Department of Biomedical Engineering, Linköping University, Linköping, Sweden; Department of Mathematics, Linköping University, Linköping, Sweden.
Department of Biomedical Engineering, Linköping University, Linköping, Sweden.
J Biol Chem. 2021 Nov;297(5):101221. doi: 10.1016/j.jbc.2021.101221. Epub 2021 Sep 29.
Circulating levels of the adipocyte hormone adiponectin are typically reduced in obesity, and this deficiency has been linked to metabolic diseases. It is thus important to understand the mechanisms controlling adiponectin exocytosis. This understanding is hindered by the high complexity of both the available data and the underlying signaling network. To deal with this complexity, we have previously investigated how different intracellular concentrations of Ca, cAMP, and ATP affect adiponectin exocytosis, using both patch-clamp recordings and systems biology mathematical modeling. Recent work has shown that adiponectin exocytosis is physiologically triggered via signaling pathways involving adrenergic β receptors (βARs). Therefore, we developed a mathematical model that also includes adiponectin exocytosis stimulated by extracellular epinephrine or the βAR agonist CL 316243. Our new model is consistent with all previous patch-clamp data as well as new data (collected from stimulations with a combination of the intracellular mediators and extracellular adrenergic stimuli) and can predict independent validation data. We used this model to perform new in silico experiments where corresponding wet lab experiments would be difficult to perform. We simulated adiponectin exocytosis in single cells in response to the reduction of βARs that is observed in adipocytes from animals with obesity-induced diabetes. Finally, we used our model to investigate intracellular dynamics and to predict both cAMP levels and adiponectin release by scaling the model from single-cell to a population of cells-predictions corroborated by experimental data. Our work brings us one step closer to understanding the intricate regulation of adiponectin exocytosis.
循环中的脂肪细胞激素脂联素水平在肥胖症中通常会降低,而这种缺乏与代谢疾病有关。因此,了解控制脂联素胞吐作用的机制非常重要。由于现有数据和潜在信号网络的高度复杂性,这一理解受到阻碍。为了应对这种复杂性,我们之前使用膜片钳记录和系统生物学数学建模来研究不同细胞内 Ca、cAMP 和 ATP 浓度如何影响脂联素的胞吐作用。最近的工作表明,脂联素的胞吐作用是通过涉及肾上腺素能β受体 (βAR) 的信号通路生理触发的。因此,我们开发了一个数学模型,该模型还包括由细胞外肾上腺素或βAR 激动剂 CL 316243 刺激的脂联素胞吐作用。我们的新模型与所有以前的膜片钳数据以及新数据(从细胞内介质和细胞外肾上腺素刺激的组合刺激中收集)一致,并可以预测独立的验证数据。我们使用该模型进行了新的计算机模拟实验,在这些实验中,对应的湿实验室实验很难进行。我们模拟了肥胖诱导型糖尿病动物脂肪细胞中观察到的βAR 减少时单个细胞中脂联素的胞吐作用。最后,我们使用模型从单细胞扩展到细胞群体,对细胞内动力学进行了研究,并预测了 cAMP 水平和脂联素的释放,这些预测得到了实验数据的证实。我们的工作使我们更接近理解脂联素胞吐作用的复杂调节。