Paul J. Wang:

Welcome to the monthly podcast! On the Beat for Circulation: Arrhythmia and Electrophysiology. I'm Dr. Paul Wang, Editor-in-Chief. With some of the key highlights from this month's issue.

In our first paper, Demilade Adedinsewo and associates assess the accuracy of an artificial intelligence-enabled electrocardiogram [AI-ECG] to identify patients presenting with dyspnea who have left ventricular LV systolic function (defined as LV ejection fraction ≤35%) in the emergency department [ED]. Patients were included if they had at least one standard 12-lead electrocardiogram [ECG] acquired on the date of the ED visit and an echocardiogram performed within 30 days of presentation. Patients with prior LV systolic dysfunction were excluded. A total of 1,606 patients were included. Meantime from ECG echocardiogram was one day. The AI-ECG algorithm identified LV systolic dysfunction with an area under the curve [AUC] of 0.89 and accuracy of 85.9%. Sensitivity was 74%, specificity 87%, negative predictive value 97%, and positive predictive value 40%. To identify an ejection fraction less than 50%, the AUC was 0.85, sensitivity 86%, sensitivity 63%, and specificity 91%. NT-proBNP alone with a cutoff greater than 800 identified LV systolic function with an AUC of 0.80 by comparison.

In our next paper, Mahmood Alhusseini and associates hypothesize that convolutional neural networks [CNN] may enable objective analysis of intracardiac activation in atrial fibrillation [AF]. They perform panoramic recording of bi-atrial electrical signals in AF and use the Hilbert-transform to produce 175,000 image grids in 35 patients labeled for a rotational activation by experts who showed consistency, but with variability (kappa [κ]=0.79). In each patient, ablation terminated atrial fibrillation. A CNN was developed and trained on 100,000 AF image grids validated on 25,000 grids, and then tested on a separate 50,000 grids. They found in a separate test cohort of 50,000 grids, CNN reproducibly classified AF image grids into those with or without rotational sites with 95.0% accuracy. This accuracy exceeded that of support vector machines, traditional linear discriminant, and k-nearest neighbor statistical analyses. To probe the CNN, they applied gradient weighted class activation mapping, which revealed that the decision logic closely mimicked rules used by experts (C statistic 0.96). The authors concluded that convolutional neural networks improve the classification of intercardiac AF maps compared to other analyses and agreed with expert evaluation.

In our next paper, Kenji Okubo and associates examined whether late potential LP, abolition and ventricular tachycardia [VT] non-inclusive ability predicted long-term outcomes in patients with non-ischemic cardiomyopathy [NICM] undergoing VT ablation. The total 403 patients with NICM (523 procedures) who underwent VT ablation from 2010 to 2016 were included. The underlying structural disease consists of dilated cardiomyopathy (DCM, 49%), arrhythmogenic right ventricular cardiomyopathy (ARVD 17%), postmyocarditis (14%), valvular heart disease (8%), congenital heart disease (2%), hypertrophic cardiomyopathy (2%), and others (5%). Epicardial access was performed in 57% of patients. At baseline, the LPs were present in 60% of patients, and a VT was either inducible or sustained/incessant in 85% of the cases. At the end of the procedure LP abolition was achieved in 79% of cases in VT noninducability in 80%. After a multivariate analysis, the combination of LP abolition and VT noninducibility was independently associated with free survival from VT (hazard ratio, 0.45, p = 0.0002) and cardiac death (hazard ratio 0.38, P = 0.005). The benefit of LP abolition of preventing the VT recurrence in ARVD and postmyocarditis appeared superior to that observed for DCM.

In our next paper, Domenico Corradi, Jeffrey Saffitz and associates hypothesize that structural molecular changes in atrial myocardium that correlate with myocardial injury and precede and predict postoperative atrial fibrillation [POAF] may identify new molecular pathways and targets for prevention of this common morbid complication. Right atrial appendage [RAA] samples were prospectively collected during cardiac surgery from 239 patients enrolled in the OPERA trial. 35.2% of patients experienced POAF compared to the non-POAF group. They were significantly older and more likely to have chronic obstructive pulmonary disease or heart failure. They had a higher Euro score and more often underwent valve surgery. No differences in atrial size were observed between POAF and non-POAF patients. The extent of atrial interstitial fibrosis, cardiomyocyte myocytolysis, cardiomyocyte diameter, glycogen storage, or connection 43 distribution at the time of surgery, was not significantly associated with the incidents of POAF. None of these histopathological abnormalities were correlated with level of NT pro-BNP, hs-cTnT, CRP, or oxidative stress biomarkers. The authors concluded that in sinus rhythm patients undergoing cardiac surgery, histopathological changes in RAA do not predict POAF. They did not also correlate with biomarkers of cardiac function, inflammation, and oxidative stress.

In our next paper, Mark McCauley, Liang Hong, Arvind Sridhar, and associates hypothesize that obesity decreases sodium channel NAF 1.5 expression via enhanced oxidative stress, thus reducing the sodium current and enhancing susceptibility to atrial fibrillation [AF]. They studied a diet induced obese [DIO] mouse model. Pacing induced AF in 100% of DIO mice versus 25% in controls (P<0.01) with increased AF burden. Cardiac sodium channel expression, sodium current and atrial action potential duration [APD] were reduced and potassium channel expression (Kv1.5) and current IKUR and F2-isoprostanes, NOX2, and protein kinase C expression in atrial fibrosis were significantly increased in DIO mice compared to controls. In mitochondrial antioxidant reduced AF burden, restored sodium current potassium, current IKUR, APD and reversed atrial fibrosis in DIO mice compared to controls.

In our next, paper Hirosuke Yamaji and associates conducted a randomized control trial to examine the impact of electrophysiological evaluation of the left atrium on atrial fibrillation [AF] outcome. They examined consecutive persistent and patients with, in 33, and without, 111 patients left atrial [LA] low voltage areas [LA-LVA]. Patients without LA-LVA were randomly assigned to EP test-guided (n=57) and control (n=54). In the EP test-guided group, an adjunctive posterior wall isolation [PWI] was performed in those with positive results (PWI subgroup; n=24) but not those with negative results (n=33). The criteria for positive EP tests were an effective refractory period ≤180 ms, ERP > 20 ms shorter than the other sites, and/or induction of AF/atrial tachycardia during measurements. LVA ablation was performed in the LA-LVA patients during the follow-up period of a mean of 62 weeks, the EP test-guided group had a significantly lower recurrence rate (19%,11/57 versus 41%, 22/54, P=0.012) and a higher Kaplan-Meier AF/AT-free survival curve compared with controls (P=0.01). No significant differences in the recurrence, and AF/AT-free survival curves between PWI (positive EP test) and non-PWI (negative EP test) subgroups were observed. Therefore, PWI for positive EP tests reduced the AF/AT recurrence in the EP test-guided group. A stepwise Cox proportional hazard analysis identified EP test-guided ablation as a factor, reducing recurrence rates. The recurrence rates in LA-LVA ablation group and EP test-guided group were similar.

In our next study, Jinxuan Lin and associates assess whether simultaneous pacing of the left and right bundle branch areas may achieve more synchronous ventricular activation than just bundle pacing alone. In symptomatic bradycardia patients, the distal electrode of the bipolar pacing lead was placed at the left bundle branch area via a transventricular-septal approach. This was used to pace the left bundle branch area, while the ring electrode was used to pace the right bundle branch area. Bilateral bundle branch area pacing [BBBP] was achieved by stimulating the cathode and anode in various configurations. BBBP was successfully performed in 22 out of 36 patients. Compared with LBBP, BBBP resulted in greater shortening of QRS duration (109.3 vs 118.4 ms, P < 0.001). LBBP resulted in paced RBBB configuration with a DRVAT of 115 ms and interventricular conduction delay of 34.0 ms. BBBP fully resolved the RBBB morphology in 18 patients. In the remaining 4 patients, RBBP pacing partially corrected the right bundle branch block.

In our next paper, Ramanathan Parameswaran, Jonathan Kalman, Geoffrey Lee and associates recorded 2-minute long segments of simultaneous inter-operative mapping of endo- and epicardial lateral right atrial [RA] wall in patients with persistent atrial fibrillation [AF] using 2 high-density grid catheters (16 electrodes, 3 mm spacing). Filtered unipolar and bipolar electrograms [EGMS] of continuous 2-minute AF recordings and electrodes locations were exported for phase analysis. They defined endocardial-epicardial dissociation [EED] as phase differences of ≥20 ms between paired endo- and epi electrodes. Wavefronts [WF] were classified as single rotations, that is single wavefront, focal waves, or disorganized activity as per standard criteria. Endo-Epi wave fronts were simultaneously compared on dynamic phase maps. Complex fractionated electrograms were defined as bipolar electrograms with directional changes occupying at least 70% of the sample area. 14 patients with persistent AF underwent cardiac surgery are included. EED was seen in 50.3% of phase maps with significant temporal heterogeneity. Disorganized activity (endo 41.3%, epi 46.8%, P = 0.0194) and single wave (endo 31.3 versus epi