Department of Mathematics & Statistics, University of Maryland Baltimore County, Baltimore, Maryland, United States of America.
PLoS One. 2021 Apr 8;16(4):e0248974. doi: 10.1371/journal.pone.0248974. eCollection 2021.
Pancreatic β cells, responsible for secreting insulin into the bloodstream and maintaining glucose homeostasis, are organized in the islets of Langerhans as clusters of electrically coupled cells. Gap junctions, connecting neighboring cells, coordinate the behavior of the islet, leading to the synchronized oscillations in the intracellular calcium and insulin secretion in healthy islets. Recent experimental work has shown that silencing special hub cells can lead to a disruption in the coordinated behavior, calling into question the democratic paradigm of islet insulin secretion with more or less equal input from each β cell. Islets were shown to have scale-free functional connectivity and a hub cell whose silencing would lead to a loss of functional connectivity and activity in the islet. A mechanistic model representing the electrical and calcium dynamics of β cells during insulin secretion was applied to a network of cells connected by gap junctions to test the hypothesis of hub cells. Functional connectivity networks were built from the simulated calcium traces, with some networks classified as scale-free, confirming experimental results. Potential hub cells were identified using previously defined centrality measures, but silencing them was unable to desynchronize the islet. Instead, switch cells, which were able to turn off the activity of the islet but were not highly functionally connected, were found via systematically silencing each cell in the network.
胰岛β细胞负责将胰岛素分泌到血液中并维持血糖稳态,它们作为电偶联细胞簇存在于胰岛中。间隙连接连接相邻的细胞,协调胰岛的行为,导致健康胰岛中细胞内钙的同步振荡和胰岛素分泌。最近的实验工作表明,沉默特定的枢纽细胞会导致协调行为的中断,这对胰岛胰岛素分泌的民主范式提出了质疑,即每个β细胞或多或少都有平等的输入。胰岛具有无标度的功能连接和一个枢纽细胞,沉默该细胞会导致胰岛的功能连接和活动丧失。一个代表β细胞在胰岛素分泌过程中的电和钙动力学的机制模型被应用于由间隙连接连接的细胞网络,以测试枢纽细胞的假设。功能连接网络是从模拟的钙迹构建的,一些网络被归类为无标度,证实了实验结果。使用先前定义的中心性度量来识别潜在的枢纽细胞,但沉默它们并不能使胰岛去同步化。相反,通过系统地沉默网络中的每个细胞,发现了能够关闭胰岛活动但功能连接不高的切换细胞。