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Former gestational diabetes: Mathematical modeling of intravenous glucose tolerance test for the assessment of insulin clearance and its determinants

1 Department of Information Engineering, Università Politecnica delle Marche, Ancona 60131, Italy
2 Division of Obstetrics and Feto-maternal Medicine, Department of Obstetrics and Gynecology, Medical University of Vienna, Vienna A-1090, Austria
3 Division of Endocrinology and Metabolism, Department of Internal Medicine III, Medical University of Vienna, Vienna A-1090, Austria
4 Metabolic Unit, Institute of Neuroscience, National Research Council, Padova 35127, Italy

Special Issues: Computer Methods and Programs in Prenatal Medicine

Women with a previous history of gestational diabetes mellitus (GDM) have increased risk of developing GDM in future pregnancies (i.e. recurrent GDM) and also Type 2 Diabetes (T2D). Insulin clearance represents one of the processes regulating glucose tolerance but has been scarcely investigated for its possible impairment in high-risk subjects. The aim of this study was to identify possible determinants of insulin clearance in women with a previous history of GDM. A detailed model-based analysis of a regular 3-hour, insulin-modified intravenous glucose tolerance test (IM-IVGTT) has been performed in women with a previous history of GDM (pGDM, n = 115) and in women who had a healthy pregnancy (CNT, n = 41) to assess total, first-phase and second-phase insulin clearance (ClINS-TOT, ClINS-FP and ClINS-SP) and other metabolic parameters (insulin sensitivity SI, glucose effectiveness SG, beta-cell function and disposition index DI). CLINS-SP was found increased in pGDM with respect to CNT and was found significantly inversely linearly correlated with SG (r = -0.20, p = 0.03, slope: -16.2, 95% CI -30.9 to -1.4, intercept: 1.1, 95% CI 0.7–1.4) and also with DI (r = -0.22, p = 0.02, slope: -10.0, 95% CI -18.5 to -1.6, intercept: 0.9, 95% CI 0.7–1.3). Disposition index, accounting for the combined contribution of insulin sensitivity and beta-cell function, and glucose effectiveness were identified as possible determinants of insulin clearance in women with a previous history of GDM. This may be of relevance for more accurate estimation and prevention of the risk for recurrent GDM and T2D.
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Keywords mathematical model; deconvolution; pregnancy-induced diabetes; insulin extraction; type 2 diabetes risk; C-peptide; Liver metabolism

Citation: Micaela Morettini, Christian Göbl, Alexandra Kautzky-Willer, Giovanni Pacini, Andrea Tura, Laura Burattini. Former gestational diabetes: Mathematical modeling of intravenous glucose tolerance test for the assessment of insulin clearance and its determinants. Mathematical Biosciences and Engineering, 2020, 17(2): 1604-1615. doi: 10.3934/mbe.2020084


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This article has been cited by

  • 1. Andrea Tura, Christian Göbl, Micaela Morettini, Laura Burattini, Alexandra Kautzky-Willer, Giovanni Pacini, Insulin clearance is altered in women with a history of gestational diabetes progressing to type 2 diabetes, Nutrition, Metabolism and Cardiovascular Diseases, 2020, 10.1016/j.numecd.2020.04.004

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