ArticlePLoS computational biology2014
Phase transitions in the multi-cellular regulatory behavior of pancreatic islet excitability.
Article in PLoS computational biology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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Who cites it
32 citing papers in PubMed, 52 citations in OpenAlex.
- Pancreatic nerves across species: Anatomical and functional disparities and their metabolic ramifications.World journal of methodology · 2026Review
- Heterogeneity in the coordination of delta cells with beta cells is driven by both paracrine signals and low-density Cx36 gap junctions.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Glucokinase activity controls peripherally located subpopulations of β-cells that lead islet CaeLife · 2025Article
- Glucokinase activity controls peripherally-located subpopulations of β-cells that lead islet CabioRxiv : the preprint server for biology · 2024Article
- Exploring pancreatic beta-cell subgroups and their connectivity.Nature metabolism · 2024Review
- A primer on modelling pancreatic islets: from models of coupled β-cells to multicellular islet models.Islets · 2023Review
- Article
- Geometric and topological characterization of the cytoarchitecture of islets of Langerhans.PLoS computational biology · 2023Article
- Acid-Resistant BODIPY Amino Acids for Peptide-Based Fluorescence Imaging of GPR54 Receptors in Pancreatic Islets.Angewandte Chemie (Weinheim an der Bergstrasse, Germany) · 2023Article
- Acid-Resistant BODIPY Amino Acids for Peptide-Based Fluorescence Imaging of GPR54 Receptors in Pancreatic Islets.Angewandte Chemie (International ed. in English) · 2023Article
- Functional characteristics of hub and wave-initiator cells in β cell networks.Biophysical journal · 2023Article
- Review
- Functional architecture of pancreatic islets identifies a population of first responder cells that drive the first-phase calcium response.PLoS biology · 2022Article
- The physiological role of β-cell heterogeneity in pancreatic islet function.Nature reviews. Endocrinology · 2022Review
- Reduced synchroneity of intra-islet CaeLife · 2021Article
- Small subpopulations of β-cells do not drive islet oscillatory [Ca2+] dynamics via gap junction communication.PLoS computational biology · 2021Article
- Article
- β Cells Operate Collectively to Help Maintain Glucose Homeostasis.Biophysical journal · 2020Article
- How Heterogeneity in Glucokinase and Gap-Junction Coupling Determines the Islet [CaBiophysical journal · 2019Article
- Heterogeneity and Delayed Activation as Hallmarks of Self-Organization and Criticality in Excitable Tissue.Frontiers in physiology · 2019Article
Corrections and comments
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
The pancreatic islets of Langerhans are multicellular micro-organs integral to maintaining glucose homeostasis through secretion of the hormone insulin. β-cells within the islet exist as a highly coupled electrical network which coordinates electrical activity and insulin release at high glucose, but leads to global suppression at basal glucose. Despite its importance, how network dynamics generate this emergent binary on/off behavior remains to be elucidated. Previous work has suggested that a small threshold of quiescent cells is able to suppress the entire network. By modeling the islet as a Boolean network, we predicted a phase-transition between globally active and inactive states would emerge near this threshold number of cells, indicative of critical behavior. This was tested using islets with an inducible-expression mutation which renders defined numbers of cells electrically inactive, together with pharmacological modulation of electrical activity. This was combined with real-time imaging of intracellular free-calcium activity [Ca2+]i and measurement of physiological parameters in mice. As the number of inexcitable cells was increased beyond ∼15%, a phase-transition in islet activity occurred, switching from globally active wild-type behavior to global quiescence. This phase-transition was also seen in insulin secretion and blood glucose, indicating physiological impact. This behavior was reproduced in a multicellular dynamical model suggesting critical behavior in the islet may obey general properties of coupled heterogeneous networks. This study represents the first detailed explanation for how the islet facilitates inhibitory activity in spite of a heterogeneous cell population, as well as the role this plays in diabetes and its reversal. We further explain how islets utilize this critical behavior to leverage cellular heterogeneity and coordinate a robust insulin response with high dynamic range. These findings also give new insight into emergent multicellular dynamics in general which are applicable to many coupled physiological systems, specifically where inhibitory dynamics result from coupled networks.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.