have clinical applicability.

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Citations
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Journal ArticleDOI

Homeostasis model assessment : insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man

TL;DR: The correlation of the model's estimates with patient data accords with the hypothesis that basal glucose and insulin interactions are largely determined by a simple feed back loop.
Journal ArticleDOI

Use and Abuse of HOMA Modeling

TL;DR: The HOMA model has become a widely used clinical and epidemiological tool and, when used appropriately, it can yield valuable data, however, as with all models, the primary input data needs to be robust, and the data need to be interpreted carefully.
Journal ArticleDOI

Subcutaneous and visceral adipose tissue : Their relation to the metabolic syndrome

TL;DR: Methods for assessment of several phenotypes of human obesity, with special reference to abdominal fat content, have been evaluated and the endocrine regulation of abdominal visceral fat in comparison with the adipose tissue localized in other areas is presented.
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Plasma Ghrelin Levels after Diet-Induced Weight Loss or Gastric Bypass Surgery

TL;DR: The increase in the plasma ghrelin level with diet-induced weight loss is consistent with the hypothesis that gh Relin has a role in the long-term regulation of body weight.
Journal ArticleDOI

Physiologic evaluation of factors controlling glucose tolerance in man: measurement of insulin sensitivity and beta-cell glucose sensitivity from the response to intravenous glucose.

TL;DR: The feasibility of the minimal model technique to determine the etiology of impaired glucose tolerance is demonstrated and it is demonstrated that subjects (regardless of weight) could be segregated into good and lower tolerance by the product of second-phase beta-cell responsivity and insulin sensitivity.
References
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Journal ArticleDOI

A new look at the statistical model identification

TL;DR: In this article, a new estimate minimum information theoretical criterion estimate (MAICE) is introduced for the purpose of statistical identification, which is free from the ambiguities inherent in the application of conventional hypothesis testing procedure.
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Coated charcoal immunoassay of insulin.

TL;DR: The procedure here described yields a straight line graph when insulin added is plotted against insulin recovered, and makes simpler and more rapid the immunoassay of insulin in biologic fluids, using radioisotope dilution with 131I-insulin and "biopsy" of the insulin pool by antibody to insulin.
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Dynamics of Insulin Secretion by the Perfused Rat Pancreas

TL;DR: The dynamics of insulin release in response to relatively long infusions of glucose were studied in the isolated perfused rat pancreas and Histological examination of the perfused pancreases and measurement of oxygen consumption by these tissues indicated that optimal physiological conditions were used.
Journal ArticleDOI

A threshold distribution hypothesis for packet storage of insulin and its mathematical modeling

TL;DR: This hypothesis proposes that labile insulin is not stored in a homogeneous form but as packets with a bell-shaped distribution of thresholds to glucose that respond quickly when their threshold levels to glucose are reached or exceeded.
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