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白色脂肪细胞胞吐作用的数学模型可预测脂联素分泌并量化囊泡胞吐和胞吞作用的速率。

Mathematical modeling of white adipocyte exocytosis predicts adiponectin secretion and quantifies the rates of vesicle exo- and endocytosis.

作者信息

Brännmark Cecilia, Lövfors William, Komai Ali M, Axelsson Tom, El Hachmane Mickaël F, Musovic Saliha, Paul Alexandra, Nyman Elin, Olofsson Charlotta S

机构信息

Department of Physiology/Metabolic Physiology, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at University of Gothenburg, Medicinaregatan 11, SE-405 30 Göteborg.

Departments of Biomedical Engineering, SE-581 83 Linköping; Mathematics, Linköping University, SE-581 83 Linköping.

出版信息

J Biol Chem. 2017 Dec 8;292(49):20032-20043. doi: 10.1074/jbc.M117.801225. Epub 2017 Sep 25.

Abstract

Adiponectin is a hormone secreted from white adipocytes and takes part in the regulation of several metabolic processes. Although the pathophysiological importance of adiponectin has been thoroughly investigated, the mechanisms controlling its release are only partly understood. We have recently shown that adiponectin is secreted via regulated exocytosis of adiponectin-containing vesicles, that adiponectin exocytosis is stimulated by cAMP-dependent mechanisms, and that Ca and ATP augment the cAMP-triggered secretion. However, much remains to be discovered regarding the molecular and cellular regulation of adiponectin release. Here, we have used mathematical modeling to extract detailed information contained within our previously obtained high-resolution patch-clamp time-resolved capacitance recordings to produce the first model of adiponectin exocytosis/secretion that combines all mechanistic knowledge deduced from electrophysiological experimental series. This model demonstrates that our previous understanding of the role of intracellular ATP in the control of adiponectin exocytosis needs to be revised to include an additional ATP-dependent step. Validation of the model by introduction of data of secreted adiponectin yielded a very close resemblance between the simulations and experimental results. Moreover, we could show that Ca-dependent adiponectin endocytosis contributes to the measured capacitance signal, and we were able to predict the contribution of endocytosis to the measured exocytotic rate under different experimental conditions. In conclusion, using mathematical modeling of published and newly generated data, we have obtained estimates of adiponectin exo- and endocytosis rates, and we have predicted adiponectin secretion. We believe that our model should have multiple applications in the study of metabolic processes and hormonal control thereof.

摘要

脂联素是一种由白色脂肪细胞分泌的激素,参与多种代谢过程的调节。尽管脂联素的病理生理重要性已得到充分研究,但其释放的控制机制仅部分为人所知。我们最近发现,脂联素通过含脂联素囊泡的调节性胞吐作用分泌,脂联素的胞吐作用受cAMP依赖性机制刺激,并且Ca和ATP可增强cAMP触发的分泌。然而,关于脂联素释放的分子和细胞调节仍有许多有待发现。在这里,我们使用数学建模来提取我们之前获得的高分辨率膜片钳时间分辨电容记录中包含的详细信息,以构建首个结合了从电生理实验系列推导的所有机制知识的脂联素胞吐作用/分泌模型。该模型表明,我们之前对细胞内ATP在脂联素胞吐作用控制中作用的理解需要修正,以纳入一个额外的ATP依赖性步骤。通过引入分泌脂联素的数据对模型进行验证,模拟结果与实验结果非常相似。此外,我们可以证明Ca依赖性脂联素内吞作用对测量的电容信号有贡献,并且我们能够预测在不同实验条件下内吞作用对测量的胞吐速率的贡献。总之,通过对已发表和新生成数据进行数学建模,我们获得了脂联素胞吐和内吞速率的估计值,并预测了脂联素的分泌。我们相信我们的模型在代谢过程及其激素控制研究中应有多种应用。

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