P ersonalized medicine of heart failure patients has become the holy grail of ongoing research. Identification of responders to medical or device therapy before initiation of the therapy would be ideal to improve survival and reduce cardiovascular events.1 Particularly, in the field of heart failure, selection of patients who will benefit from cardiac resynchronization therapy (CRT) has attracted much attention. Left ventricular (LV) dyssynchrony, extent and location of myocardial scar, and position of the LV pacing lead, among other clinical variables, have shown to be strong determinants of the therapeutic response and outcomes.2,3 Although current guidelines do not include imaging criteria to select patients for CRT, 4,5 many centers use imaging modalities (echocardiography, magnetic resonance imaging, computed tomography, and nuclear imaging) to select the patients and tailor the therapy to optimize the clinical results. Echocardiography is the imaging technique of first choice because of its versatility and widespread availability. It can provide information on LV dyssynchrony and site of latest mechanical activation and indicate the regions with a significant extent of myocardial scar tissue. Magnetic resonance imaging using late gadolinium enhancement provides information on scar extent and location with superior spatial resolution over echocardiography and can depict cardiac venous anatomy with similar accuracy as with computed tomography. Initial experience with fusion imaging, overlaying magnetic resonance imaging data on myocardial scar location, and cardiac venous anatomy onto fluoroscopy or positron emission tomography and computed tomography have been developed to tailor CRT delivery and avoid LV lead placement in areas of scar tissue.6,7 Despite these efforts, the rate of nonresponse to CRT remains unchanged, and the use of sequential imaging may lead to increased costs. In an ideal situation, the information obtained from each patient could be used to generate a cardiac model that permits accurate prediction of the effects of CRT for each individual.
See Article by Lumens et alCardiac modeling and simulation technologies have increased our knowledge on heart failure pathophysiology and the effects of CRT on cardiac structure and function.8 Based on the pioneering modeling work of Hodgkin and Huxley, 9 the initial models developed in the 1960s, trying to unravel the electrophysiological properties of the cardiac cells, have evolved in the last decades to models with sufficient patient customization that allow for personalized treatment.8 For example, electrocardiographic imaging is based on electrophysiological models that reconstruct the cardiac electric activity on the epicardial surface.10 From a multielectrode vest, 224 body surface ECGs are combined with the anatomic information obtained from computed tomography, displaying the body surface potentials on a subject-specific torso and ventricular epicardial geometry. This cardiac modeling technology permits characterization of ventricular activ...