Acute intracardiac electrogram changes and their relation to pulsed field ablation dose in porcine left ventricle
Bibliographic record
Abstract
Abstract Background Pulsed field ablation (PFA) is an emerging cardiac ablation modality based on irreversible electroporation with promising preclinical and clinical results. Acute reduction of intracardiac electrograms (bipolar iEGMs) is consistently observed, similar to other ablation modalities, e.g. radiofrequency ablation. We and others have previously reported lesion size dependence on PFA dosing. However, the relevance of iEGM changes and their dependence on the PFA dose is not established. Furthermore, our study shows that unipolar iEGM signals may contain additional information about the effects of PFA in cardiac tissue. Purpose To quantify the effect of different PFA dosing on changes observed in bipolar and unipolar iEGMs within 5 minutes after the ablation. Methods In total, PFA was applied endocardially at 40 sites in the left ventricles of 8 pigs via a 5 mm tip catheter using a modified decapolar catheter in the inferior vena cava for current return (all electrodes). The following PFA doses (voltage and number of pulse trains) were used: 1000 V, 4 trains; 1300 V, 4 trains; 1500 V, 1 train; 1500 V, 4 trains; 1500 V, 8 trains; and 1500 V, 16 trains. For standard bipolar iEGMs (30 Hz – 500 Hz) the reduction in peak-to-peak amplitude after PFA was considered as a measure of the effect. In addition, unipolar iEGMs (0.5 Hz – 500 Hz) were decomposed into non-overlapping frequency sub-bands with Daubechies order 6 discrete wavelet transform (Figure 1A) allowing separate analysis in high-frequency (HF) and low-frequency (LF) ranges (63 Hz – 500 Hz and 0.5 Hz – 8 Hz, respectively). Results In total, 30 standard bipolar and 35 unipolar iEGMs (with at least 3.5 minutes of artefact-free post-ablation duration) were analysed. No dose dependency was observed for standard bipolar iEGMs within 5 minutes post-ablation (data not shown). However, the HF and LF content of unipolar iEGMs revealed opposing effects: a decrease in the HF and an increase in the LF content. Correlation with the dose was clearer in the LF content 3.5 minutes post-ablation, the difference being significant (p<0.05) between the lowest and the highest doses (Figure 1B and C). Discussion The decrease in HF content could reflect electrical silencing, ie. stunning of locally affected cardiomyocytes, most likely caused by irreversibly electroporated (ablated) cells located close to the catheter tip and by reversibly electroporated or otherwise temporarily silenced cells in adjacent tissue. The increase in LF content could reflect the current-of-injury effect, which is a broader area phenomenon derived from electrical potential differences between affected (reversibly and irreversibly electroporated) and non-affected regions. Conclusion Unipolar iEGMs acquired with a broadened frequency range and decomposed into HF and LF content provide new insight into the effects of PFA and correlate with PFA dosing in this pre-clinical porcine model.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".