Modeling biological oscillations: integration of short reaction pauses into a stationary model of a negative feedback loop generates sustained long oscillations

The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania, United States
Department of Botany, Oklahoma State University, Stillwater, Oklahoma, United States
DOI
10.7287/peerj.preprints.1272v1
Subject Areas
Biophysics, Computational Biology, Mathematical Biology
Keywords
biological rhythmicity, emergent system behavior, diffusion-based reaction pause, mathematical modeling, negative feedback
Copyright
© 2015 Yang et al.
Licence
This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ PrePrints) and either DOI or URL of the article must be cited.
Cite this article
Yang L, Yang M. 2015. Modeling biological oscillations: integration of short reaction pauses into a stationary model of a negative feedback loop generates sustained long oscillations. PeerJ PrePrints 3:e1272v1

Abstract

Sustained oscillations are frequently observed in biological systems consisting of a negative feedback loop, but a mathematical model with two ordinary differential equations (ODE) that has a negative feedback loop structure fails to produce sustained oscillations. Only when a time delay is introduced into the system by expanding to a three-ODE model, transforming to a two-DDE model, or introducing a bistable trigger do stable oscillations present themselves. In this study, we propose another mechanism for producing sustained oscillations based on periodic reaction pauses of chemical reactions in a negative feedback system. We model the oscillatory system behavior by allowing the coefficients in the two-ODE model to be periodic functions of time – called pulsate functions – to account for reactions with go-stop pulses. We find that replacing coefficients in the two-ODE system with pulsate functions with micro-scale (several seconds) pauses can produce stable system-wide oscillations that have periods of approximately one to several hours long. We also compare our two-ODE and three-ODE models with the two-DDE, three-ODE, and three-DDE models without the pulsate functions. Our numerical experiments suggest that sustained long oscillations in biological systems with a negative feedback loop may be an intrinsic property arising from the slow diffusion-based pulsate behavior of biochemical reactions.

Author Comment

This is a submission to PeerJ for review.