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SGLT2 抑制的机制建模平台:对 1 型糖尿病的影响。

A mechanistic modeling platform of SGLT2 inhibition: Implications for type 1 diabetes.

机构信息

M&S Decisions, Moscow, Russia.

STU "Sirius", Sochi, Russia.

出版信息

CPT Pharmacometrics Syst Pharmacol. 2023 Jun;12(6):831-841. doi: 10.1002/psp4.12956. Epub 2023 Mar 16.

DOI:10.1002/psp4.12956
PMID:36912425
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10272306/
Abstract

Type 1 diabetes mellitus (T1DM) is an autoimmune disease characterized by abnormally high blood glucose concentrations due to dysfunction of the insulin-producing beta-cells in the pancreas. Dapagliflozin, an inhibitor of renal glucose reabsorption, has the potential to improve often suboptimal glycemic control in patients with T1DM through insulin-independent mechanisms and to partially mitigate the adverse effects associated with long-term insulin administration. In this work, we have adapted a systems pharmacology model of type 2 diabetes mellitus to describe the T1DM condition and characterize the effect of dapagliflozin on short- and long-term glycemic markers under various treatment scenarios. The developed platform serves as a quantitative tool for the in silico evaluation of the insulin-glucose-dapagliflozin crosstalk, optimization of the treatment regimens, and it can be further expanded to include additional therapies or other aspects of the disease.

摘要

1 型糖尿病(T1DM)是一种自身免疫性疾病,其特征是由于胰腺中产生胰岛素的β细胞功能障碍,导致血糖浓度异常升高。达格列净是一种肾脏葡萄糖重吸收抑制剂,通过胰岛素非依赖性机制有潜力改善 T1DM 患者通常不理想的血糖控制,并部分减轻与长期胰岛素治疗相关的不良反应。在这项工作中,我们对 2 型糖尿病的系统药理学模型进行了改编,以描述 T1DM 病症,并在各种治疗情况下描述达格列净对短期和长期血糖标志物的影响。开发的平台可作为一种定量工具,用于对胰岛素-葡萄糖-达格列净相互作用进行计算机评估、优化治疗方案,并且可以进一步扩展到包括其他疗法或疾病的其他方面。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/257a3cf9a963/PSP4-12-831-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/3641dfdad364/PSP4-12-831-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/50b059fbe7aa/PSP4-12-831-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/e68ef619c936/PSP4-12-831-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/7360cba1adb5/PSP4-12-831-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/257a3cf9a963/PSP4-12-831-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/3641dfdad364/PSP4-12-831-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/50b059fbe7aa/PSP4-12-831-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/e68ef619c936/PSP4-12-831-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/7360cba1adb5/PSP4-12-831-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2335/10272306/257a3cf9a963/PSP4-12-831-g005.jpg

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A Model-Informed Drug Development (MIDD) Approach for a Low Dose of Empagliflozin in Patients with Type 1 Diabetes.一种用于1型糖尿病患者低剂量恩格列净的模型引导药物开发(MIDD)方法。
Pharmaceutics. 2021 Apr 2;13(4):485. doi: 10.3390/pharmaceutics13040485.
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A model-based approach to investigating the relationship between glucose-insulin dynamics and dapagliflozin treatment effect in patients with type 2 diabetes.
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Diabetes Obes Metab. 2021 Apr;23(4):991-1000. doi: 10.1111/dom.14305. Epub 2021 Jan 25.
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Mathematical Modeling for the Physiological and Clinical Investigation of Glucose Homeostasis and Diabetes.葡萄糖稳态与糖尿病生理及临床研究的数学建模
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