Cargando…

Anatomical and electrophysiological factors involved in atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation

FUNDING ACKNOWLEDGEMENTS: Type of funding sources: None. BACKGROUND: Progressive atrial fibrotic remodeling has been reported to be associated with atrial cardiomyopathy and the transition from paroxysmal to persistent atrial fibrillation(AF). We sought to identify the anatomical and electrophysiolo...

Descripción completa

Detalles Bibliográficos
Autores principales: Huang, T, Nairn, D N, Arentz, T A, Jadidi, A J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10207507/
http://dx.doi.org/10.1093/europace/euad122.630
_version_ 1785046470835044352
author Huang, T
Nairn, D N
Arentz, T A
Jadidi, A J
author_facet Huang, T
Nairn, D N
Arentz, T A
Jadidi, A J
author_sort Huang, T
collection PubMed
description FUNDING ACKNOWLEDGEMENTS: Type of funding sources: None. BACKGROUND: Progressive atrial fibrotic remodeling has been reported to be associated with atrial cardiomyopathy and the transition from paroxysmal to persistent atrial fibrillation(AF). We sought to identify the anatomical and electrophysiological factors involved in atrial remodeling that promote AF persistency. METHODS: Consecutive patients with paroxysmal(n=134) or persistent(n=136) AF who presented for their first AF ablation procedure were included. Patients underwent high-definition mapping (1835 ± 421 sites/map) during sinus rhythm and were randomized to training and validation sets for model development and evaluation. A total of 62 parameters from both electro-anatomical left atrial(LA) mapping and non-invasive baseline data were extracted encompassing four main categories: (1)LA size, (2)extent of low-voltage-substrate(LVS), (3)LA voltages and (4)bi-atrial conduction time as identified by the duration of amplified P-wave(APWD) in a digital 12-lead-ECG. Least absolute shrinkage and selection operator(LASSO) and logistic regression were performed to identify the factors that are most relevant to AF persistency in each category alone and all categories combined. The performance of the developed models for diagnosis of AF persistency was validated regarding discrimination, calibration and clinical usefulness. RESULTS: In training and validation sets, APWD (threshold 151ms), LA volume (threshold 94ml), bipolar LVS area <1.0 mV (threshold 4.55cm2) and LA global mean voltage (GMV, threshold 1.66mV) were identified as best determinants for AF persistency in the respective category. Moreover, APWD (AUC 0.851 and 0.801) and LA volume (AUC 0.788 and 0.741) achieved better discrimination than LVS extent (AUC 0.783 and 0.682) and GMV (AUC 0.751 and 0.707). The integrated model (combining APWD and LAV, which were identified after selection among all 62 parameters) yielded the best discrimination performance between AF types (AUC 0.876 in training set and 0.830 in validation set). The calibration performance and clinical usefulness were also superior in APWD and LAV. CONCLUSION: Among 62 electro-anatomical parameters, we identified APWD, LA volume, LVS extent and mean LA voltage as the four determinant electrophysiological and anatomical factors that are most indicative for AF persistency. Notably, the combination of APWD with LA volume enabled discrimination between paroxysmal and persistent AF with high accuracy, emphasizing their importance as underlying substrate of persistent AF. [Figure: see text] [Figure: see text]
format Online
Article
Text
id pubmed-10207507
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-102075072023-05-25 Anatomical and electrophysiological factors involved in atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation Huang, T Nairn, D N Arentz, T A Jadidi, A J Europace 9.3.7 - Noninvasive Diagnostic Methods FUNDING ACKNOWLEDGEMENTS: Type of funding sources: None. BACKGROUND: Progressive atrial fibrotic remodeling has been reported to be associated with atrial cardiomyopathy and the transition from paroxysmal to persistent atrial fibrillation(AF). We sought to identify the anatomical and electrophysiological factors involved in atrial remodeling that promote AF persistency. METHODS: Consecutive patients with paroxysmal(n=134) or persistent(n=136) AF who presented for their first AF ablation procedure were included. Patients underwent high-definition mapping (1835 ± 421 sites/map) during sinus rhythm and were randomized to training and validation sets for model development and evaluation. A total of 62 parameters from both electro-anatomical left atrial(LA) mapping and non-invasive baseline data were extracted encompassing four main categories: (1)LA size, (2)extent of low-voltage-substrate(LVS), (3)LA voltages and (4)bi-atrial conduction time as identified by the duration of amplified P-wave(APWD) in a digital 12-lead-ECG. Least absolute shrinkage and selection operator(LASSO) and logistic regression were performed to identify the factors that are most relevant to AF persistency in each category alone and all categories combined. The performance of the developed models for diagnosis of AF persistency was validated regarding discrimination, calibration and clinical usefulness. RESULTS: In training and validation sets, APWD (threshold 151ms), LA volume (threshold 94ml), bipolar LVS area <1.0 mV (threshold 4.55cm2) and LA global mean voltage (GMV, threshold 1.66mV) were identified as best determinants for AF persistency in the respective category. Moreover, APWD (AUC 0.851 and 0.801) and LA volume (AUC 0.788 and 0.741) achieved better discrimination than LVS extent (AUC 0.783 and 0.682) and GMV (AUC 0.751 and 0.707). The integrated model (combining APWD and LAV, which were identified after selection among all 62 parameters) yielded the best discrimination performance between AF types (AUC 0.876 in training set and 0.830 in validation set). The calibration performance and clinical usefulness were also superior in APWD and LAV. CONCLUSION: Among 62 electro-anatomical parameters, we identified APWD, LA volume, LVS extent and mean LA voltage as the four determinant electrophysiological and anatomical factors that are most indicative for AF persistency. Notably, the combination of APWD with LA volume enabled discrimination between paroxysmal and persistent AF with high accuracy, emphasizing their importance as underlying substrate of persistent AF. [Figure: see text] [Figure: see text] Oxford University Press 2023-05-24 /pmc/articles/PMC10207507/ http://dx.doi.org/10.1093/europace/euad122.630 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the European Society of Cardiology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle 9.3.7 - Noninvasive Diagnostic Methods
Huang, T
Nairn, D N
Arentz, T A
Jadidi, A J
Anatomical and electrophysiological factors involved in atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation
title Anatomical and electrophysiological factors involved in atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation
title_full Anatomical and electrophysiological factors involved in atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation
title_fullStr Anatomical and electrophysiological factors involved in atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation
title_full_unstemmed Anatomical and electrophysiological factors involved in atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation
title_short Anatomical and electrophysiological factors involved in atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation
title_sort anatomical and electrophysiological factors involved in atrial cardiomyopathy identify remodeling discrepancies between paroxysmal and persistent atrial fibrillation
topic 9.3.7 - Noninvasive Diagnostic Methods
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10207507/
http://dx.doi.org/10.1093/europace/euad122.630
work_keys_str_mv AT huangt anatomicalandelectrophysiologicalfactorsinvolvedinatrialcardiomyopathyidentifyremodelingdiscrepanciesbetweenparoxysmalandpersistentatrialfibrillation
AT nairndn anatomicalandelectrophysiologicalfactorsinvolvedinatrialcardiomyopathyidentifyremodelingdiscrepanciesbetweenparoxysmalandpersistentatrialfibrillation
AT arentzta anatomicalandelectrophysiologicalfactorsinvolvedinatrialcardiomyopathyidentifyremodelingdiscrepanciesbetweenparoxysmalandpersistentatrialfibrillation
AT jadidiaj anatomicalandelectrophysiologicalfactorsinvolvedinatrialcardiomyopathyidentifyremodelingdiscrepanciesbetweenparoxysmalandpersistentatrialfibrillation