Background: Heart rate–corrected QT interval (QTc) prolongation, whether secondary to drugs, genetics including congenital long QT syndrome, and/or systemic diseases including SARS-CoV-2–mediated coronavirus disease 2019 (COVID-19), can predispose to ventricular arrhythmias and sudden cardiac death. Currently, QTc assessment and monitoring relies largely on 12-lead electrocardiography. As such, we sought to train and validate an artificial intelligence (AI)–enabled 12-lead ECG algorithm to determine the QTc, and then prospectively test this algorithm on tracings acquired from a mobile ECG (mECG) device in a population enriched for repolarization abnormalities. Methods: Using >1.6 million 12-lead ECGs from 538 200 patients, a deep neural network (DNN) was derived (patients for training, n = 250 767; patients for testing, n = 107 920) and validated (n = 179 513 patients) to predict the QTc using cardiologist-overread QTc values as the “gold standard”. The ability of this DNN to detect clinically-relevant QTc prolongation (eg, QTc ≥500 ms) was then tested prospectively on 686 patients with genetic heart disease (50% with long QT syndrome) with QTc values obtained from both a 12-lead ECG and a prototype mECG device equivalent to the commercially-available AliveCor KardiaMobile 6L. Results: In the validation sample, strong agreement was observed between human over-read and DNN-predicted QTc values (−1.76±23.14 ms). Similarly, within the prospective, genetic heart disease–enriched dataset, the difference between DNN-predicted QTc values derived from mECG tracings and those annotated from 12-lead ECGs by a QT expert (−0.45±24.73 ms) and a commercial core ECG laboratory [10.52±25.64 ms] was nominal. When applied to mECG tracings, the DNN’s ability to detect a QTc value ≥500 ms yielded an area under the curve, sensitivity, and specificity of 0.97, 80.0%, and 94.4%, respectively. Conclusions: Using smartphone-enabled electrodes, an AI DNN can predict accurately the QTc of a standard 12-lead ECG. QTc estimation from an AI-enabled mECG device may provide a cost-effective means of screening for both acquired and congenital long QT syndrome in a variety of clinical settings where standard 12-lead electrocardiography is not accessible or cost-effective.
Efficacy of intentional permanent atrial pacing in the long‐term management of congenital long QT syndrome
Journal of Cardiovascular Electrophysiology | January 29, 2021 | Volume: 32 | Issue: 3 | Pages: 782-789
AbstractBackgroundUnfortunately, some patients with long QT syndrome (LQTS) experience breakthrough cardiac events (BCEs) despite maximal therapy. Small studies have shown that refractory LQTS cases may benefit from intentional permanent atrial pacing (IPAP). As such, we sought to determine the genotype‐specific utilization and efficacy of IPAP in a single‐center LQTS registry.Methods and ResultsIn this retrospective study, electronic medical records from 1065 patients diagnosed with LQTS were used to identify individuals that received IPAP. Pre‐ and post‐IPAP heart rate, heart rate‐corrected QT (QTc) values, annual BCE rate, and IPAP‐related complications were compared between genotypes. BCEs were defined as LQTS‐associated syncope/seizures, sustained ventricular arrhythmia (VA)‐terminating ICD therapies, and sudden cardiac arrest/death.Overall, 52 out of 1065 LQTS patients received adjunctive IPAP therapy (77% female; median age 18.5 [interquartile range, 1–35.5] years; 73% with prior VA). Over an average IPAP follow‐up of 121 ± 82 months, the average heart rate increased from 65.8 ± 20.4 bpm to 78.9 ± 17.1 bpm; (p < .01) and the average QTc decreased from 533.4 ± 66.6 to 488.3 ± 52.4 ms; (p < .01). The mean BCE rate dropped from 0.88 to 0.19 per patient‐year (p = .01), driven by a marked decrease in the LQT2 cohort (1.01 BCE/year to 0.02 BCE/year; p = .003). No serious IPAP‐related complications were observed.ConclusionIn high‐risk LQTS patients, namely those with recalcitrant LQT2, IPAP appears to be a safe and efficacious adjunct therapy. The beneficial effects of IPAP may stem from attenuating the QTc and circumventing a pause‐dependent trigger. Whether IPAP might obviate the need for an ICD in some instances warrants further study.
Suppression-Replacement
KCNQ1
Gene Therapy for Type 1 Long QT Syndrome
Background: Type 1 long QT syndrome (LQT1) is caused by loss-of-function variants in the KCNQ1 -encoded K v 7.1 potassium channel α-subunit that is essential for cardiac repolarization, providing the slow delayed rectifier current. No current therapies target the molecular cause of LQT1. Methods: A dual-component suppression-and-replacement (SupRep) KCNQ1 gene therapy was created by cloning a KCNQ1 short hairpin RNA and a short hairpin RNA-immune KCNQ1 cDNA modified with synonymous variants in the short hairpin RNA target site, into a single construct. The ability of KCNQ1-SupRep gene therapy to suppress and replace LQT1-causative variants in KCNQ1 was evaluated by means of heterologous expression in TSA201 cells. For a human in vitro cardiac model, induced pluripotent stem cell–derived cardiomyocytes (iPSC-CMs) were generated from 4 patients with LQT1 (KCNQ1-Y171X, -V254M, -I567S, and -A344A/spl) and an unrelated healthy control. CRISPR-Cas9 corrected isogenic control iPSC-CMs were made for 2 LQT1 lines (correction of KCNQ1-V254M and KCNQ1-A344A/spl). FluoVolt voltage dye was used to measure the cardiac action potential duration (APD) in iPSC-CMs treated with KCNQ1-SupRep. Results: In TSA201 cells, KCNQ1-SupRep achieved mutation-independent suppression of wild-type KCNQ1 and 3 LQT1-causative variants (KCNQ1-Y171X, -V254M, and -I567S) with simultaneous replacement of short hairpin RNA-immune KCNQ1 as measured by allele-specific quantitative reverse transcription polymerase chain reaction and Western blot. Using FluoVolt voltage dye to measure the cardiac APD in the 4 LQT1 patient-derived iPSC-CMs, treatment with KCNQ1-SupRep resulted in shortening of the pathologically prolonged APD at both 90% and 50% repolarization, resulting in APD values similar to those of the 2 isogenic controls. Conclusions: This study provides the first proof-of-principle gene therapy for complete correction of long QT syndrome. As a dual-component gene therapy vector, KCNQ1-SupRep successfully suppressed and replaced KCNQ1 to normal wild-type levels. In TSA201 cells, cotransfection of LQT1-causative variants and KCNQ1-SupRep caused mutation-independent suppression and replacement of KCNQ1 . In LQT1 iPSC-CMs, KCNQ1-SupRep gene therapy shortened the APD, thereby eliminating the pathognomonic feature of LQT1.
Conversion of left atrial volume to diameter for automated estimation of sudden cardiac death risk in hypertrophic cardiomyopathy
AbstractBackgroundA subset of patients with hypertrophic cardiomyopathy (HCM) is at high risk of sudden cardiac death (SCD). Practice guidelines endorse use of a risk calculator, which requires entry of left atrial (LA) diameter. However, American Society of Echocardiography (ASE) guidelines recommend the use of LA volume index (LAVI) for routine quantification of LA size. The aims of this study were to (a) develop a model to estimate LA diameter from LAVI and (b) evaluate whether substitution of measured LA diameter by estimated LA diameter derived from LAVI reclassifies HCM‐SCD risk.MethodsThe study cohort was comprised of 500 randomly selected HCM patients who underwent transthoracic echocardiography (TTE). LA diameter and LAVI were measured offline using digital clips from TTE. Linear regression models were developed to estimate LA diameter from LAVI. A European Society of Cardiology endorsed equation estimated SCD risk, which was measured using LA diameter and estimated LA diameter derived from LAVI.ResultsThe mean LAVI was 48.5 ± 18.8 mL/m2. The derived LA diameter was 45.1 mm (SD: 5.5 mm), similar to the measured LA diameter (45.1 mm, SD: 7.1 mm). Median SCD risk at 5 years estimated by measured LA diameter was 2.22% (interquartile range (IQR): 1.39, 3.56), while median risk calculated by estimated LA diameter was 2.18% (IQR: 1.44, 3.52). 476/500 (95%) patients maintained the same risk classification regardless of whether the measured or estimated LA diameter was used.ConclusionsSubstitution of measured LA diameter by estimated LA diameter in the HCM‐SCD calculator did not reclassify risk.
Brugada syndrome and reduced right ventricular outflow tract conduction reserve: a final common pathway?
European Heart Journal | December 10, 2020 | Volume: 42 | Issue: 11 | Pages: 1073-1081
Abstract Brugada syndrome (BrS) was first described as a primary electrical disorder predisposing to the risk of sudden cardiac death and characterized by right precordial lead ST elevation. Early description of right ventricular structural abnormalities and of right ventricular outflow tract (RVOT) conduction delay in BrS patients set the stage for the current controversy over the pathophysiology underlying the syndrome: channelopathy or cardiomyopathy; repolarization or depolarization. This review examines the current understanding of the BrS substrate, its genetic and non-genetic basis, theories of pathophysiology, and the clinical implications thereof. We propose that the final common pathway for BrS could be viewed as a disease of ‘reduced RVOT conduction reserve’.
Re-do left cardiac sympathetic denervation (LCSD following breakthrough cardiac events in long qt syndrome (LQTS) and catecholaminergic polymorphic ventricular tachycardia (CPVT)
European Heart Journal | November 26, 2020 | Volume: 41 | Issue: Supplement_2 | Pages: No page available
Abstract Background Left cardiac sympathetic denervation (LCSD) is an effective anti-fibrillatory, minimally invasive therapy for patients with either LQTS or CPVT. As a pre-ganglionic fiber resection, re-growth or re-innervation is not possible. However, if a suboptimal CSD was performed, chances for post-LCSD breakthrough cardiac events (BCEs) are increased. Purpose To examine the prevalence and outcomes of patients requiring a re-do LCSD. Methods We performed a retrospective review of the 251 LQTS and CPVT patients who underwent CSD (mostly LCSD) at our institution to identify the subset referred for additional CSD because of recurrent BCEs after their primary LCSD that was performed elsewhere. Clinical data on symptomatic status prior to diagnosis and BCEs after first surgery as well as the surgical reports were reviewed to determine the reasons for the repeat procedure. Results Among the 15 patients (6% overall, 6 female; 13 LQTS, 2 CPVT) referred for additional CSD, 3 patients (20%) had a re-do LCSD performed instead of a sequential RCSD because of incomplete resection with the primary LCSD. Patient 1 is a male with Jervell-and-Lange Nielsen Syndrome (JLNS; KCNQ1-K421fs9X; KCNQ1-N365H), who first experienced syncope with torsades at age 3 after which a primary bilateral CSD was performed elsewhere. He had 2 BCEs and at age 12 underwent re-do LCSD, where his left-sided T2-T4 sympathetic chain with remnants of T1 were found to be intact. Patient 2 is a male who had 3 cardiac events prior to diagnosis (genotype negative LQTS) and LCSD at age 3. Following 3 BCEs, he underwent re-do LCSD at age 5 where scarring of T3 and intact stellate ganglion were found. Patient 3 is an adult female with CPVT (RYR2-deletion exon 3) who had multiple syncopal events, out-of-hospital arrest (leading to ICD) and 2 ICD-storms before primary bilateral CSD. Re-do LCSD was performed after identifying an intact left stellate ganglion and T2. Conclusions Before performing a primary bilateral CSD, proceeding to a RCSD after post-LCSD BCEs, or doing a videoscopic LCSD in the first place, it must be recognized that LCSD's success hinges on fully resecting the lower half of the stellate ganglion and the sympathetic chain through T4. Anything less is a partial denervation and likely ineffective procedure. Funding Acknowledgement Type of funding source: None
Clinical impact of acquired risk factors in TTN-mediated dilated cardiomyopathy
European Heart Journal | November 26, 2020 | Volume: 41 | Issue: Supplement_2 | Pages: No page available
Abstract Background/Introduction Truncating variants in TTN-encoded titin (TTNtvs) underlie ∼25% of familial dilated cardiomyopathy (DCM) cases. In addition, TTNtvs are over-represented in alcoholic, peripartum, and chemotherapy-induced CM suggesting that risk factors may play a substantive role in the penetrance and expressivity of TTN-mediated DCM. Purpose To determine the prevalence and clinical impact of risk factors for TTN-mediated DCM within a single center cohort of unrelated patients with pathogenic (P)/likely pathogenic (LP) TTNtvs. Methods In this retrospective study, an institutionally developed natural language processing algorithm was used to identify all TTNtv-positive patients evaluated clinically between 01/2012 and 12/2019. Each TTNtv was then mapped to the TTN reference sequence (NM_133378.4) and classified according to a strict interpretation of the 2015 American College of Medical Genetics and Genomics (ACMG) guidelines. After exclusion of individuals with complex congenital heart disease, ischemic heart disease, and those without ACMG P/LP TTNtvs, available medical records were reviewed for risk factors such as long-term heavy alcohol consumption (>80 grams/day), cardiotoxic chemotherapy exposure, morbid obesity (body mass index >40), biopsy/imaging-confirmed myocarditis, peripartum/tachycardia-mediated CM, and valvular heart disease. Results Overall, 33 ACMG P/LP TTNtv-positive patients were identified (40% female; mean age at presentation 45±16 years; mean LVEF at presentation 38%±17%). Of note, 17/33 (52%) presented with heart failure (HF) and 4/33 (12%) presented with sustained ventricular arrhythmias (VAs). The remaining 12 (36%) TTNtv-positive patients presented with incidentally detected asymptomatic left ventricular systolic dysfunction (n=9) or as a result of genetic cascade screening (n=3). In comparison to TTNtv-positive patients with non-HF presentations, those with HF had worse left ventricular function (mean LVEF: 26% ± 11% vs 51% ±12%; p<0.001) and were more likely to have ≥1 risk factor [11/17 (65%) vs 4/16 (25%); p=0.04]. Unexpectedly, the 7 TTNtv-positive patients that presented with (n=4) or subsequently developed (n=3) sustained VAs were younger at the time of presentation (34±13 years vs 48±15 years; p=0.04) and displayed a similar degree of left ventricular dysfunction to those without sustained VAs (mean LVEF: 42% ± 17% vs 36% ± 17%; p=ns). Interestingly, the only risk factor over-represented amongst those with sustained VAs was bileaflet mitral valve prolapse [3/7 (43%) vs 0/26 (0%); p=0.006]. Conclusion The majority of TTNtv-positive patients (14/23; 61%) with a history of HF and/or sustained VAs possessed ≥1 acquired risk factor providing further evidence that gene-environment interaction(s) exert a crucial role in the manifestation of TTN-mediated disease. Funding Acknowledgement Type of funding source: None
Atenolol is not effective in reducing ventricular arrhythmia severity on exercise stress test in patients with catecholaminergic polymorphic ventricular tachycardia
European Heart Journal | November 26, 2020 | Volume: 41 | Issue: Supplement_2 | Pages: No page available
Abstract Patients with catecholaminergic polymorphic ventricular tachycardia (CPVT) are at risk for malignant ventricular arrhythmias during exercise and emotions which may lead to sudden cardiac death. Beta-blockers (BB) are the mainstay of therapy in patients with CPVT, but studies comparing the efficacy of different types of BB are scarce. Our objective was to determine the efficacy of different types of BB in reducing the ventricular arrhythmia (VA) severity on exercise stress test (EST) in patients with CPVT. Data was derived from the International CPVT Registry, a large retrospective cohort study. We included patients who had an EST before (pre-EST) and after start of BB (post-EST). We divided the cohort into five groups based on the first prescribed BB and compared pre-EST and post-EST. We included 428 patients (median age 18.5 [11.7–39.6] years, 240 (56.%) female), 155 (36.2%) probands) of whom 38 (8.9%) used atenolol, 131 (30.6%) bisoprolol, 82 (19.2%) metoprolol, 124 (29.0%) nadolol and 53 (12.4%) propranolol. Sex and history of aborted cardiac arrest were similar in all groups. The age at start of BB differed (p<0,001): patients using bisoprolol were oldest (35.0 [15.7–35.3]) while patients using propranolol were youngest (12.3 [8.8–24.9]). Median daily BB dose in mg/kg was: 1.0 [0.8–2.3] for atenolol, 0.06 [0.05–0.10] for bisoprolol, 0.9 [0.6–1.5] for metoprolol, 1.1 [0.9–1.6] for nadolol and 1.5 [1.1–2.8] for propranolol. Resting heart rate on pre-EST and post-EST was similar in all groups. Patients using metoprolol had a significantly higher maximum heart rate post-EST compared to nadolol and propranolol (161±18 vs 136±19 and 130±22 bpm, p=0,002 and p=0,001, respectively). The VA severity decreased significantly after BB (147 (37.9%) (non-sustained) ventricular tachycardia ((NS)VT) and 120 (30.9%) no or isolated ventricular premature beat (iVPB) pre-EST vs 46 (11.4%) (NS)VT and 184 (45.7%) iVPB post-EST, p<0,001). Examining the different groups, the VA severity decreased significantly after BB in all but atenolol (13 (40.6%) (NS)VT and 8 (25.0%) iVPB pre-EST vs 9 (25.0%) (NS)VT and 15 (41.7%) iVPB post-EST, p=0,103). Based on these results we conclude that all beta-blockers except atenolol are effective in reducing the VA severity on EST in patients with CPVT. Funding Acknowledgement Type of funding source: Public grant(s) – EU funding. Main funding source(s): E-Rare Joint Transnational Call for Proposals 2015 “Improving Diagnosis and Treatment of Catecholaminergic Polymorphic Ventricular Tachycardia: Integrating Clinical and Basic Science”
Extracting hypertrophic cardiomyopathy features from cardiac magnetic resonance reports by natural language processing
European Heart Journal | November 26, 2020 | Volume: 41 | Issue: Supplement_2 | Pages: No page available
Abstract Objective Determine if information regarding hypertrophic cardiomyopathy (HCM) can be accurately retrieved from cardiac magnetic resonance (CMR) reports using natural language processing (NLP). Background CMR imaging is used for diagnosis and risk stratification of HCM. Manual annotation of information from CMR is time-consuming. NLP is an artificial intelligence method for automating extraction of information from narrative text. Methods We identified 200 HCM patients who had CMR reports from 1998 to 2018. These patients were randomly allocated into training (100 patients with 185 CMR reports) and testing sets (100 patients with 206 reports). An NLP system with 2 tiers was developed; the first extracted information regarding HCM diagnosis while second extracted categorical or numeric concepts for HCM classification. NLP performance was compared with gold-standard manual annotation. Results NLP algorithms achieved very high performance across all concepts with mean positive predictive value (PPV) = 0.96. An outlier was the performance for abstracting the presence of an apical pouch from CMR reports, which had noticeably lower PPV= 0.78 which be attributed to the low number of cases with this finding. Conclusions The algorithms developed can be translated to clinical decision support systems to increase efficiency and contribute to improved quality of care. Funding Acknowledgement Type of funding source: Other. Main funding source(s): Study supported by the National Heart, Lung and Blood Institute of National Institutes of Health (K01HL124045), the Mayo Clinic Center for Clinical and Translational Science (CCaTS), and the Mayo Clinic K2R award. Content is solely the responsibility of authors and does not necessarily represent official views of the National Institutes of Health.
Left Cardiac Sympathetic Denervation Monotherapy in Patients With Congenital Long QT Syndrome
Circulation: Arrhythmia and Electrophysiology | November 17, 2020 | Volume: 13 | Issue: 12 | Pages: No page available
Background: Videoscopic left cardiac sympathetic denervation (LCSD) is an effective antifibrillatory, minimally invasive therapy for patients with potentially life-threatening arrhythmia syndromes like long QT syndrome (LQTS). Although initially used primarily for treatment intensification following documented LQTS-associated breakthrough cardiac events while on beta-blockers, LCSD as 1-time monotherapy for certain patients with LQTS requires further evaluation. We are presenting our early experience with LCSD monotherapy for carefully selected patients with LQTS. Methods: Among the 1400 patients evaluated and treated for LQTS, a retrospective review was performed on the 204 patients with LQTS who underwent LCSD at our institution since 2005 to identify the patients where the LCSD served as stand-alone, monotherapy. Clinical data on symptomatic status before diagnosis, clinical, and genetic diagnosis, and breakthrough cardiac events after diagnosis were analyzed to determine efficacy of LCSD monotherapy. Result: Overall, 64 of 204 patients (31%) were treated with LCSD alone (37 [58%] female, mean QTc 466±30 ms, 16 [25%] patients were symptomatic before diagnosis with a mean age at diagnosis 17.3±11.8 years, 5 had [8%] ≥1 breakthrough cardiac event after diagnosis, and mean age at LCSD was 21.1±11.4 years). The primary motivation for LCSD monotherapy was an unacceptable quality of life stemming from beta-blocker related side effects (ie, beta-blocker intolerance) in 56/64 patients (88%). The underlying LQTS genotype was LQT1 in 36 (56%) and LQT2 in 20 (31%). There were no significant LCSD-related surgical complications. With a mean follow-up of 2.7±2.4 years so far, only 3 patients have experienced a nonlethal, post-LCSD breakthrough cardiac event in 180 patient-years. Conclusions: LCSD may be a safe and effective stand-alone therapy for select patients who do not tolerate beta-blockers. However, LCSD is not curative and patient selection will be critical when potentially considering LCSD as monotherapy.