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局部稳定转子枢轴处高香农熵的起源与特征:来自计算模拟的见解

Origin and characteristics of high Shannon entropy at the pivot of locally stable rotors: insights from computational simulation.

作者信息

Ganesan Anand N, Kuklik Pawel, Gharaviri Ali, Brooks Anthony, Chapman Darius, Lau Dennis H, Roberts-Thomson Kurt C, Sanders Prashanthan

机构信息

Centre for Heart Rhythm Disorders (CHRD), South Australian Health and Medical Research Institute (SAHMRI), University of Adelaide and Royal Adelaide Hospital, Adelaide, Australia.

Department of Physiology, Maastricht University Medical Center, Maastricht, The Netherlands; Department of Cardiology, Electrophysiology, University Heart Center, Hamburg, Germany.

出版信息

PLoS One. 2014 Nov 17;9(11):e110662. doi: 10.1371/journal.pone.0110662. eCollection 2014.

Abstract

BACKGROUND

Rotors are postulated to maintain cardiac fibrillation. Despite the importance of bipolar electrograms in clinical electrophysiology, few data exist on the properties of bipolar electrograms at rotor sites. The pivot of a spiral wave is characterized by relative uncertainty of wavefront propagation direction compared to the periphery. The bipolar electrograms used in electrophysiology recording encode information on both direction and timing of approaching wavefronts.

OBJECTIVE

To test the hypothesis that bipolar electrograms from the pivot of rotors have higher Shannon entropy (ShEn) than electrograms recorded at the periphery due to the spatial dynamics of spiral waves.

METHODS AND RESULTS

We studied spiral wave propagation in 2-dimensional sheets constructed using a simple cell automaton (FitzHugh-Nagumo), atrial (Courtemanche-Ramirez-Nattel) and ventricular (Luo-Rudy) myocyte cell models and in a geometric model spiral wave. In each system, bipolar electrogram recordings were simulated, and Shannon entropy maps constructed as a measure of electrogram information content. ShEn was consistently highest in the pivoting region associated with the phase singularity of the spiral wave. This property was consistently preserved across; (i) variation of model system (ii) alterations in bipolar electrode spacing, (iii) alternative bipolar electrode orientation (iv) bipolar electrogram filtering and (v) in the presence of rotor meander. Directional activation plots demonstrated that the origin of high ShEn at the pivot was the directional diversity of wavefront propagation observed in this location.

CONCLUSIONS

The pivot of the rotor is consistently associated with high Shannon entropy of bipolar electrograms despite differences in action potential model, bipolar electrode spacing, signal filtering and rotor meander. Maximum ShEn is co-located with the pivot for rotors observed in the bipolar electrogram recording mode, and may be an intrinsic property of spiral wave dynamic behaviour.

摘要

背景

有假设认为转子维持心脏颤动。尽管双极电图在临床电生理学中很重要,但关于转子部位双极电图特性的数据却很少。与周边相比,螺旋波的枢轴特征在于波前传播方向的相对不确定性。电生理记录中使用的双极电图编码了接近波前的方向和时间信息。

目的

检验以下假设,即由于螺旋波的空间动力学,来自转子枢轴的双极电图比在周边记录的电图具有更高的香农熵(ShEn)。

方法与结果

我们研究了螺旋波在使用简单细胞自动机(FitzHugh-Nagumo)、心房(Courtemanche-Ramirez-Nattel)和心室(Luo-Rudy)心肌细胞模型构建的二维薄片以及几何模型螺旋波中的传播。在每个系统中,模拟双极电图记录,并构建香农熵图作为电图信息含量的度量。ShEn在与螺旋波相位奇点相关的枢转区域始终最高。这一特性在以下方面始终保持:(i)模型系统的变化;(ii)双极电极间距的改变;(iii)双极电极的替代取向;(iv)双极电图滤波;以及(v)存在转子曲折的情况下。方向激活图表明,枢轴处高ShEn的起源是在该位置观察到的波前传播的方向多样性。

结论

尽管动作电位模型、双极电极间距、信号滤波和转子曲折存在差异,但转子的枢轴始终与双极电图的高香农熵相关。在双极电图记录模式下观察到的转子,最大ShEn与枢轴位于同一位置,并且可能是螺旋波动态行为的固有属性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d18/4234245/dd1e6aa5ebe8/pone.0110662.g001.jpg

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