Multifractal Desynchronization of the Cardiac Excitable Cell Network During Atrial Fibrillation. I. Multifractal

Guillaume Attuel1, Evgeniya Gerasimova-Chechkina2, Francoise Argoul3

  • 1Geometry and Statistics in Acquisition Data, Centre de Recherche INRIA, Talence, France.

Insights

This study analyzes atrial fibrillation (AF) using wavelet-based multifractal analysis. Findings reveal "multifractal white noise" in cardiac electrical activity, challenging current AF theories and suggesting ANS involvement.

Area of Science:

  • Cardiac Electrophysiology
  • Nonlinear Dynamics
  • Signal Processing

Background:

  • Atrial fibrillation (AF) is a common arrhythmia with significant stroke risk.
  • Current treatments for AF have limitations, with frequent long-term relapses.
  • Understanding AF mechanisms, including onset and perpetuation, remains crucial.

Purpose of the Study:

  • To investigate the underlying mechanisms of AF using advanced signal analysis.
  • To analyze the electrical activity of the human heart during AF episodes.
  • To explore the role of different cardiac regions and the autonomic nervous system (ANS) in AF.

Main Methods:

  • Development of a wavelet-based multi-scale strategy for analyzing heart electrical activity.
  • Computation of multifractal spectra using wavelet transform modulus maxima methods (moment and magnitude cumulant).
  • Two-point magnitude correlation analysis to assess time-scale structures.

Main Results:

  • Quantitative evidence of multifractal intermittent nature in cardiac impulse electric energy at low frequencies (times > 0.5s).
  • Electric energy dynamics characterized as 'multifractal white noise' with quadratic (log-normal) multifractal spectra.
  • Observed transitions in multifractal spectra correlating with anatomical substrates (left atrial posterior wall, ligament of Marshall) and ANS innervation.

Conclusions:

  • The findings challenge traditional concepts of functional reentrant circuits in AF.
  • The results suggest a potential role for the autonomic nervous system in AF perpetuation.
  • A companion modeling paper proposes gap junction conductance kinetics as a mechanism for desynchronization in denervated hearts.

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