Department of Software and Information Systems Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
Department of Physics, Oregon State University, Corvallis, OR 97331, USA; Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA.
Cell Syst. 2022 Sep 21;13(9):711-723.e7. doi: 10.1016/j.cels.2022.07.002. Epub 2022 Aug 2.
Multicellular synchronization is a ubiquitous phenomenon in living systems. However, how noisy and heterogeneous behaviors of individual cells are integrated across a population toward multicellular synchronization is unclear. Here, we study the process of multicellular calcium synchronization of the endothelial cell monolayer in response to mechanical stimuli. We applied information theory to quantify the asymmetric information transfer between pairs of cells and defined quantitative measures to how single cells receive or transmit information within a multicellular network. Our analysis revealed that multicellular synchronization was established by gradual enhancement of information spread from the single cell to the multicellular scale. Synchronization was associated with heterogeneity in the cells' communication properties, reinforcement of the cells' state, and information flow. Altogether, we suggest a phenomenological model where cells gradually learn their local environment, adjust, and reinforce their internal state to stabilize the multicellular network architecture to support information flow from local to global scales toward multicellular synchronization.
细胞的同步化是生命系统中普遍存在的现象。然而,细胞个体的噪声和异质性行为是如何在群体水平上整合为细胞的同步化仍不清楚。在这里,我们研究了内皮细胞单层对机械刺激的钙信号同步化的过程。我们应用信息论来量化细胞间的不对称信息传递,并定义了定量指标来描述单细胞在细胞网络中接收或传递信息的能力。我们的分析表明,细胞的同步化是通过从单细胞到多细胞水平逐渐增强信息传播而建立的。同步化与细胞通讯特性的异质性、细胞状态的增强和信息流有关。总的来说,我们提出了一个现象学模型,其中细胞逐渐了解其局部环境,调整和增强其内部状态,以稳定多细胞网络结构,支持从局部到全局尺度的信息流,从而实现细胞的同步化。