Gousseva Veronika, Simaan May, Laporte Stéphane A, Swain Peter S
Centre for Non-Linear Dynamics, Department of Physiology, McGill University, Montreal, Quebec, Canada.
Biophys J. 2008 Jan 15;94(2):679-87. doi: 10.1529/biophysj.107.115188. Epub 2007 Sep 7.
Cellular signal transduction is dynamic, with signaling proteins continually associating and dissociating into and from protein complexes. Here we present a fluorescence recovery after photobleaching technique to determine the lifetime of protein complexes on intracellular vesicles. We use Bayesian inference based on a model that includes the diffusion of cytosolic proteins and their interaction with membrane-bound receptors. Our analysis is general: we incorporate prior information on protein diffusion, measurement error in determining fluorescence intensities, corrections for photobleaching, and variation in the concentration of receptors between vesicles. We apply our method to the complexes formed on endosomes by G-protein-coupled receptors and the protein beta-arrestin. The lifetime of these complexes determines the recycling rate of the receptors. We find in mammalian cells that the bradykinin type 2 receptor and beta-arrestin2 complex has a lifetime of approximately 2 min, while the angiotensin II type 1A receptor and beta-arrestin2 complex has a lifetime of approximately 6 min. As well as allowing quantitative comparisons between experiments, our method provides in vivo parameters for systems biology simulations of signaling networks.
细胞信号转导是动态的,信号蛋白不断地与蛋白质复合物结合和解离。在这里,我们提出了一种光漂白后荧光恢复技术,以确定细胞内囊泡上蛋白质复合物的寿命。我们基于一个模型使用贝叶斯推理,该模型包括胞质蛋白的扩散及其与膜结合受体的相互作用。我们的分析具有普遍性:我们纳入了关于蛋白质扩散的先验信息、测定荧光强度时的测量误差、光漂白校正以及不同囊泡之间受体浓度的变化。我们将我们的方法应用于G蛋白偶联受体和β-抑制蛋白在内体上形成的复合物。这些复合物的寿命决定了受体的循环速率。我们发现在哺乳动物细胞中,缓激肽2型受体和β-抑制蛋白2复合物的寿命约为2分钟,而血管紧张素II 1A型受体和β-抑制蛋白2复合物的寿命约为6分钟。除了允许在实验之间进行定量比较外,我们的方法还为信号网络的系统生物学模拟提供了体内参数。