McCann Anna, Vesin Jean-Marc, Pruvot Etienne, Roten Laurent, Sticherling Christian, Luca Adrian
Applied Signal Processing Group, Swiss Federal Institute of Technology, Lausanne, Switzerland.
Service of Cardiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
Front Physiol. 2021 Mar 30;12:654053. doi: 10.3389/fphys.2021.654053. eCollection 2021.
Consistently successful patient outcomes following catheter ablation (CA) for treatment of persistent atrial fibrillation (pers-AF) remain elusive. We propose an electrocardiogram (ECG) analysis designed to (1) refine selection of patients most likely to benefit from ablation, and (2) examine the temporal evolution of AF organization indices that could act as clinical indicators of ongoing ablation effectiveness and completeness. Twelve-lead ECG was continuously recorded in 40 patients (61 ± 8 years) during stepwise CA (step-CA) procedures for treatment of pers-AF (sustained duration 19 ± 11 months). Following standard pre-processing, ECG signals were divided into 10-s epochs and labeled according to their temporal placement: pre-PVI (baseline), dur-PVI (during pulmonary vein isolation), and post-PVI (during complex-fractionated atrial electrograms and linear ablation). Instantaneous frequency (IF), adaptive organization index (AOI), sample entropy (SampEn) and f-wave amplitude (FWA) measures were calculated and analyzed during each of the three temporal steps. Temporal evolution of these measures was assessed using a statistical test for mean value transitions, as an indicator of changes in AF organization. Results were then compared between: (i) patients grouped according to step-CA outcome; (ii) patients grouped according to type of arrhythmia recurrence following the procedure, if applicable; (iii) within the same patient group during the three different temporal steps. Stepwise CA patient outcomes were as follows: (1) left-atrium (LA) terminated, not recurring (LTN, = 8), (2) LA terminated, recurring (LTR, = 20), and (3) not LA terminated, all recurring at follow-up (NLT, = 12). Among the LTR and NLT patients, recurrence occurred as AF in seven patients and atrial tachycardia or atrial flutter (AT/AFL) in the remaining 25 patients. The ECG measures indicated the lowest level of organization in the NLT group for all ablation steps. The highest organization was observed in the LTN group, while the LTR group displayed an intermediate level of organization. Regarding time evolution of ECG measures in dur-PVI and post-PVI recordings, stepwise ablation led to increases in AF organization in most patients, with no significant differences between the LTN, LTR, and NLT groups. The median decrease in IF and increase in AOI were significantly greater in AT/AFL recurring patients than in AF recurring patients; however, changes in the SampEn and FWA parameters were not significantly different between types of recurrence. Noninvasive ECG measures, though unable to predict arrhythmia recurrence following ablation, show the lowest levels of AF organization in patients that do not respond well to step-CA. Increasing AF organization in post-PVI may be associated with organized arrhythmia recurrence after a single ablation procedure.
对于持续性心房颤动(pers - AF),导管消融(CA)术后始终取得成功的患者治疗效果仍难以捉摸。我们提出了一种心电图(ECG)分析方法,旨在(1)优化最可能从消融中获益的患者的选择,以及(2)检查心房颤动组织指数的时间演变,这些指数可作为正在进行的消融有效性和完整性的临床指标。在40例(61±8岁)接受逐步CA(step - CA)治疗pers - AF(持续时间19±11个月)的患者中连续记录12导联心电图。经过标准预处理后,ECG信号被分成10秒的时段,并根据其时间位置进行标记:PVI前(基线)、PVI期间(肺静脉隔离期间)和PVI后(在复杂碎裂心房电图和线性消融期间)。在三个时间步骤中的每一个步骤期间计算并分析瞬时频率(IF)、自适应组织指数(AOI)、样本熵(SampEn)和f波振幅(FWA)测量值。使用均值转换的统计检验评估这些测量值的时间演变,作为心房颤动组织变化的指标。然后在以下几组之间比较结果:(i)根据step - CA结果分组的患者;(ii)根据术后心律失常复发类型分组的患者(如适用);(iii)在同一患者组的三个不同时间步骤期间。逐步CA患者的结果如下:(1)左心房(LA)终止,未复发(LTN,n = 8);(2)LA终止,复发(LTR,n = 20);(3)LA未终止,随访时均复发(NLT,n = 12)。在LTR和NLT患者中,7例患者复发为心房颤动,其余25例患者复发为房性心动过速或心房扑动(AT/AFL)。ECG测量表明,在所有消融步骤中,NLT组的组织水平最低。在LTN组中观察到最高的组织水平,而LTR组显示出中等组织水平。关于PVI期间和PVI后记录中ECG测量值的时间演变,逐步消融导致大多数患者的心房颤动组织增加,LTN、LTR和NLT组之间无显著差异。AT/AFL复发患者的IF中位数下降和AOI增加显著大于心房颤动复发患者;然而,SampEn和FWA参数的变化在复发类型之间无显著差异。无创ECG测量虽然无法预测消融后心律失常的复发,但在对step - CA反应不佳的患者中显示出最低水平的心房颤动组织。PVI后心房颤动组织增加可能与单次消融术后有组织的心律失常复发有关。