1. Reconstruction of three-dimensional biventricular activation based on the 12-lead electrocardiogram via patient-specific modelling
- Author
-
Frits W. Prinzen, Giulio Conte, Rolf Krause, Simone Pezzuto, Mark Potse, Maria Luce Caputo, François Regoli, Angelo Auricchio, Francesco Maffessanti, Fysiologie, RS: Carim - H06 Electro mechanics, Clinical sciences, Center for Computational Medicine in Cardiology (CCMC), Università della Svizzera italiana = University of Italian Switzerland (USI), Cardiovascular Research Institute Maastricht (CARIM), Maastricht University [Maastricht], IHU-LIRYC, Université Bordeaux Segalen - Bordeaux 2-CHU Bordeaux [Bordeaux], Modélisation et calculs pour l'électrophysiologie cardiaque (CARMEN), Institut de Mathématiques de Bordeaux (IMB), Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Inria Bordeaux - Sud-Ouest, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-IHU-LIRYC, Université Bordeaux Segalen - Bordeaux 2-CHU Bordeaux [Bordeaux]-CHU Bordeaux [Bordeaux], Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS), Cardiocentro Ticino [Lugano], Universität Zürich [Zürich] = University of Zurich (UZH), Theo Rossi di Montelera Foundation (Lausanne, Switzerland), Metis Foundation Sergio Mantegazza (Lugano, Switzerland), Fidinam Foundation (Lugano, Swizerland), Swiss Heart Foundation (Bern, Switzerland), SNSF project 32003B_165802 (Bern, Switzerland), Horten Foundation (Castelrotto, Switzerland), and CSCS—Swiss National Supercomputing Centre production grant s778 (Lugano, Switzerland)., University of Zurich, Pezzuto, Simone, Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1 (UB)-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1 (UB)-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)-Inria Bordeaux - Sud-Ouest, and Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1 (UB)-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
CARDIAC ELECTROPHYSIOLOGY ,medicine.medical_specialty ,Patient-specific modelling ,Heart Ventricles ,0206 medical engineering ,12 lead electrocardiogram ,610 Medicine & health ,02 engineering and technology ,030204 cardiovascular system & hematology ,Heart Ventricles/diagnostic imaging ,Techincal Issues ,11171 Cardiocentro Ticino ,2705 Cardiology and Cardiovascular Medicine ,Nerve conduction velocity ,VALIDATION ,03 medical and health sciences ,QRS complex ,Electrocardiography ,2737 Physiology (medical) ,0302 clinical medicine ,[SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system ,Physiology (medical) ,Internal medicine ,Eikonal model ,medicine ,Humans ,magnetic resonance imaging ,AcademicSubjects/MED00200 ,cardiovascular diseases ,Endocardium ,Coronary sinus ,medicine.diagnostic_test ,Ventricular activation • Three-dimensional activation ,business.industry ,Cardiac electrophysiology ,Body Surface Potential Mapping ,Magnetic resonance imaging ,020601 biomedical engineering ,Three-dimensional activation ,Ventricular activation ,Twelve-lead electrocardiogram ,Cardiology ,cardiovascular system ,patient-specific modeling ,business ,Cardiology and Cardiovascular Medicine - Abstract
Aims Non-invasive imaging of electrical activation requires high-density body surface potential mapping. The nine electrodes of the 12-lead electrocardiogram (ECG) are insufficient for a reliable reconstruction with standard inverse methods. Patient-specific modelling may offer an alternative route to physiologically constraint the reconstruction. The aim of the study was to assess the feasibility of reconstructing the fully 3D electrical activation map of the ventricles from the 12-lead ECG and cardiovascular magnetic resonance (CMR). Methods and results Ventricular activation was estimated by iteratively optimizing the parameters (conduction velocity and sites of earliest activation) of a patient-specific model to fit the simulated to the recorded ECG. Chest and cardiac anatomy of 11 patients (QRS duration 126–180 ms, documented scar in two) were segmented from CMR images. Scar presence was assessed by magnetic resonance (MR) contrast enhancement. Activation sequences were modelled with a physiologically based propagation model and ECGs with lead field theory. Validation was performed by comparing reconstructed activation maps with those acquired by invasive electroanatomical mapping of coronary sinus/veins (CS) and right ventricular (RV) and left ventricular (LV) endocardium. The QRS complex was correctly reproduced by the model (Pearson’s correlation r = 0.923). Reconstructions accurately located the earliest and latest activated LV regions (median barycentre distance 8.2 mm, IQR 8.8 mm). Correlation of simulated with recorded activation time was very good at LV endocardium (r = 0.83) and good at CS (r = 0.68) and RV endocardium (r = 0.58). Conclusion Non-invasive assessment of biventricular 3D activation using the 12-lead ECG and MR imaging is feasible. Potential applications include patient-specific modelling and pre-/per-procedural evaluation of ventricular activation.
- Published
- 2021