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既往妊娠糖尿病:用于评估胰岛素清除率及其决定因素的静脉葡萄糖耐量试验的数学建模

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

作者信息

Morettini Micaela, Göbl Christian, Kautzky-Willer Alexandra, Pacini Giovanni, Tura Andrea, Burattini Laura

机构信息

Department of Information Engineering, Università Politecnica delle Marche, Ancona 60131, Italy.

Division of Obstetrics and Feto-maternal Medicine, Department of Obstetrics and Gynecology, Medical University of Vienna, Vienna A-1090, Austria.

出版信息

Math Biosci Eng. 2019 Dec 10;17(2):1604-1615. doi: 10.3934/mbe.2020084.

Abstract

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 (Cl, Cl and Cl) and other metabolic parameters (insulin sensitivity S, glucose effectiveness S, beta-cell function and disposition index DI). CL was found increased in pGDM with respect to CNT and was found significantly inversely linearly correlated with S (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.

摘要

既往有妊娠期糖尿病(GDM)病史的女性在未来妊娠中发生GDM(即复发性GDM)以及2型糖尿病(T2D)的风险增加。胰岛素清除是调节糖耐量的过程之一,但在高危人群中其可能存在的受损情况鲜有研究。本研究的目的是确定既往有GDM病史女性胰岛素清除的可能决定因素。对既往有GDM病史的女性(pGDM,n = 115)和妊娠正常的女性(CNT,n = 41)进行了基于详细模型的常规3小时胰岛素改良静脉葡萄糖耐量试验(IM-IVGTT)分析,以评估总胰岛素清除率、第一相和第二相胰岛素清除率(Cl、Cl₁和Cl₂)以及其他代谢参数(胰岛素敏感性S、葡萄糖效能Sg、β细胞功能和处置指数DI)。发现pGDM组的CL高于CNT组,且与S呈显著负线性相关(r = -0.20,p = 0.03,斜率:-16.2,95%CI -30.9至-1.4,截距:1.1,95%CI 0.7 - 1.4),也与DI呈负相关(r = -0.22,p = 0.02,斜率:-10.0,95%CI -18.5至-1.6,截距:0.9,95%CI 0.7 - 1.3)。处置指数(综合考虑胰岛素敏感性和β细胞功能的作用)和葡萄糖效能被确定为既往有GDM病史女性胰岛素清除的可能决定因素。这可能对于更准确地估计和预防复发性GDM和T2D的风险具有重要意义。

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