scholarly journals Accurate method to estimate insulin resistance from multiple regression models using data of metabolic syndrome and oral glucose tolerance test

2013 ◽  
Vol 5 (3) ◽  
pp. 290-296 ◽  
Author(s):  
Chung-Ze Wu ◽  
Jiunn-Diann Lin ◽  
Te-Lin Hsia ◽  
Chun-Hsien Hsu ◽  
Chang-Hsun Hsieh ◽  
...  
Endocrinology ◽  
2009 ◽  
Vol 150 (11) ◽  
pp. 5192-5192
Author(s):  
Ayman M. Arafat ◽  
Martin O. Weickert ◽  
Jan Frystyk ◽  
Joachim Spranger ◽  
Christof Schöfl ◽  
...  

ABSTRACT Context: Insulin interacts with the GH-IGF system by a reciprocal regulation of IGF-binding proteins (IGFBP) and GH, which in turn regulate insulin sensitivity via bioactive IGF-I. This network is linked to metabolic syndrome and cardiovascular diseases. Objective: We evaluated the effect of glucose and insulin on IGFBP-1-4, particularly IGFBP-2, in the regulation of bioactive IGF-I and its relation to insulin resistance. Setting: The study was conducted at an endocrinology center. Research Design and Methods: Twenty-four healthy subjects (12 men; aged 21–72 yr; body mass index 25.9 ± 0.9 kg/m2) and 19 subjects with impaired glucose tolerance (IGT; eight men; aged 26–71 yr; body mass index 28.9 ± 1.2 kg/m2 ) were prospectively studied using oral glucose tolerance test and hyperinsulinemic euglycemic clamp. Results: During the clamp, insulin decreased IGF-I bioactivity in both IGT subjects and controls (−16.2 ± 2.8 and −13.9 ± 3.3%, respectively; P < 0.01). In addition, insulin increased IGFBP-2 and GH and decreased IGFBP-1 and -4 but did not alter total IGF-I, IGF-II, or IGFBP-3 levels. During the oral glucose tolerance test, GH and IGFBP-1 were markedly suppressed. Subjects with IGT showed more pronounced insulin resistance and lower GH, IGFBP-1, and IGFBP-2 levels (P < 0.05). In multiple regression analysis, IGFBP-2 was an independent predictor of insulin sensitivity (β = 0.36, P < 0.05) and IGF-I bioactivity (β = −0.5, P < 0.05). Conclusions: Our data indicate that insulin acutely decreases IGF-I bioactivity through differential modulation of IGFBPs. Furthermore, IGFBP-2 plays a central role in the insulin-IGF system cross talk and is closely linked to insulin resistance, thereby providing a further explanation for its association with the metabolic syndrome.


2017 ◽  
Vol 53 (3) ◽  
pp. 131-138
Author(s):  
Sylwia Płaczkowska ◽  
Izabela Kokot ◽  
Lilla Pawlik-Sobecka ◽  
Agnieszka Piwowar

<I>Background:</I> Insulin resistance and reduced ability of pancreatic beta cells to secrete insulin preside carbohydrate disorders development and this condition is one of the stages in the type 2 diabetes development. Indirect indices of insulin resistance, sensitivity and pancreatic beta cells function, are used in clinical practice. They are calculated based on glucose and insulin concentration under fasting and postprandial condition. <I>Aim:</I> The aim of this study was to examine relationship between HOMA1-IR, Matsuda Index, and ISSI-2 with metabolic syndrome (MS) features and shape of glycemic curve in young, potentially healthy people. <i>Material and method:</i> The study group consisted of 152 volunteers (108 women, 44 men) aged 19-28. Participants underwent the questionnaire, anthropometric and arterial blood pressure examination. In blood samples under fasting condition lipid profiles, glucose, and insulin were measured. Glucose and insulin were measured also in 60 and 120 minutes of Oral Glucose Tolerance Test (OGTT). Based on the results, MS features were identified and HOMA1-IR, Matsuda Index and ISSI-2 values were calculated. <I>Results:</I> The value of HOMA1-IR was significant higher in patients with metabolic syndrome while lower values of Matsuda and ISSI-2 were observed in participants with the MS as well as with glucose concentration in 120-minute of OGTT higher than under fasting condition. <i> Conclusions:</i> MS is associated with an increase in hepatic insulin resistance. Both MS and retardation of glucose returning to fasting values during OGTT are related to peripheral insulin resistance and reduction of pancreatic beta cell ability to insulin secretion.


2020 ◽  
Vol 22 (Supplement_3) ◽  
pp. iii439-iii439
Author(s):  
Alexey Kalinin ◽  
Natalia Strebkova ◽  
Olga Zheludkova

Abstract We examined 63 patients (40 males/23 females) after complex treatment of medulloblastoma. Patients had a median age (range) of 11.3 (5.5 ÷ 17.9) years. The median time after the end of treatment was 3.7 (1.5 ÷ 11.6) years. Endocrine disorders were detected with the following frequency: growth hormone deficiency - 98.41% (62 of 63 patients), thyroid hormone deficiency – 69.8% (44/63), adrenal hormone deficiency - 17.4% (11/63). Three cases (4.7%) of premature sexual development were also detected. Lipids levels, beta-cell function and insulin resistance (IR) during 2-h oral glucose tolerance test were evaluated. A mono frequent bioelectrical impedanciometer was used to measure body composition. Overweight (SDS BMI&gt; 1) was observed only in 16 patients (3 girls and 13 boys), obesity (SDS BMI&gt; 2) in 1 boy. Dyslipidemia was found in 34 patients (54%). All patients underwent oral glucose tolerance test. Insulin resistance (ISI Matsuda &lt;2.5 and/or HOMA-IR&gt; 3.2) was detected in 7 patients (11/1%), impaired glucose tolerance (120 min glucose ≥7.8 mmol / l) was observed in 2 patients with IR and in 2 patients without IR. At the same time, IR and impaired glucose tolerance were encountered in only 5 children with overweight and no one with obesity. All patients with impaired glucose tolerance had normal values of fasting glucose (4.3 ÷ 5.04 mmol / l) and HbA1c (4.8 ÷ 5.8%). A bioelectrical impedanciometer was used to measure body composition in 49 cases, the percentage of adipose tissue was increased in 14 patients (28%) with normal BMI.


2002 ◽  
Vol 87 (2) ◽  
pp. 157-162 ◽  
Author(s):  
Asako Minami ◽  
Noriko Ishimura ◽  
Sadaichi Sakamoto ◽  
Eiko Takishita ◽  
Kazuaki Mawatari ◽  
...  

The purpose of the present study was to test whether hyperlipidaemia and insulin resistance in type 2 diabetic Otsuka Long-Evans Tokushima Fatty (OLETF) rats can be improved by dietary supplementation with purified eicosapentaenoic acid (EPA) or oleic acid (OA). Male OLETF rats were fed powdered chow (510 g fat/kg) alone (n 8) or chow supplemented with 1·0 g EPA- (n 8) or OA- (n 8) rich oil/kg per d from 5 weeks until 30 weeks of age. An oral glucose tolerance test and hyperinsulinaemic euglycaemic clamp was performed at 25 and 30 weeks of age. EPA supplementation resulted in significantly (P<0.05) reduced plasma lipids, hepatic triacylglycerols, and abdominal fat deposits, and more efficient in vivo glucose disposal compared with OA supplementation and no supplementation. OA supplementation was associated with significantly increased insulin response to oral glucose compared with EPA supplementation and no supplementation. Inverse correlation was noted between glucose uptake and plasma triacylglycerol levels (r -0·86, P<0·001) and abdominal fat volume (r -0·80, P<0·001). The result of oral glucose tolerance test study showed that the rats fed EPA tended to improve glucose intolerance, although this was not statistically significant. Levels of plasma insulin at 60 min after glucose was significantly increased in rats fed OA compared with the other two groups. The results indicate that long-term feeding of EPA might be effective in preventing insulin resistance in diabetes-prone rats, at least in part, due to improving hypertriacylglycerolaemia.


Nutrients ◽  
2021 ◽  
Vol 13 (10) ◽  
pp. 3365
Author(s):  
Jennifer L. LaBarre ◽  
Emily Hirschfeld ◽  
Tanu Soni ◽  
Maureen Kachman ◽  
Janis Wigginton ◽  
...  

As the incidence of obesity and type 2 diabetes (T2D) is occurring at a younger age, studying adolescent nutrient metabolism can provide insights on the development of T2D. Metabolic challenges, including an oral glucose tolerance test (OGTT) can assess the effects of perturbations in nutrient metabolism. Here, we present alterations in the global metabolome in response to an OGTT, classifying the influence of obesity and insulin resistance (IR) in adolescents that arrived at the clinic fasted and in a random-fed state. Participants were recruited as lean (n = 55, aged 8–17 years, BMI percentile 5–85%) and overweight and obese (OVOB, n = 228, aged 8–17 years, BMI percentile ≥ 85%). Untargeted metabolomics profiled 246 annotated metabolites in plasma at t0 and t60 min during the OGTT. Our results suggest that obesity and IR influence the switch from fatty acid (FA) to glucose oxidation in response to the OGTT. Obesity was associated with a blunted decline of acylcarnitines and fatty acid oxidation intermediates. In females, metabolites from the Fasted and Random-Fed OGTT were associated with HOMA-IR, including diacylglycerols, leucine/isoleucine, acylcarnitines, and phosphocholines. Our results indicate that at an early age, obesity and IR may influence the metabolome dynamics in response to a glucose challenge.


2017 ◽  
Vol 70 (5-6) ◽  
pp. 155-161
Author(s):  
Stanislava Nikolic ◽  
Nikola Curic ◽  
Romana Mijovic ◽  
Branislava Ilincic ◽  
Damir Benc

Introduction. Mathematical formulas, such as homeostatic model assessment indexes, proved to be useful for the estimation of insulin resistance. Nevertheless, numerous published results point to a considerable variability of their reference values. The aim of this study was to use homeostatic model assessment indexes and evaluate levels of insulin resistance in nondiabetic patients. Material and Methods. The study included 486 individuals (mean age 36.84 ? 12.86; 17% of males and 83% of females). Blood sampling was performed in order to determine glucose and insulin plasma levels, at the 0th and 120th minute of the oral glucose tolerance test. The indexes were calculated by the use of homeostatic model assessment 2 calculator, homeostatic model assessment of insulin resistance, homeostatic model assessment of insulin sensitivity, and homeostatic model assessment of ?-cells function. The results were statistically analyzed using a Data Analysis programme. Results. In the examined population, the average glycemic values of the oral glucose tolerance test were within the euglycemic scope (Gluc 0 = 4.76 ? 0.45 mmol/L; Gluc 120 = 5.24 ? 1.17 mmol/L), while the average values of calculated homeostatic model assessment indexes were: insulin resistance - 1.41 ? 0.82; ?-cells function - 131.54 ? 49.41%, and insulin sensitivity - 91.94 ? 47.32%. According to study cut-off values, homeostatic model assessment of insulin resistance was less than 2. We found 84 (17.28%) individuals with increased insulin resistance. Also, we set the lowest reference value for homeostatic model assessment of insulin sensitivity at less than 50%. With the probability of 66.67% (x? ? 1SD), basal insulin level under 11.9 mIU/L can be considered to correspond to physiologic level of insulin resistance. Conclusion. The follow-up of increased insulin resistance and altered secretion of pancreatic ?-cells, at early stages of glucose regulation disturbances, may be useful in assessing dynamics and level of glucose regulation disturbances and their appropriate treatment. <br><br><font color="red"><b> This article has been corrected. Link to the correction <u><a href="http://dx.doi.org/10.2298/MPNS1708202E">10.2298/MPNS1708202E</a><u></b></font>


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