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. Author manuscript; available in PMC: 2012 Aug 31.
Published in final edited form as: Sci Transl Med. 2011 Aug 31;3(98):98ra84. doi: 10.1126/scitranslmed.3002152

Noninvasive Electroanatomic Mapping of Human Ventricular Arrhythmias Using ECG Imaging (ECGI)

Yong Wang 1, Phillip S Cuculich 1,2, Junjie Zhang 1, Kavit A Desouza 1, Ramya Vijayakumar 1, Jane Chen 1,2, Mitchell N Faddis 1,2, Bruce D Lindsay 3, Timothy W Smith 1,2, Yoram Rudy 1,2
PMCID: PMC3182467  NIHMSID: NIHMS322993  PMID: 21885406

Abstract

Sudden cardiac death due to ventricular tachycardia (VT) is a major health issue worldwide. Efforts to identify patients at risk, determine VT mechanisms, and effectively prevent and treat VT with a mechanism-based approach would benefit from continuous noninvasive imaging of the arrhythmia over the entire heart. This paper presents the first noninvasive images of human ventricular arrhythmias using electrocardiographic imaging (ECGI), highlighting the large diversity of human VT in terms of activation patterns, mechanisms, and sites of initiation. Based on comparison with catheter mapping, ECGI provided high spatial resolution; a property that overcomes a limitation of the body surface electrocardiogram, which provides only global information. The spatial resolution and ability to image the activation sequences over the entire ventricular surfaces in a single beat allowed us to make observations regarding VT initiation and continuation, and regarding relationships to ventricular substrates, including anatomical scars and abnormal electrophysiological substrate. The ability of ECGI to provide patient-specific physiologic insights, to map the VT activation sequence and to identify the location and depth of VT origin from a single beat has important clinical implications in treating patients with ventricular arrhythmias.

Introduction

Ventricular arrhythmias of the heart are a major cause of death and disability. In the last several decades implantable and wearable defibrillator technologies have been developed to terminate ventricular tachycardia (VT), a life-threatening regular and repetitive fast heart rhythm, and ventricular fibrillation (VF), an irregular fast heart rhythm that is even more lethal.13 In addition, antiarrhythmic drugs have been developed to prevent VT, with limited success. Invasive procedures to modify the arrhythmic ventricular substrate in order to prevent VT have also been used, beginning with cardiac surgery to resect areas of scar.46 More recently, substrate modification has been achieved with radiofrequency ablation delivered at the tip of a steerable catheter, inserted into the heart through a blood vessel.710 Nevertheless, invasive catheter mapping and ablation of the arrhythmic substrate is not a widely available procedure, successful long-term outcomes from the procedure have been modest, and as a result, sudden death from ventricular arrhythmias remains a leading cause of death worldwide. Reasons for this include inability of current diagnostic tools to accurately identify patients at-risk for sudden death, limitations of invasive techniques for intracardiac mapping of cardiac electrical activation during arrhythmia, and incomplete knowledge about how and why VT and VF occur in a particular patient at a particular point in time.

Current noninvasive detection and diagnosis of the cardiac electrical activity is done with a 12-lead electrocardiogram (ECG), a widely used test that is part of routine medical care. However, this century-old technology measures the reflection of cardiac electrical activity on the surface of the body, not on the heart itself. Therefore, it has very limited spatial resolution for determining regional cardiac electrical activity and limited ability to locate regions of arrhythmic activity in the heart. This limitation is especially highlighted when the ECG is compared to currently available cardiac imaging tools, such as echocardiography, computed tomography (CT), and magnetic resonance imaging (MRI). A similar noninvasive imaging method that provides high spatial resolution maps of abnormal electrical activity on the heart surface (rather than on the body surface) could contribute greatly to our understanding of the mechanisms of ventricular arrhythmias and to the diagnosis and treatment of cardiac rhythm disorders in patients. It could also help to identify patients at risk of sudden cardiac death and to develop mechanism-based therapy and guide patient-specific treatments. Here, we present such a noninvasive imaging method (Electrocardiographic Imaging, ECGI) for electroanatomic mapping of cardiac electrical activation, as applied in a series of 25 patients undergoing catheter ablation procedures for various forms of VT.

Results

ECGI (Figure 1) combines body-surface potentials and heart-torso geometry to noninvasively construct the local electrical signals of the heart (electrograms) over the entire surface of both the left and right ventricles.1113 Using the relative timing of the constructed electrograms, activation sequences (isochrones) can be constructed in color-coded maps and the propagation of activation wave fronts can be depicted in animated images (movies). ECGI images are constructed continuously and do not require accumulating data from multiple beats.

Figure 1. ECGI methodology.

Figure 1

250 carbon electrodes mounted in strips are applied to the patient's torso before a pre-procedural thoracic CT scan, which provides cardiac geometry and torso-electrode positions in the same reference frame. The electrodes are connected to a multi-channel mapping system. The electrical and anatomical data are processed mathematically to obtain noninvasive ECGI epicardial images that include potential maps, electrograms, isochronal activation sequences, and repolarization patterns. An ECGI movie of normal epicardial activation is provided in the Supplemental Material as reference (control) for the VT data (MOVIE N1).

Twenty-five patients were referred for evaluation of symptomatic VT or premature ventricular contractions (PVCs). One patient underwent two different studies several months apart, for a total of 26 ECGIs performed. This group of patients underwent a total of 23 catheter-based electrophysiology studies (EPS) with intent to initiate the ventricular arrhythmia, map its origin and circuit (if possible), and ablate the necessary tissue to render the arrhythmia noninducible. Noninvasive ECGI was performed prior to the invasive EPS in those patients who demonstrated spontaneous abnormal ventricular rhythms (18 patients, 19 studies). ECGI was performed during the EPS in other patients (4 patients). Nine patients were imaged during sustained VT; the remainder were imaged during PVCs.

Patients are identified on the basis of their VT localization; RVX for patient X with right ventricular (RV) localization; LVX for patient X with left ventricular (LV) localization. Pertinent medical records are summarized in Table 1. The mean age for the cohort was 54 years (range 21–81 years). Results of the corresponding EPS, including 12-lead ECG morphology, cycle length, and information regarding induction, testing and ablation of the tachycardia are detailed in the Supplemental Material (compiled in supplemental Table S1).

Table 1. Patient Population.

Patients are identified on the basis of VT localization; RVX for patient X with right ventricular localization; LVX for patient X with left ventricular localization. PVC: premature ventricular complex; VT: ventricular tachycardia

Patient
number
Age,
Gender
Clinical
Presentation
Ejection
Fraction
Ventricular
Substrate
Antiarrhythmic
Medication
RV1 40, Female Sustained VT 60% Inferior nonischemic scar β-blocker
RV2 42, Male Nonsustained VT 70% No scar β-blocker
RV3 57, Female Sustained VT 65% No scar β-blocker
RV4 21, Male Nonsustained VT 58% No scar β-blocker
RV5 75, Male Sustained VT 35% Anterior ischemic scar β-blocker
RV6 51, Female Sustained VT 55% No scar Amiodarone, β-blocker
RV7 46, Female Nonsustained VT 60% No scar β-blocker
RV8 37, Female Syncope, Nonsustained VT 55% No scar Sotalol, β-blocker
RV9 57, Male High burden PVCs 40% Nonischemic cardiomyopathy Sotalol, β-blocker
RV10 52, Female Symptomatic PVCs 50% Minimal scar, with prior ablation β-blocker
RV11 53, Male Symptomatic PVCs 60% No scar None
LV1 63, Female Sustained VT 10% Nonischemic cardiomyopathy Amiodarone, mexiletine, β-blocker
LV2 58, Male Sustained VT 40% Inferior ischemic scar β-blocker
LV3 45, Male Syncope, sustained VT 55% Lateral nonischemic scar (sarcoid) β-blocker, lidocaine
LV4 35, Male Sustained VT 70% No scar Calcium channelblocker
LV5 52, Female Sustained VT 65% No scar Amiodarone
LV6 46, Male Sustained VT 40% Anterolateral nonischemic scar (sarcoid) Sotalol, mexiletine, β-blocker
LV7 48, Female Nonsustained VT 40% Nonischemic cardiomyopathy β-blocker
LV8 71, Male Sustained VT 40% Valvular cardiomyopathy Sotalol
LV9 71, Male Sustained VT 25% Inferior ischemic scar Amiodarone, lidocaine
LV10 42, Male Syncope, PVCs 45% Nonischemic (Kawasaki Disease) β-blocker
LV11 71, Male Sustained VT 25% Anterior ischemic scar Amiodarone
LV12 81, Male Syncope, sustained VT 30% Anterior, inferior and lateral ischemic scar Amiodarone, β-blocker
LV13 62, Male Sustained VT 30% Nonischemic cardiomyopathy Amiodarone, mexiletine, β-blocker
LV14 67, Male Sustained VT 25% Apical ischemic scar Amiodarone, mexiletine, β-blocker
LV15 54, Male Nonsustained VT 45% No scar Lidocaine, β-blocker

Detailed maps of ventricular arrhythmias for all ECGI studies are available in the Supplemental Material, comprising a collection of noninvasively mapped human VTs. Activation movies are provided for a subset of representative cases. The Supplemental Material also includes a map and movie of a normal ventricular activation pattern, for reference. Representative examples are shown in the text to highlight specific cardiac physiology. ECGI was used to characterize each tachycardia on the basis of analysis of isochrone, potential, local electrogram, and wavefront propagation information. A three-step process, created from previously validated findings 1113 was used for each patient: (i) localize the site of origin (SOO) of the arrhythmia from isochrone and potential maps; (ii) evaluate the mechanism by observing the three-dimensional propagation pattern and its relation to the myocardial substrate; (iii) approximate the myocardial depth of the origin by using local electrograms (pure Q wave for epicardial origin, rS complex for intramural or endocardial origin).

LOCATION OF VT INITIATION

On the basis of the invasive EPS, 11 patients had a SOO in the RV, including 9 patients in which the SOO was in the RV outflow tract. Twelve patients had a SOO in the LV. When we compared the results from ECGI to those from invasive EPS (Table 2), ECGI correctly identified the LV or RV SOO 100% of the time (23/23). When we compared the specific locations within each ventricle, noninvasive ECGI SOO was in agreement with invasive EPS SOO in 10/11 RV sites (91%), and 11/12 LV sites (92%). Examples of ECGI localization can be found in Figure 2.

Table 2. Comparison of noninvasive ECGI with invasive EP study.

Patients are identified on the basis of VT localization; RVX for patient X with right ventricular localization; LVX for patient X with left ventricular localization. Discrepancies between ECGI and EPS are highlighted in yellow. LV: left ventricle; RV: right ventricle; RVOT: right ventricular outflow tract; N/A: not available. Because of the thin tissue in the outflow tract, patients with outflow tract SOO were excluded from myocardial depth analysis. Arrhythmias starting from a focal origin and spreading radially in the ECGI activation map are classified as “radial”, as ECGI cannot differentiate between focal mechanism and micro-reentry.

Localization Mechanism Myocardial Depth
ECGI EPS ECGI EPS ECGI EPS
RIGHT VENTRICLE
RV1 Anterior-left RVOT Anterior-left RVOT Radial Focal Excluded Excluded
RV2 Mid-septal RVOT Mid-septal RVOT Radial Focal Excluded Excluded
RV3 Mid-septal RVOT Mid-septal RVOT Radial Focal Excluded Excluded
RV4 Posterior-right RVOT Posterior-right RVOT Radial Focal Excluded Excluded
RV5 Anterior-left RVOT N/A Radial N/A Excluded Excluded
RV6 Free wall RVOT Free wall RVOT Radial Focal Excluded Excluded
RV7 Mid-septal RVOT Mid-septal RVOT Radial Focal Excluded Excluded
RV8 Free wall RVOT Free wall RVOT Radial Focal Excluded Excluded
RV9 Mid-septal RVOT Mid-septal RVOT Radial Focal Excluded Excluded
RV10 Inferior basal lateral RV Inferior basal septal RV Radial Focal Epicardial Epicardial
RV11 Posterior-right RVOT Posterior-right RVOT Radial Focal Excluded Excluded
LEFT VENTRICLE
LV1 Lateral apical LV Lateral apical LV Radial Focal Epicardial Epicardial
LV2 Inferior basal septal LV Inferior basal septal LV Reentry Reentry Fractionated Endocardial
LV3 Inferior lateral apical LV Inferior lateral apical LV Reentry Reentry Fractionated Midmyocardial
LV4 Apical septal LV Fascicular Radial Focal Intramural Endocardial
LV5 Apical septal LV Fascicular Radial Focal Intramural Endocardial
LV6 Anterior basal LV Anterior basal LV Radial Focal Epicardial Epicardial
LV7 Left coronary cusp Left coronary cusp Radial Focal Excluded Excluded
LV8 Lateral basal LV N/A Reentry N/A Epicardial N/A
LV9 Septal basal LV Septal basal LV Reentry Reentry Fractionated Endocardial
LV10 Septal basal LV N/A Radial N/A Epicardial N/A
LV11 Anterior LV Apical LV Reentry Reentry Fractionated Midmyocardial
LV12 Inferior basal LV N/A Reentry N/A Fractionated N/A
LV13 Lateral basal LV Lateral basal LV Radial Focal Epicardial Epicardial
LV14 Mid anterior LV Mid anterior LV Reentry Reentry Fractionated Endocardial
LV15 LV summit Great cardiac vein Radial Focal Epicardial Epicardial

Figure 2. Examples of noninvasive ECGI isochrone maps for localization of VT site of origin.

Figure 2

Epicardial isochrone maps are shown for four patients, with earliest epicardial activation marked with an asterisk (see Supplemental Material for detailed description of activation sequences). EP-study-determined sites of origin are indicated under the ECGI maps. Yellow arrows point to VT origin on a representative CT scan. RA: right atrium; LA: left atrium; AO: aorta; LAD: left anterior descending coronary artery; LV: left ventricle; RVOT: right ventricular outflow tract.

For the two patients with discrepancies between invasive EPS and noninvasive ECGI (patients RV10 and LV11), the discrepant locations were in proximity to each other. For Patient RV10, ECGI imaged the right posterolateral base as the SOO, while EPS suggested the right posteroseptal base as the SOO. This patient had undergone prior ablations of a right posteroseptal accessory pathway and a right atriofascicular pathway in the posterolateral base. We suspect that the prior ablations in these locations may have played a role in the differences between ECGI and EPS. For Patient LV11, ECGI imaged the mid-anterior LV as the SOO, while EPS suggested a more apical LV location as the SOO. This patient had a large LV apical aneurysm, and had several different VT morphologies. It is possible that ECGI and EPS imaged two different VTs.

MECHANISMS OF VT

During the invasive EPS, the arrhythmia mechanism can be characterized based on the response to ventricular pacing at a faster rate than the tachycardia and resetting of theVT, a process known as entrainment. Based on invasive EPS, 18 patients were found to have focal VT (activation starting from a focal site; inability to reproducibly entrain the tachycardia with ventricular pacing), while 5 had a reentrant mechanism (activation forming a rotational wave comprising nearly all of the tachycardia cycle length; successful entrainment of the tachycardia with stable return cycle lengths after cessation of pacing). For the patients with focal VTs, noninvasive ECGI activation maps uniformly showed a radial activation pattern from the SOO (18/18). In all the patients with a reentrant mechanism, noninvasive ECGI showed a rotational wavefront with a high degree of curvature (5/5), with the wavefront returning to the initiation site. Examples of these two distinct propagation patterns are shown in Figure 3. Detailed descriptions and selected movies of activation are in the Supplemental Material. It should be emphasized that the five reentrant VTs imaged by ECGI involved a macro-reentry circuit. With its current spatial resolution, ECGI cannot differentiate mechanistically between micro-reentry and focal activation.

Figure 3. ECGI imaged propagation patterns, origins, and local electrograms for VT.

Figure 3

Isochrone maps are shown for six patients, with earliest epicardial activation marked with an asterisk (see Supplemental Material for detailed descriptions of activation sequences). (Top): Tachycardias that were determined to be focal during EP studies demonstrate a radial spread (white arrows) away from the early activation point (asterisk). Yellow arrows indicate later phases of ventricular activation. (Bottom): Tachycardias that were determined to be reentrant during EP studies show a rotational activation pattern (white arrows). Thick black lines indicate conduction block. Pink arrows indicate later phases of ventricular activation. (Insets): Several epicardial electrograms from sites of earliest activation are shown in blue, highlighting the presence or absence of r-wave; pure Q morphology indicates epicardial origin, rS morphology indicates intramural origin. Legend under each image indicates the location of VT initiation and identifies the displayed view of the heart; LAO = left anterior oblique.

The use of ECGI during induction of VT by programmed stimulation in the EP lab allowed us to visualize arrhythmogenesis in a closed-chest human heart. An example is Figure 4, in which programmed ventricular stimulation initiates sustained VT. Figure 4A shows baseline pacing (cycle length = 600ms) from a catheter placed in the RV apex, marked with +. A line of conduction block through which the wavefront cannot directly pass is seen in the lateral LV (thick black line). Figure 4B shows premature pacing (S1–S2 = 280ms) from the same location, resulting in functional extension of the line of block. Figure 4C demonstrates the first beat of induced VT, marked with *, which originates from the last area that was activated by the premature paced beat in Figure 4B, suggesting triggered activity as the mechanism.14 The delayed activation of this region by premature pacing promotes recovery and capture of adjacent myocardium by the first beat of VT excitation. In this case, during the invasive EPS, the VT had variable responses to pacing entrainment maneuvers, which is more characteristic of focal triggered activity than reentrant mechanism.

Figure 4. ECGI of focal VT induced by programmed electrical stimulation (patient LV1).

Figure 4

(A) Epicardial activation sequence during drive train (S1) pacing at cycle length of 600ms. (RAO, right anterior oblique, LAO, left anterior oblique). White arrows show direction of wavefront propagation. Thick black line indicates conduction block. Earliest epicardial activation site is marked by + and corresponds to the underlying endocardial pacing site. ECGI epicardial electrogram from this site is shown (blue), with rS complex consistent with endocardial activation. (Right) The 12-lead surface ECG during VT. (B) Premature (S2) pacing at 280ms coupling interval from the same pacing site. The major wave front is forced to pivot around the extended line of block. There is some fusion with an intramural transseptal front (small white arrow). (Right) A single lead ECG is shown. All S1 beats (blue) are similar, as are the two S2 beats (black) and all VT beats (red) (C) VT; earliest epicardial activation site is marked by asterisk. ECGI electrogram from the VT origin site is shown (blue), with a pure Q wave, indicative of epicardial origin. (Right) Invasive LV endocardial activation map (CARTO) of the VT in LAO projection, (red is early). ECGI epicardial activation movies are in the Supplemental Material (Movie LV1).

In addition to VT initiation, ECGI provided images of maintenance of VT. As shown in the activation movies LV1 and LV2 in the Supplemental Material, local presystolic activation was often imaged 5–10 ms before the subsequent beats of both reentry and focal VT. The presystolic activation was always near the SOO of the VT and was often consistent from beat to beat. This finding was apparent on ECGI of patients with VT of both epicardial origin (1:02 and 1:13 in Movie LV1) and endocardial origin (0:14, 0:27, and 0:50 in Movie LV2).

For all 5 patients with reentrant VT, the VT activation pattern was related to areas of ventricular scar, as shown in the example of Figure 5. Figure 5B shows ECGI during VT, where the earliest activation is in the inferior basal septum (red). The wavefront initially exits this area at the start of the VT beat and completes the beat by re-entering this area (arrows). Local pre-systolic activation was imaged at the scar border immediately prior to each VT beat, indicating exit sites of slowly propagating wavefronts through the scar (see Movie LV2, Supplemental Material). Figure 5C, left shows results from the clinical nuclear myocardial perfusion images (SPECT). For this study, technetium-99m is administered intravenously and is incorporated into living cardiac myocytes. Imaging the absence of this isotope in regions of the heart allows identification of scar, most often due to a myocardial infarction. In Figure 5C (left), the area of scar from a prior infarction is located in the inferior septum (dark blue). Invasive catheter mapping (Figure 5C, right) during tachycardia confirmed the origin of VT in the inferior septum. Pacing entrainment maneuvers confirmed a reentrant mechanism, and radiofrequency ablation, applied through the tip of a catheter in this region (red marks), terminated the tachycardia.

Figure 5. ECGI of reentrant VT from inferobasal scar (patient LV2).

Figure 5

(A) Four views of activation sequence during a sinus capture (SC) beat (labeled A, blue on the V2 ECG). Arrows indicate direction of the activation wavefronts. (B) Activation sequence during VT beats (labeled B, red on the V2 ECG). White arrows indicate a clockwise lateral loop (left lateral and LAO inferior views); Pink arrows show propagation into the RV in a counter-clockwise fashion. (C) (Left) SPECT images showing a scar at the inferobasal LV region (blue). (Right) Limited invasive endocardial map of VT activation (red early, blue late). ECGI epicardial activation movies, including early activation of a region near the inferior scar border, are in Supplemental Material (Movie LV2). (Right Column) The 12-lead surface ECG during VT and the ablation-catheter signals. The earliest electrogram signal is seen at the inferoseptal borderzone, 50 ms before onset of the surface QRS.

Although monomorphic VT is thought to arise from a single location, localized beat-to-beat changes in the ventricular activation pattern can be seen with ECGI. This may a result of different exit points from a ventricular scar (Figure 6), or functional changes related to ventricular excitation and recovery properties, as shown in LV5 in Supplemental Material. Figure 6 shows ECGI during a monomorphic VT from an infiltrative cardiomyopathy in the lateral LV. Figure 6A shows activation patterns for three consecutive VT beats (T1, T2, T3) in three views. ECGI identified two distinct areas of early epicardial activation (white asterisks), which differed slightly from beat to beat. The propagation pattern varies depending on the relative contribution of the two sources, but for all beats the wavefront turns clockwise and propagates toward the LV lateral base with a high degree of curvature, where it reaches a line of block in the inferolateral base. ECGI movies of this phenomenon are available online (Movie LV3). Figure 6B shows a gadolinium-enhanced MRI image, which revealed a patch of myocardial enhancement in the lateral LV (white arrows), consistent with a focal myocarditis or cardiac sarcoid. Figure 6C shows the invasive electroanatomic map created during the presenting VT (Tx). The region of earliest activation is white (black arrows). Figure 6D shows the invasive electroanatomic map created during a different VT (Ty) after initial ablation at the site of earliest activation. The earliest activation site (black arrows) is shifted more apically. 12-lead surface ECGs of the two VT morphologies (Tx and Ty) are shown. In this example, noninvasive ECGI was able to accurately identify the spontaneous, dynamic beat-to-beat transitions of VT activation patterns, which were not easily recognized on the 12-lead ECG. Examples of similar beat-to-beat changes during VT, imaged by ECGI, can be found in the Supplemental Material (LV5, LV9, LV13).

Figure 6. ECGI of reentrant VT in lateral wall infiltrative cardiomyopathy (patient LV3).

Figure 6

(A) Activation patterns for three consecutive VT beats (T1, T2, T3). ECGI identified two distinct areas of early epicardial activation (white asterisks), which differed from beat to beat. The propagation pattern varied somewhat based on the relative contribution of the two sources, but for all beats the wavefront turns clockwise and propagates to the LV lateral base with a high degree of curvature, where it reaches a line of block in the inferolateral base. ECGI epicardial activation movie is available in the Supplemental Material. (B) A gadolinium-enhanced MRI revealed a patch of myocardial enhancement in the lateral LV (white arrows), consistent with a focal myocarditis or cardiac sarcoid. (C) The invasive electroanatomic map created during the presenting VT (arbitrarily named Tx). The region of earliest activation is white (black arrows). (D) The invasive electroanatomic map created during a different VT (arbitrarily named Ty) after the initial ablation at the site of earliest activation. The earliest activation (black arrows) is shifted more apically. (Right) 12-lead surface ECGs of two VT morphologies (Tx and Ty). AP = anterior-posterior view; SR1 = first sinus rhythm beat after VT.

MYOCARDIAL DEPTH

Invasive EPS findings were compared with ECGI for determining epicardial or intramural locations of VT. Because of the thin tissue in the outflow tract, patients with outflow tract SOO were excluded. Of the 13 remaining patients, the invasive EPS determined the SOO to be endocardial in 6, epicardial in 5, and midmyocardial in 2. All 5 patients with epicardial SOO had a pure Q wave on the noninvasive ECGI electrogram at the site of earliest activation (100%), indicative of epicardial origin15. Of the patients with a nonepicardial SOO, the local noninvasive ECGI electrogram at the earliest site demonstrated a small r wave in 7 of 8 (88%), indicative of an intramural initiation site15.

Discussion

This paper reports the use of a noninvasive, three-dimensional electroanatomic mapping system, ECGI, in a series of patients undergoing catheter ablation for a broad range of VTs. Our findings reveal a large diversity of human VT with respect to activation patterns, mechanisms, and sites of initiation (shown individually, including movies of dynamic progression, in the Supplemental Material). Over a wide range of VT locations and mechanisms, the noninvasive ECGI results were consistent with those of invasive catheter mapping.

In the clinical setting ECGI overcomes the main limitation of the standard body-surface 12-lead ECG by providing high spatial resolution maps of ventricular arrhythmias on the heart surface. Where the 12-lead ECG requires interpretation of body surface data in terms of cardiac activity, assuming a “standard” heart shape and size in a “standard” torso, ECGI uses the patient’s specific heart-torso geometry to identify the location of the arrhythmia and map its sequence on the heart. Additionally, ECGI offers distinct advantages over invasive catheter mapping, including its noninvasive nature and the ability to map the entire tachycardia in a single beat (whereas catheter mapping is done in a “roving probe” approach, collecting data from many beats to complete a map). The spatial resolution and ability to image continuously and simultaneously the activation sequences over the entire ventricular surfaces allowed us to make observations beyond the ability of current tools regarding VT initiation and continuation (Figure 4), and regarding the relationship of the VT activation wavefront to the ventricular substrate (Figures 5, 6), including anatomical scars and abnormal electrophysiological substrate (lines of block, slow conduction). With the single beat, continuous mapping that ECGI provides, we were able to detect beat – to – beat dynamic changes in the origin and sequence of VT (Figure 6).

The results suggest a clinically useful role for ECGI. From a treatment perspective, potential clinical advantages include the ability to assist in guiding the choice of medication on the basis of VT mechanism, or pointing to the most effective strategy for catheter ablation. An example could illustrate the potential benefit. Currently, when a patient has recurrent VT, especially when it is refractory to antiarrhythmic medications, an EP study with ablation is offered. An endocardial approach (through veins) is almost exclusively used as a first procedure, and the operator tries to induce the arrhythmia. The VT can only be mapped accurately if it is both sustained and hemodynamically tolerated, which is the case less than half the time. Mapping is a meticulous process, collecting electrical information from the tip of a roving catheter on a point-by-point basis, lasting several hours. Ideally, for obtaining a detailed map of the arrhythmia, the mapping is performed during sustained VT. However, this can have deleterious cardiovascular effects. If at the end of mapping, or after unsuccessful endocardial ablation, the operator deems the VT to be epicardial in origin, the procedure is halted and a separate procedure to target the epicardium is scheduled at a later date. In contrast, if ECGI is used, the location and depth of the VT can be determined in a single beat of arrhythmia, either during or before the procedure. The treating physician could then direct the procedure toward that area, in a more focused and time-efficient manner, with the goal of improved patient safety and beneficial treatment outcomes. This potential application requires evaluation in a randomized clinical trial in a large population of VT patients.

Looking to the future, the ability to diagnose and treat arrhythmias in an entirely noninvasive way would be a major advancement. The results presented here provide the basis for noninvasive arrhythmia diagnosis, while technologies such as high-frequency ultrasound16,17 and gamma-knife radiosurgery18 are being developed for noninvasive ablation of cardiac tissue. The noninvasive nature of the approach would also make it possible to conduct follow-up ECGI tests to evaluate outcomes of treatment (by ablation or drugs) and examine changes over time.

There are several limitations to the clinical applicability of ECGI at this time. ECGI is still a novel research tool and its limited availability precludes large-scale multicenter clinical studies at present. Further technical developments are needed to facilitate fast application of the many body surface electrodes in the clinical setting, automate the data analysis and map generation and display, and build a user friendly interface for the clinical operator. The body surface electrodes, placed with high density on the torso surface, often compete for skin area needed to place other clinical monitoring systems during the EP study. Finally, previous ECGI validation studies show accuracy of 4–6 mm in determining activation initiation sites. Future algorithm developments may allow for more precise mapping.

The most significant weakness to the current study involves the variable contributions of the endocardium and epicardium to tachycardia circuits1922. As demonstrated in open chest mapping, the earliest epicardial activation of VT may not accurately identify the location of an endocardial circuit, although our data show close correlation between invasive endocardial mapping and noninvasive ECGI epicardial imaging. Additionally, because the ECGI-imaged activation sequence only uses the QRS complex for analysis, it does not image the entire time during one cycle of tachycardia, known as cycle length. Slow, discontinuous diastolic conduction inside the scar (reflected in early activation detected by ECGI at the scar borderzone; see example in Movie LV2) and intramural activation (ECGI is limited to the epicardium) likely continue during the time that ECGI does not image. Finally, analysis of the ECGI data collected in the EP lab (4 out of the 26 cases) was subject to bias of knowing the outcome of the EPS.

Materials and Methods

All protocols were approved by the Institutional Review Board at Washington University in St. Louis, and informed consent was obtained from all patients. ECGI methodology was described previously.1113 ECGI has been validated extensively under different physiological and pathological conditions in animal models13,15,2326 and in human studies 11,12,2742. 256 carbon electrodes on strips were applied to the patient’s torso. Small radioopaque markers were attached to each electrode. All strips were connected to a portable mapping system (BioSemi). After electrodes application, patients underwent thoracic non-contrast gated computed tomography (CT) scan with axial resolution of 3mm. Scans were gated at 70% of the R-R interval (ventricular diastole) if patients were in sinus rhythm. For patients who underwent continued ECGI mapping during a subsequent EP study, the 256 carbon electrodes were kept in the same position. Patientspecific ventricular epicardial surface geometry and body surface electrode positions were labeled and digitized from CT images.

The 256 channels of body surface potentials were sampled at 1-ms intervals, and the data were saved on a laptop computer. Body surface potentials were acquired during sinus rhythm, VT, and programmed electrical stimulation, when available.

The body surface potential and geometrical information (torso-heart geometrical relationship) were combined by ECGI algorithms to noninvasively construct epicardial electrograms, activation sequences (isochrones), potential maps, and repolarization patterns.11,12 ECGI was constructed on a beat-by-beat basis and did not require accumulating data from many identical beats. Activation times were determined by the maximal negative slope of the epicardial electrograms. Activation movies for several consecutive beats were constructed by animating the activation wave front on the patient-specific CT-derived epicardial surface. On the basis of the isochrone map, lines or regions of block (thick black lines in the map) were inferred if activation times in adjacent areas differed by more than 50ms. Slow conduction is represented by crowded isochrones. The earliest site of epicardial activation was determined from the isochrones map and from the earliest potential minimum in the epicardial potential map.13

The results of ECGI were processed independently from the results of the EP study. Additionally, EP operators did not have access to ECGI results prior to the procedure. Clinical cardiac testing results, such as invasive three-dimensional electroanatomic maps, gadolinium-enhanced cardiac magnetic resonance imaging (MRI) and single-photon emission computed tomography (SPECT), were obtained retrospectively for each patient.

Supplementary Material

Supplement, pdf
movie LV1, wmv
Download video file (7MB, wmv)
movie LV11, wmv
Download video file (4.7MB, wmv)
movie LV12, wmv
Download video file (3.7MB, wmv)
movie LV13, wmv
Download video file (12MB, wmv)
movie LV14, wmv
Download video file (2.4MB, wmv)
movie LV2, wmv
Download video file (4.6MB, wmv)
movie LV3, wmv
Download video file (4MB, wmv)
movie LV4, wmv
Download video file (2.4MB, wmv)
movie LV5, wmv
Download video file (6.2MB, wmv)
movie N1, wmv
Download video file (4.7MB, wmv)
movie RV11, wmv
Download video file (5.7MB, wmv)
movie RV7, wmv
Download video file (3.5MB, wmv)
movie RV9, wmv
Download video file (6.1MB, wmv)
01

Acknowledgements

We thank Tim Street and Subham Ghosh for their help in this study. Yoram Rudy is the Fred Saigh Distinguished Professor at Washington University in St Louis.

Funding: This study was supported by NIH-NHLBI grants R01-HL-033343-26 and R01HL- 049054-18 (to Yoram Rudy) and Grants 1 UL1 RR024992-01, 1 TL1 RR024995-01 and 1 KL2 RR 024994-01 from the National Center for Research Resources (NCRR) of the NIH.

Footnotes

Author contributions: YW, PSC and YR devised the experiments. YW, PSC, JZ, KAD, RV, JC, MNF, BDL, TWS performed the experiments. YW, PSC, JZ, KAD, RV and YR performed data analysis. YW, PSC, YR wrote the manuscript. All authors reviewed and edited the manuscript. YR provided funding.

Competing interests: Dr. Rudy co-chairs the scientific advisory board of and holds equity in CardioInsight Technologies. CardioInsight Technologies does not support any research conducted by Dr Rudy, including that presented here. Dr. Lindsay is a member of scientific advisory board of CardioInsight Technologies.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplement, pdf
movie LV1, wmv
Download video file (7MB, wmv)
movie LV11, wmv
Download video file (4.7MB, wmv)
movie LV12, wmv
Download video file (3.7MB, wmv)
movie LV13, wmv
Download video file (12MB, wmv)
movie LV14, wmv
Download video file (2.4MB, wmv)
movie LV2, wmv
Download video file (4.6MB, wmv)
movie LV3, wmv
Download video file (4MB, wmv)
movie LV4, wmv
Download video file (2.4MB, wmv)
movie LV5, wmv
Download video file (6.2MB, wmv)
movie N1, wmv
Download video file (4.7MB, wmv)
movie RV11, wmv
Download video file (5.7MB, wmv)
movie RV7, wmv
Download video file (3.5MB, wmv)
movie RV9, wmv
Download video file (6.1MB, wmv)
01

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