Evidence map›Paper›PMID 37434040›Full record

ArticleJournal of interventional cardiac electrophysiology : an international journal of arrhythmias and pacing2026

Complexity analysis of electrical activity during endocardial and epicardial biventricular mapping of ventricular fibrillation.

Vasanth Ravikumar, Xiangzhen Kong, Nick Y Tan, George Christopolous, Thomas P Ladas, Zhi Jiang, Jason A Tri, Alan M Sugrue, Samuel J Asirvatham, Christopher V DeSimone and 1 more

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In one paragraph

Article in Journal of interventional cardiac electrophysiology : an international journal of arrhythmias and pacing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.7field-weighted citation impact, top 28% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 3 citations in OpenAlex.

  1. Article
  2. Contemporary Trends in Pulsed Field Ablation for Cardiac Arrhythmias.Journal of cardiovascular development and disease · 2024
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 2 institutions in 1 country.

Vasanth RavikumarDepartment of Electrical Engineering, University of Minnesota, Minneapolis, USA.
Xiangzhen KongDepartment of Electrical Engineering, University of Minnesota, Minneapolis, USA.
Nick Y TanCardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
George ChristopolousCardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
Thomas P LadasCardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
Zhi JiangCardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
Jason A TriCardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
Alan M SugrueCardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
Samuel J AsirvathamCardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
Christopher V DeSimoneCardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
Elena G TolkachevaDepartment of Biomedical Engineering, University of Minnesota, 312 Church St SE, Minneapolis, MN, 55455, USA. talkacal@umn.edu.ORCID http://orcid.org/0000-0003-1624-5793
Mayo Clinic in Arizona · USUniversity of Minnesota · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundVentricular fibrillation (VF) is a lethal cardiac arrhythmia that is a significant cause of sudden cardiac death. Comprehensive studies of spatiotemporal characteristics of VF in situ are difficult to perform with current mapping systems and catheter technology.

objectiveThe goal of this study was to develop a computational approach to characterize VF using a commercially available technology in a large animal model. Prior data suggests that characterization of spatiotemporal organization of electrical activity during VF can be used to provide better mechanistic understanding and potential ablation targets to modify VF and its substrate. We therefore evaluated intracardiac electrograms during biventricular mapping of the endocardium (ENDO) and epicardium (EPI) in acute canine studies.

methodsTo develop thresholds for organized and disorganized activity, a linear discriminant analysis (LDA)-based approach was performed to the known organized and disorganized activities recorded in ex vivo Langendorff-perfused rat and rabbit hearts using optical mapping experiments. Several frequency- and time-domain approaches were used as individual and paired features to identify the optimal thresholds for the LDA approach. Subsequently, VF was sequentially mapped in 4 canine hearts, using the CARTO mapping system with a multipolar mapping catheter in the ENDO left and right ventricles and EPI to capture the progression of VF at 3 discrete post-induction time intervals: VF period 1 (just after induction of VF to 15 min), VF period 2 (15 to 30 min), and VF period 3 (30 to 45 min). The developed LDA model, cycle lengths (CL), and regularity indices (RI) were applied to all recorded intracardiac electrograms to quantify the spatiotemporal organization of VF in canine hearts.

resultsWe demonstrated the presence of organized activity in the EPI as VF progresses, in contrary to the ENDO, where the activity stays disorganized. The shortest CL always occurred in the ENDO, especially the RV, indicating a faster VF activity. The highest RI was found in the EPI in all hearts for all VF stages, indicating spatiotemporal consistency of RR intervals.

conclusionWe identified electrical organization and spatiotemporal differences throughout VF in canine hearts from induction to asystole. Notably, the RV ENDO is characterized by a high level of disorganization and faster VF frequency. In contrast, EPI has a high spatiotemporal organization of VF and consistently long RR intervals.

Indexed as

Body Surface Potential MappingEndocardiumEpicardial MappingHeart Conduction SystemPericardiumVentricular FibrillationAnimalsDogsRabbitsRatsReproducibility of ResultsSensitivity and SpecificityElectro-anatomical mappingLinear discriminant analysisMutual informationSpatiotemporal organizationVentricular fibrillation

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.