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使用半机制模型分析钠-葡萄糖协同转运蛋白2抑制剂的疗效。

Analysis of the efficacy of SGLT2 inhibitors using semi-mechanistic model.

作者信息

Demin Oleg, Yakovleva Tatiana, Kolobkov Dmitry, Demin Oleg

机构信息

Laboratory Alpha, Institute for Systems Biology Moscow Moscow, Russia.

Institute for Systems Biology Moscow Moscow, Russia.

出版信息

Front Pharmacol. 2014 Oct 13;5:218. doi: 10.3389/fphar.2014.00218. eCollection 2014.

Abstract

The Renal sodium-dependent glucose co-transporter 2 (SGLT2) is one of the most promising targets for the treatment of type 2 diabetes. Two SGLT2 inhibitors, dapagliflozin, and canagliflozin, have already been approved for use in USA and Europe; several additional compounds are also being developed for this purpose. Based on the in vitro IC50 values and plasma concentration of dapagliflozin measured in clinical trials, the marketed dosage of the drug was expected to almost completely inhibit SGLT2 function and reduce glucose reabsorption by 90%. However, the administration of dapagliflozin resulted in only 30-50% inhibition of reabsorption. This study was aimed at investigating the mechanism underlying the discrepancy between the expected and observed levels of glucose reabsorption. To this end, systems pharmacology models were developed to analyze the time profile of dapagliflozin, canagliflozin, ipragliflozin, empagliflozin, and tofogliflozin in the plasma and urine; their filtration and active secretion from the blood to the renal proximal tubules; reverse reabsorption; urinary excretion; and their inhibitory effect on SGLT2. The model shows that concentration levels of tofogliflozin, ipragliflozin, and empagliflozin are higher than levels of other inhibitors following administration of marketed SGLT2 inhibitors at labeled doses and non-marketed SGLT2 inhibitors at maximal doses (approved for phase 2/3 studies). All the compounds exhibited almost 100% inhibition of SGLT2. Based on the results of our model, two explanations for the observed low efficacy of SGLT2 inhibitors were supported: (1) the site of action of SGLT2 inhibitors is not in the lumen of the kidney's proximal tubules, but elsewhere (e.g., the kidneys proximal tubule cells); and (2) there are other transporters that could facilitate glucose reabsorption under the conditions of SGLT2 inhibition (e.g., other transporters of SGLT family).

摘要

肾钠依赖性葡萄糖共转运蛋白2(SGLT2)是治疗2型糖尿病最有前景的靶点之一。两种SGLT2抑制剂,达格列净和卡格列净,已在美国和欧洲获批使用;还有几种其他化合物也正在为此进行研发。根据临床试验中测得的达格列净的体外半数抑制浓度(IC50)值和血浆浓度,预计该药物的上市剂量几乎能完全抑制SGLT2功能,并使葡萄糖重吸收减少90%。然而,使用达格列净仅导致30 - 50%的重吸收抑制。本研究旨在探究预期和观察到的葡萄糖重吸收水平之间差异的潜在机制。为此,建立了系统药理学模型来分析达格列净、卡格列净、依帕列净、恩格列净和托格列净在血浆和尿液中的时间分布;它们从血液到肾近端小管的滤过和主动分泌;逆向重吸收;尿液排泄;以及它们对SGLT2的抑制作用。该模型显示,在按标记剂量给予上市的SGLT2抑制剂以及按最大剂量给予非上市的SGLT2抑制剂(已获批用于2/3期研究)后,托格列净、依帕列净和恩格列净的浓度水平高于其他抑制剂。所有化合物对SGLT2均表现出几乎100%的抑制作用。基于我们模型的结果,支持了对观察到的SGLT2抑制剂低疗效的两种解释:(1)SGLT2抑制剂的作用位点不在肾近端小管腔内,而是在其他部位(例如,肾近端小管细胞);(2)在SGLT2受抑制的情况下,存在其他可促进葡萄糖重吸收的转运蛋白(例如,SGLT家族的其他转运蛋白)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4154/4195280/dd88a1df4d5b/fphar-05-00218-g0001.jpg

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