Key result
The personalized virtual whole-heart electrophysiology model accurately replicated the measured 12-lead ECG during normal sinus rhythm, achieving an average L2-norm difference of 0.08 and a Pearson correlation coefficient of 0.89.
Why the study?
Few virtual technologies simulate entire organ-scale electrophysiology of all four cardiac chambers, with clinical use limited by high computational costs and validation challenges.
Effect estimate: Average L2-norm difference of 0.08 and Pearson correlation coefficient of 0.89
A novel, personalized, real-time virtual model of whole-heart electrophysiology can accurately replicate standard clinical morphological ECG features under normal sinus rhythm and simulated bundle branch blocks.
Supports preclinical virtual heart modeling; leaves open human validation before any clinical use.
are termed virtual heart technologies. When anatomy and EP are tailored to individual patients within the model, such technologies are promising clinical and industrial tools. Regardless of their vast potential, few virtual technologies simulating the entire organ-scale EP of all four-chambers of the heart have been reported and widespread clinical use is limited due to high computational costs and difficulty in validation. We thus report on the development of a novel virtual technology representing the electrophysiology of all four-chambers of the heart aiming to overcome these limitations. In our previous work, a model of ventricular EP embedded in a torso was constructed from clinical magnetic resonance image (MRI) data and personalized according to the measured 12 lead electrocardiogram (ECG) of a single subject under normal sinus rhythm. This model is then expanded upon to include whole heart EP and a detailed representation of the His-Purkinje system (HPS). To test the capacities of the personalized virtual heart technology to replicate standard clinical morphological ECG features under such conditions, bundle branch blocks within both the right and the left ventricles under two different conduction velocity settings are modeled alongside sinus rhythm. To ensure clinical viability, model generation was completely automated and simulations were performed using an efficient real-time cardiac EP simulator. Close correspondence between the measured and simulated 12 lead ECG was observed under normal sinus conditions and all simulated bundle branch blocks manifested relevant clinical morphological features.
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Gillette et al. (2022) studied Healthy (simulated bundle branch blocks) (n=1). Personalized real-time virtual model of whole heart electrophysiology vs. Measured 12-lead ECG was evaluated on Agreement between simulated and measured 12-lead ECG during normal sinus rhythm (Average L2-norm difference of 0.08 and Pearson correlation coefficient of 0.89). The personalized virtual whole-heart electrophysiology model accurately replicated the measured 12-lead ECG during normal sinus rhythm, achieving an average L2-norm difference of 0.08 and a Pearson correlation coefficient of 0.89.
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