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Modeling Active Non-Markovian Oscillations.

G Tucci1, É Roldán2, A Gambassi1

  • 1SISSA-International School for Advanced Studies and INFN, via Bonomea 265, 34136 Trieste, Italy.

Physical Review Letters
|July 29, 2022
PubMed
Summary
This summary is machine-generated.

We developed a minimal linear stochastic model with non-Markovian bistable noise to explain noisy oscillations in active systems. This model accurately describes bullfrog hair bundle motion, estimating active oscillation power at 100 kBT per cycle.

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Area of Science:

  • Physics
  • Biophysics
  • Nonlinear Dynamics

Background:

  • Modeling noisy oscillations in active systems presents a significant challenge due to complex underlying physical mechanisms.
  • Understanding these oscillations is crucial for advancements in physics and biology.

Purpose of the Study:

  • To propose a novel linear stochastic model capable of generating self-sustained periodic oscillations.
  • To analytically derive key dynamical and thermodynamic properties of the proposed model.
  • To validate the model's accuracy using experimental data from biological systems.

Main Methods:

  • Development of a linear stochastic model driven by non-Markovian bistable noise.
  • Analytical derivation of dynamical and thermodynamic properties.
  • Comparison of model predictions with experimental data on bullfrog sacculus hair bundle oscillations.

Main Results:

  • The model successfully generates self-sustained periodic oscillations.
  • Analytical predictions for the model's properties were derived.
  • The model accurately describes bistable-like oscillatory motion observed in bullfrog hair bundles.

Conclusions:

  • A minimal linear stochastic model with non-Markovian bistable noise effectively captures noisy oscillations in active systems.
  • The model provides an accurate description of biological oscillatory phenomena, specifically bullfrog hair bundle motion.
  • The estimated power required for these active oscillations is approximately 100 kBT per cycle.