Critical and Supercritical Spatiotemporal Calcium Dynamics in Beta Cells

A coordinated functioning of beta cells within pancreatic islets is mediated by oscillatory membrane depolarization and subsequent changes in cytoplasmic calcium concentration. While gap junctions allow for intraislet information exchange, beta cells within islets form complex syncytia that are intr...

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Main Authors: Marko Gosak, Andraž Stožer, Rene Markovič, Jurij Dolenšek, Matjaž Perc, Marjan S. Rupnik, Marko Marhl
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-12-01
Series:Frontiers in Physiology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fphys.2017.01106/full
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spelling doaj-e1dce8543169419cb86ccf0faedc4d0f2020-11-25T00:43:15ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2017-12-01810.3389/fphys.2017.01106322359Critical and Supercritical Spatiotemporal Calcium Dynamics in Beta CellsMarko Gosak0Marko Gosak1Andraž Stožer2Rene Markovič3Rene Markovič4Rene Markovič5Jurij Dolenšek6Matjaž Perc7Matjaž Perc8Matjaž Perc9Marjan S. Rupnik10Marjan S. Rupnik11Marko Marhl12Marko Marhl13Faculty of Medicine, Institute of Physiology, University of Maribor, Maribor, SloveniaFaculty of Natural Sciences and Mathematics, University of Maribor, Maribor, SloveniaFaculty of Medicine, Institute of Physiology, University of Maribor, Maribor, SloveniaFaculty of Natural Sciences and Mathematics, University of Maribor, Maribor, SloveniaFaculty of Education, University of Maribor, Maribor, SloveniaFaculty of Energy Technology, University of Maribor, Krško, SloveniaFaculty of Medicine, Institute of Physiology, University of Maribor, Maribor, SloveniaFaculty of Natural Sciences and Mathematics, University of Maribor, Maribor, SloveniaCenter for Applied Mathematics and Theoretical Physics, University of Maribor, Maribor, SloveniaComplexity Science Hub, Vienna, AustriaFaculty of Medicine, Institute of Physiology, University of Maribor, Maribor, SloveniaInstitute of Physiology and Pharmacology, Medical University of Vienna, Vienna, AustriaFaculty of Natural Sciences and Mathematics, University of Maribor, Maribor, SloveniaFaculty of Education, University of Maribor, Maribor, SloveniaA coordinated functioning of beta cells within pancreatic islets is mediated by oscillatory membrane depolarization and subsequent changes in cytoplasmic calcium concentration. While gap junctions allow for intraislet information exchange, beta cells within islets form complex syncytia that are intrinsically nonlinear and highly heterogeneous. To study spatiotemporal calcium dynamics within these syncytia, we make use of computational modeling and confocal high-speed functional multicellular imaging. We show that model predictions are in good agreement with experimental data, especially if a high degree of heterogeneity in the intercellular coupling term is assumed. In particular, during the first few minutes after stimulation, the probability distribution of calcium wave sizes is characterized by a power law, thus indicating critical behavior. After this period, the dynamics changes qualitatively such that the number of global intercellular calcium events increases to the point where the behavior becomes supercritical. To better mimic normal in vivo conditions, we compare the described behavior during supraphysiological non-oscillatory stimulation with the behavior during exposure to a slightly lower and oscillatory glucose challenge. In the case of this protocol, we observe only critical behavior in both experiment and model. Our results indicate that the loss of oscillatory changes, along with the rise in plasma glucose observed in diabetes, could be associated with a switch to supercritical calcium dynamics and loss of beta cell functionality.http://journal.frontiersin.org/article/10.3389/fphys.2017.01106/fullbeta cellsislets of Langerhansself-organized criticalityintercellular dynamicscalcium wavesglucose oscillations
collection DOAJ
language English
format Article
sources DOAJ
author Marko Gosak
Marko Gosak
Andraž Stožer
Rene Markovič
Rene Markovič
Rene Markovič
Jurij Dolenšek
Matjaž Perc
Matjaž Perc
Matjaž Perc
Marjan S. Rupnik
Marjan S. Rupnik
Marko Marhl
Marko Marhl
spellingShingle Marko Gosak
Marko Gosak
Andraž Stožer
Rene Markovič
Rene Markovič
Rene Markovič
Jurij Dolenšek
Matjaž Perc
Matjaž Perc
Matjaž Perc
Marjan S. Rupnik
Marjan S. Rupnik
Marko Marhl
Marko Marhl
Critical and Supercritical Spatiotemporal Calcium Dynamics in Beta Cells
Frontiers in Physiology
beta cells
islets of Langerhans
self-organized criticality
intercellular dynamics
calcium waves
glucose oscillations
author_facet Marko Gosak
Marko Gosak
Andraž Stožer
Rene Markovič
Rene Markovič
Rene Markovič
Jurij Dolenšek
Matjaž Perc
Matjaž Perc
Matjaž Perc
Marjan S. Rupnik
Marjan S. Rupnik
Marko Marhl
Marko Marhl
author_sort Marko Gosak
title Critical and Supercritical Spatiotemporal Calcium Dynamics in Beta Cells
title_short Critical and Supercritical Spatiotemporal Calcium Dynamics in Beta Cells
title_full Critical and Supercritical Spatiotemporal Calcium Dynamics in Beta Cells
title_fullStr Critical and Supercritical Spatiotemporal Calcium Dynamics in Beta Cells
title_full_unstemmed Critical and Supercritical Spatiotemporal Calcium Dynamics in Beta Cells
title_sort critical and supercritical spatiotemporal calcium dynamics in beta cells
publisher Frontiers Media S.A.
series Frontiers in Physiology
issn 1664-042X
publishDate 2017-12-01
description A coordinated functioning of beta cells within pancreatic islets is mediated by oscillatory membrane depolarization and subsequent changes in cytoplasmic calcium concentration. While gap junctions allow for intraislet information exchange, beta cells within islets form complex syncytia that are intrinsically nonlinear and highly heterogeneous. To study spatiotemporal calcium dynamics within these syncytia, we make use of computational modeling and confocal high-speed functional multicellular imaging. We show that model predictions are in good agreement with experimental data, especially if a high degree of heterogeneity in the intercellular coupling term is assumed. In particular, during the first few minutes after stimulation, the probability distribution of calcium wave sizes is characterized by a power law, thus indicating critical behavior. After this period, the dynamics changes qualitatively such that the number of global intercellular calcium events increases to the point where the behavior becomes supercritical. To better mimic normal in vivo conditions, we compare the described behavior during supraphysiological non-oscillatory stimulation with the behavior during exposure to a slightly lower and oscillatory glucose challenge. In the case of this protocol, we observe only critical behavior in both experiment and model. Our results indicate that the loss of oscillatory changes, along with the rise in plasma glucose observed in diabetes, could be associated with a switch to supercritical calcium dynamics and loss of beta cell functionality.
topic beta cells
islets of Langerhans
self-organized criticality
intercellular dynamics
calcium waves
glucose oscillations
url http://journal.frontiersin.org/article/10.3389/fphys.2017.01106/full
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