Department of Information Engineering, Università Politecnica delle Marche, Ancona, Italy.
Division of Obstetrics and Feto-Maternal Medicine, Department of Obstetrics and Gynecology, Medical University of Vienna, Vienna, Austria.
Front Endocrinol (Lausanne). 2021 Mar 22;12:611147. doi: 10.3389/fendo.2021.611147. eCollection 2021.
Glucagon is secreted from the pancreatic alpha cells and plays an important role in the maintenance of glucose homeostasis, by interacting with insulin. The plasma glucose levels determine whether glucagon secretion or insulin secretion is activated or inhibited. Despite its relevance, some aspects of glucagon secretion and kinetics remain unclear. To gain insight into this, we aimed to develop a mathematical model of the glucagon kinetics during an oral glucose tolerance test, which is sufficiently simple to be used in the clinical practice. The proposed model included two first-order differential equations -one describing glucagon and the other describing C-peptide in a compartment remote from plasma - and yielded a parameter of possible clinical relevance (i.e., S(t), glucagon-inhibition sensitivity to glucose-induced insulin secretion). Model was validated on mean glucagon data derived from the scientific literature, yielding values for S(t) ranging from -15.03 to 2.75 (ng of glucagon·nmol of C-peptide). A further validation on a total of 100 virtual subjects provided reliable results (mean residuals between -1.5 and 1.5 ng·L) and a negative significant linear correlation (r = -0.74, p < 0.0001, 95% CI: -0.82 - -0.64) between S(t) and the ratio between the areas under the curve of suprabasal remote C-peptide and glucagon. Model reliability was also proven by the ability to capture different patterns in glucagon kinetics. In conclusion, the proposed model reliably reproduces glucagon kinetics and is characterized by sufficient simplicity to be possibly used in the clinical practice, for the estimation in the single individual of some glucagon-related parameters.
胰高血糖素由胰腺的α细胞分泌,通过与胰岛素相互作用,在维持血糖稳态方面发挥着重要作用。血糖水平决定了胰高血糖素分泌还是胰岛素分泌被激活或抑制。尽管它很重要,但胰高血糖素分泌和动力学的某些方面仍不清楚。为了深入了解这一点,我们旨在开发一种口服葡萄糖耐量试验期间胰高血糖素动力学的数学模型,该模型足够简单,可以在临床实践中使用。所提出的模型包括两个一阶微分方程 - 一个描述胰高血糖素,另一个描述远离血浆的 C 肽的隔室 - 并产生了一个可能具有临床相关性的参数(即 S(t),胰高血糖素对葡萄糖诱导的胰岛素分泌的抑制敏感性)。该模型基于文献中的平均胰高血糖素数据进行了验证,得出的 S(t) 值范围为 -15.03 至 2.75(ng 胰高血糖素·nmol C 肽)。对总共 100 个虚拟受试者的进一步验证提供了可靠的结果(平均残差在 -1.5 到 1.5 ng·L 之间),并且 S(t) 与基础远程 C 肽和胰高血糖素的曲线下面积之间的比值之间存在负显著线性相关(r = -0.74,p < 0.0001,95%CI:-0.82- -0.64)。该模型的可靠性还通过捕捉胰高血糖素动力学中的不同模式得到证明。总之,所提出的模型可靠地再现了胰高血糖素动力学,并且足够简单,可以在临床实践中用于估计个体中的某些与胰高血糖素相关的参数。