Abstract

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.

Highlights

  • Dysregulation of blood glucose can lead to diabetes mellitus and its various complications including cardiovascular disease, chronic kidney disease, and stroke

  • There are four main ionic currents in the single cell model selected for this study [21]: an ATP/ADP ratio dependent potassium current (IK(ATP)) whose closing begins the process of insulin secretion, a voltage-dependent calcium current (ICa) that leads to the further depolarization of the cell’s membrane, a voltage-gated potassium current (IK) which mediates spike repolarization and a slow inhibitory potassium current (IS) that is responsible for transitions between the active and silent phases of bursting

  • With a computational model applied to a network and various network measures, the goal was to satisfy the three criteria laid out in [14]: scale-free functional connectivity, a loss of functional connectivity with hub cell silencing, and a substantial decrease in activity of the islet with hub cell silencing

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Summary

Introduction

Dysregulation of blood glucose can lead to diabetes mellitus and its various complications including cardiovascular disease, chronic kidney disease, and stroke. The islets of Langerhans primarily consist of β cells, representing about 60% of the cells in human islets [1]. These cells secrete insulin into the bloodstream assisting mainly liver, adipose, and skeletal muscle cells with the uptake of glucose from the blood. Since dysfunction in insulin secretion has been linked to type 2 diabetes [2], a further understanding of this phenomena may provide crucial insight into the disease.

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