Pancreatic $\beta-$Cell Dynamics with Three-Time-Scale Systems
Navojit Dhali Pallab

TL;DR
This paper analyzes pancreatic beta-cell oscillations using a three-time-scale mathematical model, applying advanced geometric methods to understand glucose-dependent dynamics and their implications for diabetes research.
Contribution
It introduces a three-time-scale framework and blow-up analysis to study beta-cell oscillations, revealing new insights into bursting behavior and glucose regulation mechanisms.
Findings
Identifies the role of ATP in oscillatory dynamics
Defines linger time at pseudo-singular points
Provides conditions for bursting synchronization
Abstract
Pancreatic cells regulate insulin secretion through complex oscillations, which are vital for glucose control and diabetes research. In this paper, an existing mathematical model of cell dynamics is analyzed using a three-time-scale framework to study interactions among fast, intermediate, and slow variables. Through Geometric Singular Perturbation Theory (GSPT), the influence of ATP on oscillatory dynamics via membrane potential is explored. At the non-hyperbolic point, where standard methods fail, blow-up analysis is applied to investigate canard dynamics shaped by intermediate and slow variables. Numerical simulations with varied parameters reveal the glucose-dependent oscillations linked to slow dynamics near the pseudo-singular points. By leveraging the pseudo-singular point, the linger time is defined, and simulated results for the coupling strength needed for…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
