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葡萄糖转运蛋白4(GLUT4)会排队吗?脂肪细胞中胰岛素反应的机制数学模型。

Does GLUT4 Queue? A Mechanistic Mathematical Model for Insulin Response in Adipocytes.

作者信息

Sherlock Brock D, Boon Marko A A, Vlasiou Maria, Coster Adelle C F

机构信息

School of Mathematics & Statistics, University of New South Wales, Sydney, 2052, NSW, Australia.

Department of Mathematics and Computer Science, Eindhoven University of Technology, P.O. Box 513, Eindhoven, 5600 MB, The Netherlands.

出版信息

Bull Math Biol. 2025 Sep 2;87(10):141. doi: 10.1007/s11538-025-01490-6.

DOI:10.1007/s11538-025-01490-6
PMID:40892178
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12405404/
Abstract

Mammalian cells regulate their glucose levels by redistributing glucose transporter proteins within the cell. Glucose Transporter 4 (GLUT4) is the main insulin-regulated glucose transporter in mammalian cells. Insulin signals the redistribution of GLUT4 from intracellular compartments to the cell surface. The mechanisms of the release of GLUT4 and subsequent transport to the plasma membrane remain an open question. Here, a biologically plausible model of GLUT4 translocation is presented. Using a stochastic queuing model, we find that changing only the number of fusion sites available for GLUT4-containing vesicles as a function of insulin is sufficient to explain experimental observations. Thus, the activity of the fusion sites could be the primary determinant of the dynamics of GLUT4.

摘要

哺乳动物细胞通过在细胞内重新分布葡萄糖转运蛋白来调节其葡萄糖水平。葡萄糖转运蛋白4(GLUT4)是哺乳动物细胞中主要的胰岛素调节型葡萄糖转运蛋白。胰岛素促使GLUT4从细胞内区室重新分布到细胞表面。GLUT4释放以及随后转运到质膜的机制仍然是一个悬而未决的问题。在此,我们提出了一个关于GLUT4转位的生物学上合理的模型。使用随机排队模型,我们发现仅将可用于含GLUT4囊泡的融合位点数量作为胰岛素的函数进行改变,就足以解释实验观察结果。因此,融合位点的活性可能是GLUT4动态变化的主要决定因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/87b4d1b6cbde/11538_2025_1490_Figa_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/22017a32eaa5/11538_2025_1490_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/fcfc459a1701/11538_2025_1490_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/954e928a2add/11538_2025_1490_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/550078dc9adf/11538_2025_1490_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/aa3014dc686c/11538_2025_1490_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/82f2788f104f/11538_2025_1490_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/87b4d1b6cbde/11538_2025_1490_Figa_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/22017a32eaa5/11538_2025_1490_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/fcfc459a1701/11538_2025_1490_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/954e928a2add/11538_2025_1490_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/550078dc9adf/11538_2025_1490_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/aa3014dc686c/11538_2025_1490_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/82f2788f104f/11538_2025_1490_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a23/12405404/87b4d1b6cbde/11538_2025_1490_Figa_HTML.jpg

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本文引用的文献

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The Distance Between: An Algorithmic Approach to Comparing Stochastic Models to Time-Series Data.距离之间:一种将随机模型与时间序列数据进行比较的算法方法。
Bull Math Biol. 2024 Jul 26;86(9):111. doi: 10.1007/s11538-024-01331-y.
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Regulated dynamic subcellular GLUT4 localization revealed by proximal proteome mapping in human muscle cells.通过对人类肌肉细胞的近蛋白组图谱分析揭示受调控的动态细胞内 GLUT4 定位。
J Cell Sci. 2023 Dec 1;136(23). doi: 10.1242/jcs.261454. Epub 2023 Dec 21.
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Queueing theory model of mTOR complexes' impact on Akt-mediated adipocytes response to insulin.
mTOR 复合物对 Akt 介导的脂肪细胞对胰岛素反应影响的排队论模型。
PLoS One. 2022 Dec 27;17(12):e0279573. doi: 10.1371/journal.pone.0279573. eCollection 2022.
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GLUT4 On the move.GLUT4 四处移动。
Biochem J. 2022 Feb 11;479(3):445-462. doi: 10.1042/BCJ20210073.
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Microtubules in insulin action: what's on the tube?胰岛素作用中的微管:管上有什么?
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Stochastic Simulation of Cellular Metabolism.细胞代谢的随机模拟
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Glucose transporters in adipose tissue, liver, and skeletal muscle in metabolic health and disease.代谢健康和疾病中的脂肪组织、肝脏和骨骼肌中的葡萄糖转运体。
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Rab14 limits the sorting of Glut4 from endosomes into insulin-sensitive regulated secretory compartments in adipocytes.Rab14限制了脂肪细胞中Glut4从内体向胰岛素敏感的调节性分泌小室的分选。
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