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November 13, 2019Scientific Reports21 citationsOpen Access

Standardised Framework for Quantitative Analysis of Fibrillation Dynamics

XLXinyang LiCRCaroline H. RoneyBHBalvinder Handa

Key Result

A standardized open-source framework for quantifying rotational drivers in myocardial fibrillation demonstrated that variations in analysis parameters significantly affect the interpretation of fibrillatory mechanisms.

Structured PICO

P
Population
Experimental models of fibrillation, including rat ventricular fibrillation (VF), canine atrial fibrillation (AF), and simulated canine AF
I
Intervention
A standardized framework and open-source MATLAB toolbox for quantifying properties of wavefront dynamics, phase mapping, phase singularity (PS) tracking, and rotational driver (RD) quantification
O
Outcome
Accurate localization and quantification of rotational drivers (RDs) and phase singularities (PSs)surrogate

The introduction of an open-source, standardized framework for analyzing optical mapping data in fibrillation improves the reproducibility and accuracy of identifying rotational drivers across different experimental models.

Limitations

  • Sensitivity of the analysis techniques to the choices of parameters
  • May not be suitable for rotational driver quantification using low-resolution clinical electrograms
  • Assumes data are arranged on a regular two-dimensional spatial grid, requiring interpolation for curved 3D geometries
  • Dependence on the spatial resolution of the underlying data
  • May not be suitable for RD quantification using clinical electrograms due to low spatial resolution
  • Assumes data are arranged on a regular two-dimensional spatial grid, requiring interpolation for three-dimensional tissue

Abstract

The analysis of complex mechanisms underlying ventricular fibrillation (VF) and atrial fibrillation (AF) requires sophisticated tools for studying spatio-temporal action potential (AP) propagation dynamics. However, fibrillation analysis tools are often custom-made or proprietary, and vary between research groups. With no optimal standardised framework for analysis, results from different studies have led to disparate findings. Given the technical gap, here we present a comprehensive framework and set of principles for quantifying properties of wavefront dynamics in phase-processed data recorded during myocardial fibrillation with potentiometric dyes. Phase transformation of the fibrillatory data is particularly useful for identifying self-perpetuating spiral waves or rotational drivers (RDs) rotating around a phase singularity (PS). RDs have been implicated in sustaining fibrillation, and thus accurate localisation and quantification of RDs is crucial for understanding specific fibrillatory mechanisms. In this work, we assess how variation of analysis parameters and thresholds in the tracking of PSs and quantification of RDs could result in different interpretations of the underlying fibrillation mechanism. These techniques have been described and applied to experimental AF and VF data, and AF simulations, and examples are provided from each of these data sets to demonstrate the range of fibrillatory behaviours and adaptability of these tools. The presented methodologies are available as an open source software and offer an off-the-shelf research toolkit for quantifying and analysing fibrillatory mechanisms.

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Cite This Study

Li et al. (2019) studied Ventricular and Atrial Fibrillation. Standardised framework for quantitative analysis of fibrillation dynamics (MATLAB toolbox) was evaluated. A standardized open-source framework for quantifying rotational drivers in myocardial fibrillation demonstrated that variations in analysis parameters significantly affect the interpretation of fibrillatory mechanisms.

synapsesocial.com/papers/6a1ac490739ab56a9085f185https://doi.org/10.1038/s41598-019-52976-y
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