AI Article Synopsis

  • This study investigates the relationship between the size of spatial regions with synchronized electrogram (EGM) patterns and clinical responses to ablation in patients with atrial tachyarrhythmias, specifically focusing on atrial tachycardia (AT) and atrial fibrillation (AF).
  • It involved 160 patients, categorizing them into those with AF that responded to ablation, those without response, and those with AT, finding that the largest EGM regions were seen in AT and the smallest in AF non-responders.
  • The results indicated that the characteristics of the synchronized EGMs can predict clinical outcomes in AF patients and can be used to enhance comparisons of different mapping technologies and treatment methods.

Article Abstract

Aims: There is a clinical spectrum for atrial tachyarrhythmias wherein most patients with atrial tachycardia (AT) and some with atrial fibrillation (AF) respond to ablation, while others do not. It is undefined if this clinical spectrum has pathophysiological signatures. This study aims to test the hypothesis that the size of spatial regions showing repetitive synchronized electrogram (EGM) shapes over time reveals a spectrum from AT, to AF patients who respond acutely to ablation, to AF patients without acute response.

Methods And Results: We studied n = 160 patients (35% women, 65.0 ± 10.4 years) of whom (i) n = 75 had AF terminated by ablation propensity matched to (ii) n = 75 without AF termination and (iii) n = 10 with AT. All patients had mapping by 64-pole baskets to identify areas of repetitive activity (REACT) to correlate unipolar EGMs in shape over time. Synchronized regions (REACT) were largest in AT, smaller in AF termination, and smallest in non-termination cohorts (0.63 ± 0.15, 0.37 ± 0.22, and 0.22 ± 0.18, P < 0.001). Area under the curve for predicting AF termination in hold-out cohorts was 0.72 ± 0.03. Simulations showed that lower REACT represented greater variability in clinical EGM timing and shape. Unsupervised machine learning of REACT and extensive (50) clinical variables yielded four clusters of increasing risk for AF termination (P < 0.01, χ2), which were more predictive than clinical profiles alone (P < 0.001).

Conclusion: The area of synchronized EGMs within the atrium reveals a spectrum of clinical response in atrial tachyarrhythmias. These fundamental EGM properties, which do not reflect any predetermined mechanism or mapping technology, predict outcome and offer a platform to compare mapping tools and mechanisms between AF patient groups.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10227659PMC
http://dx.doi.org/10.1093/europace/euad055DOI Listing

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