Background: Congenital long QT syndrome (LQTS) is characterized by a prolongation of the heart rate-corrected QT interval (QTc) and an increased risk of syncope, seizure and sudden cardiac arrest/death (SCA/SCD). Genome-wide association studies have identified numerous QT interval-influencing loci of small effect sizes. Herein, we sought to investigate whether a polygenic background for the QT interval contributes to the phenotypic heterogeneity in patients with genotype-positive LQTS. Methods: We used summary statistics from a recent genome-wide meta-analysis for QT interval (n = 117,532) to derive 160 different polygenic scores for QT interval (PGS QT ) using LDpred2-grid, each comprising ~1.4 million common variants with varying assumptions of the underlying genetic architecture. Next, we applied these PGS QT to predict the QTc value in a genetically unrelated, European ancestry subset of the ‘All of Us’ cohort with available electrocardiogram and genetic data (n=6,404), where the best performing PGS QT was determined based on explained variance. Next, using 225 patients with genetically confirmed LQTS who were evaluated in the Mayo Clinic Windland Smith Rice Genetic Heart Rhythm Clinic, we tested the effect of the best performing PGS QT on QTc duration and LQTS-associated cardiac events (defined as a composite of syncope, seizures, sustained ventricular arrhythmia, appropriate ICD shocks, and SCA/SCD) using Bayesian regression models. Results: Overall, the best performing PGS QT explained 11.8% of the variance in the QTc in the ‘All of Us’ cohort. Among patients with genotype-positive LQTS (n [%]; KCNQ1 125 [55.6], KCHN2 76 [33.8], SCN5A 21 [9.3], Other 3 [1.3]), those with higher PGS QT had a higher QTc (predicted mean QTc [95% uncertainty interval], 95 th percentile vs 50 th percentile for PGS QT , 478 ms [464-491] vs 459 ms [449-468]). In comparison to the median PGS, those LQTS patients with a PGS QT >95 th percentile were more than twice as likely to have experienced a LQTS-associated cardiac event (Odds ratio [95% UI], 95 th percentile vs 50 th percentile for PGS QT ; 2.16 [1.02-5.41]), ( Figure ). Conclusions: Individuals with genotype-positive LQTS who have high polygenic susceptibility for QTc prolongation are more likely to phenotypically exhibit a higher QTc value and experience potentially life-threatening LQTS-associated cardiac events. Accounting for polygenic background may refine risk stratification strategies for patients with genotype-positive LQTS
AAV9-mediated
KCNH2
suppression-replacement gene therapy in a transgenic rabbit model of type 1 short QT syndrome
European Heart Journal | August 15, 2025 | Volume: 47 | Issue: 2 | Pages: 199-213
Abstract Background and Aims Type 1 short QT syndrome (SQT1) is a genetic channelopathy caused by gain-of-function variants in KCNH2, resulting in shortened cardiac repolarization and QT intervals, which predispose patients to ventricular arrhythmias and sudden cardiac death. This study aimed to investigate the therapeutic efficacy of KCNH2-specific suppression-and-replacement (KCNH2-SupRep) gene therapy in a transgenic rabbit model of SQT1. Methods KCNH2-SupRep was developed by combining a KCNH2-shRNA with its corresponding shRNA-immune KCNH2-cDNA into an AAV9 vector, delivered directly into the aortic root (1 × 1010 vg/kg). Therapeutic efficacy was evaluated in vivo by electrocardiogram, ex vivo by optical mapping, and at cellular levels by patch-clamp, calcium imaging, and qPCR in ventricular cardiomyocytes (VCMs). Results In vivo, KCNH2-SupRep normalized the heart rate-corrected QT interval (QTc) in SQT1 rabbits, without affecting repolarization heterogeneity. Ex vivo, KCNH2-SupRep corrected the action potential duration (APD90) and resolved the increased apicobasal APD90 heterogeneity observed in untreated (UT)-SQT1 hearts, supporting an antiarrhythmic effect, which was further validated by reduced re-entry formation in silico. At cellular levels, KCNH2-SupRep prolonged APD90 in VCMs from SupRep-SQT1 rabbits closer to wildtype levels compared with UT- and sham-SQT1. Additionally, KCNH2-SupRep restored the cellular surrogate of the electro-mechanical window and normalized IKr in nearly 50% of VCMs, in line with a 50%–60% suppression of the mutant KCNH2 transcript. Conclusions This proof-of-concept study is the first to demonstrate the efficacy of gene therapy for SQT1 in a medium-sized animal model. KCNH2-SupRep gene therapy successfully corrected the pathologic phenotype in vivo, ex vivo, and at cellular levels in transgenic SQT1 rabbits.
Variant‐Specific Late Gadolinium Enhancement Patterns Influence Clinical Outcomes in
LMNA
‐Related Cardiomyopathy
Journal of the American Heart Association | July 21, 2025 | Volume: 14 | Issue: 15 | Pages: No page available
Background Disease‐causative variants in LMNA ‐encoded lamin A/C cause a genetic cardiomyopathy characterized by atrioventricular block, atrial fibrillation, ventricular arrhythmias, and systolic dysfunction. The influence of LMNA variant type/localization on late gadolinium enhancement (LGE) patterns and clinical outcomes remains unclear. Methods Retrospective analysis of 822 genotype‐positive patients with arrhythmogenic/dilated cardiomyopathy was used to identify those with disease‐causative variants in LMNA . Data on LGE distribution and prevalence of advanced heart failure, thromboembolic and sudden cardiac death/major ventricular arrhythmia events were extracted from the electronic record and analyzed by variant type/localization. Results Among the 72/116 (62%) LMNA variant‐positive patients with cardiac magnetic resonance imaging data, LGE was observed in 40/72 (56%) cases. Most exhibited a nonischemic, midmyocardial or subepicardial pattern (73%), and 6/40 (15%) showed a unique “pseudo‐infarct” transmural pattern, predominantly affecting the apical segments. All 6 patients with this distinct LGE pattern harbored C‐terminal IgD (immunoglobulin‐like domain) variants (p.Arg471His or p.Arg541His). In patients with clinically manifest disease (76/116), those with IgD‐localizing variants had a lower prevalence of atrioventricular block (25% versus 72%, P =0.002) and atrial fibrillation (50% versus 81%, P =0.019) but higher rates of thromboembolic events (42% versus 16%, P =0.038). During a median follow‐up of 37 months, IgD variant presence independently predicted sudden cardiac death/major ventricular arrhythmia (hazard ratio, 2.391 [95% CI, 1.046–5.464]; P =0.039). Conclusions LMNA missense variants localizing to IgD present a distinct apical pseudo‐infarct LGE pattern associated with increased risk of ventricular arrhythmias and thromboembolic events but reduced atrioventricular block and atrial fibrillation. Multicenter studies are warranted to develop variant‐specific risk‐stratification strategies in cardiac laminopathy.
Abstract 4146464: The Clinical and Electrocardiographic Phenotype of Genotype Negative Long QT Syndrome
Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available
Background: LQTS is a genetic heart disease associated with an increased risk of sudden death. Despite advances in genetic testing, a small subset of patients still lacks identifiable genetic markers. Consequently, the true prevalence and clinical phenotype of genotype negative remains to be determined. Objective: To determine the prevalence and clinical characteristics of patients with a clinical diagnosis of LQTS but a negative genetic test. Methods: A retrospective review was conducted on patients evaluated and treated at a tertiary hospital between 2000 and 2024, focusing on those with a clinical diagnosis of LQTS, but a negative genetic test for all LQTS-associated genes, with available follow-up of at least 1 year. Results: After exclusion for follow-up and lack of genetic testing, the study cohort consisted of 1834 patients with LQTS including 1708 (93%) with a (likely) pathogenic (LP/P), LQTS-causative variant. Also, in 95 patients (5%), their variant of uncertain significance was clinically upgraded to a LP/P-variant, leaving only 31 patients classified as phenotype positive but genotype negative (1.6%). Of these, 16/31 underwent next-generation genetic sequencing, revealing the genetic cause in 6/16 cases (37%; 0.3% of all patients). For the remaining 25 genotype negative LQTS patients (1.3%), the mean age at diagnosis was 26 ± 15 years, with 19 (76%) being female, and an average initial QTc of 497 ± 41 ms. In total, 11 patients (44%) experienced a cardiac event before diagnosis [1 sudden cardiac arrest (SCA), 1 Torsades, 1 VT, 8 syncopes] and 1 patient had his first cardiac event during follow-up; 7/12 patients had more than one subsequent event. Twenty patients were proband (80%) and 6 had a family history of SCA. Eleven patients received an ICD (44%), left cardiac sympathetic denervation was performed in 4 (16%), and 2 patients experienced arrhythmia-related deaths (8%). The mean follow-up since diagnosis was 7 ± 5 years. Conclusion: With a prevalence of genotype-negative LQTS of 2%, the number of these patients is much lower than previously suggested, underscoring the advancements in identifying new genetic markers and the role of phenotype-enhanced variant adjudication and next-generation sequencing. Additionally, significant disease severity was observed in the remaining patients, emphasizing the pivotal role of genotype-phenotype correlations and risk stratification in managing and counseling patients lacking identified LQTS-causing mutations.
Abstract 4140422: Molecular and Functional Characterization of DENND3 as a Novel Regulator of Ion Channel Trafficking
Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available
Background: We identified a novel, ultra-rare missense variant (p.R534S) in DENND3 as a potential disease-susceptibility variant in a multi-generational pedigree of familial idiopathic ventricular fibrillation (IVF). DENND3 is a guanine nucleotide exchange factor and activator for small GTPase Rab proteins involved in endosome and ion channel membrane trafficking. However, the role of DENND3 in the heart and its potential involvement in cardiac arrhythmias are unknown. Objective: To functionally characterize DENND3-p.R534S and determine its impact on channel trafficking. Methods: Heterologous co-expression studies in TSA201 cells were performed with DENND3-WT or DENND3-p.R534S and ion channels: KCNQ1 (Kv7.1, IKs), KCNH2 (Kv11.1, IKr), SCN5A (Nav1.5, INa), or CACNA1C (Cav1.2, ICa) as well as Rab proteins (Rab4, Rab5, Rab6, Rab7, Rab11, Rab12). Patient-specific DENND3-p.R534S iPSC-derived cardiomyocytes (iPSC-CMs) and isogenic controls (IC) were created. Localization and expression of ion channel and Rab proteins was assessed using immunofluorescence (IF) by super resolution AiryScan microscopy. GTPase-Glo assays measured Rab protein activity. Electrophysiology studies using patch-clamp and FluoVolt were performed on iPSC-CM models. Results: IF imaging showed significant increases in membrane expression of KCNQ1 (11714±157to 21929±378, p<0.05), KCNH2 (11378±160 to 31965±544, p<0.05), , SCN5A (10339±8 to 11225±23, p<0.05), and CACNA1C (11879±83 to 13749±138, p<0.05) in DENND3-p.R534S compared to DENND3-WT expressing TSA201 cells. Rab5 distribution was altered significantly by the DENND3-p.R534S variant, with increased dispersion away from the nucleus (0.23±0.01 vs. 0.17±0.01, p<0.05) and increased proximity to the plasma membrane (0.16±0.02 vs. 0.23±0.01, p<0.05). Additionally, Rab5 activity was enhanced significantly (57% increase) by p.R534S versus WT (p<0.05). iPSC-CMs revealed similar increases in channel membrane accumulation and irregular arrhythmic activity including frequent action potential duration alternans and afterdepolarizations in 78% of p.R534S iPSC-CMs versus none in IC cells (p<0.05). Conclusion: DENND3 is a novel ion channel trafficking protein in the heart. The DENND3-p.R534S variant disrupts cardiac ion channel trafficking. These findings highlight DENND3’s role in cardiac ion channel distribution, cellular function, and potential association with arrhythmogenic risk.
Abstract 4136394: Elucidation of a novel genetic substrate responsible for genetically elusive ring-like arrhythmogenic cardiomyopathy
Circulation | November 13, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available
Background: Arrhythmogenic cardiomyopathy (ACM) is a genetic heart disease characterized by fibrofatty replacement of ventricular myocardium. Arrhythmogenic left ventricular (LV) cardiomyopathy (ALVC) is a phenotypic variant of ACM predominantly involving the LV. Mutations in genes encoding for desmosome proteins and filamin C have been implicated in ALVC, especially in the setting of a ring-like late gadolinium enhancement (LGE) imaging pattern. Objective: To identify the underlying genetic substrate responsible for genetically elusive ring-like ALVC in a patient with seemingly sporadic/recessive disease. Methods: A 38-year-old male was referred for genetic investigation to determine the underlying genetic substrate responsible for his ALVC phenotype. The patient fulfilled both electrocardiographic (low voltage in the limb leads and anterolateral T-wave inversions) and imaging (>1 segment of subepicardial LGE) criteria for ALVC. Additionally, the patient experienced unexplained episodes of tachycardia, shakiness, sweating, and nausea prompting concern for an underlying neuromuscular disease. Genome sequencing (GS) was performed on DNA isolated from the affected patient and both of his unaffected parents. Variants were filtered assuming either a sporadic de novo occurrence or an autosomal recessive inheritance pattern. Results: GS identified compound heterozygous GNPTAB variants in the affected patient. A previously reported maternally derived p.Leu257Leu (c.771G>A) variant involving the last nucleotide of exon 7 of the GNPTAB gene and a novel paternally inherited Lys834fs*5 frame-shift variant were identified. The p.Leu257Leu variant has been reported to cause aberrant splicing and exon skipping of the GNPTAB mRNA transcript. Pathogenic variants in the GNPTAB encoded N-acetylglucosamine-1 (GlcNAc)-phosphotransferase subunits alpha/beta cause mucolipidosis type III, a rare recessive lysosomal storage disease characterized by coarse facial features, developmental delay, short stature, skeletal deformities, and cardiac involvement including valvular thickening and cardiomyopathy. Conclusions: Here, using a genome sequencing trio analysis we identified a compound heterozygous GNPTAB pathogenic variants as the underlying genetic substrate in a patient with ring-like ALVC and concomitant neuromuscular disease manifestation. Genome sequencing may identify the genetic etiology responsible for an otherwise undifferentiated diagnosis of cardiomyopathy.
Clinical Utility of Protein Language Models in Resolution of Variants of Uncertain Significance in
KCNQ1, KCNH2
, and
SCN5A
Compared With Patch-Clamp Functional C
Circulation: Genomic and Precision Medicine | August 9, 2024 | Volume: 17 | Issue: 5 | Pages: No page available
BACKGROUND: Genetic testing for cardiac channelopathies is the standard of care. However, many rare genetic variants remain classified as variants of uncertain significance (VUS) due to lack of epidemiological and functional data. Whether deep protein language models may aid in VUS resolution remains unknown. Here, we set out to compare how 2 deep protein language models perform at VUS resolution in the 3 most common long-QT syndrome–causative genes compared with the gold-standard patch clamp. METHODS: A total of 72 rare nonsynonymous VUS (9 KCNQ1, 19 KCNH2 , and 50 SCN5A ) were engineered by site-directed mutagenesis and expressed in either HEK293 cells or TSA201 cells. Whole-cell patch-clamp technique was used to functionally characterize these variants. The protein language models, evolutionary scale modeling, version 1b and AlphaMissense, were used to predict the variant effect of missense variants and compared with patch clamp. RESULTS: Considering variants in all 3 genes, the evolutionary scale modeling, version 1b model had a receiver operating characteristic curve–area under the curve of 0.75 ( P =0.0003). It had a sensitivity of 88% and a specificity of 50%. AlphaMissense performed well compared with patch-clamp with an receiver operating characteristic curve-area under the curve of 0.85 ( P <0.0001), sensitivity of 80%, and specificity of 76%. CONCLUSIONS: Deep protein language models aid in VUS resolution with high sensitivity but lower specificity. Thus, these tools cannot fully replace functional characterization but can aid in reducing the number of variants that may require functional analysis.
KCNQ1 suppression-replacement gene therapy in transgenic rabbits with type 1 long QT syndrome
European Heart Journal | August 8, 2024 | Volume: 45 | Issue: 36 | Pages: 3751-3763
Abstract Background and Aims Type 1 long QT syndrome (LQT1) is caused by pathogenic variants in the KCNQ1-encoded Kv7.1 potassium channels, which pathologically prolong ventricular action potential duration (APD). Herein, the pathologic phenotype in transgenic LQT1 rabbits is rescued using a novel KCNQ1 suppression-replacement (SupRep) gene therapy. Methods KCNQ1-SupRep gene therapy was developed by combining into a single construct a KCNQ1 shRNA (suppression) and an shRNA-immune KCNQ1 cDNA (replacement), packaged into adeno-associated virus serotype 9, and delivered in vivo via an intra-aortic root injection (1E10 vg/kg). To ascertain the efficacy of SupRep, 12-lead electrocardiograms were assessed in adult LQT1 and wild-type (WT) rabbits and patch-clamp experiments were performed on isolated ventricular cardiomyocytes. Results KCNQ1-SupRep treatment of LQT1 rabbits resulted in significant shortening of the pathologically prolonged QT index (QTi) towards WT levels. Ventricular cardiomyocytes isolated from treated LQT1 rabbits demonstrated pronounced shortening of APD compared to LQT1 controls, leading to levels similar to WT (LQT1-UT vs. LQT1-SupRep, P < .0001, LQT1-SupRep vs. WT, P = ns). Under β-adrenergic stimulation with isoproterenol, SupRep-treated rabbits demonstrated a WT-like physiological QTi and APD90 behaviour. Conclusions This study provides the first animal-model, proof-of-concept gene therapy for correction of LQT1. In LQT1 rabbits, treatment with KCNQ1-SupRep gene therapy normalized the clinical QTi and cellular APD90 to near WT levels both at baseline and after isoproterenol. If similar QT/APD correction can be achieved with intravenous administration of KCNQ1-SupRep gene therapy in LQT1 rabbits, these encouraging data should compel continued development of this gene therapy for patients with LQT1.
Single Construct Suppression and Replacement Gene Therapy for the Treatment of All
CALM1
-,
CALM2
-, and
CALM3
-Mediated Arrhythmia Disorders
Circulation: Arrhythmia and Electrophysiology | July 29, 2024 | Volume: 17 | Issue: 8 | Pages: No page available
BACKGROUND: CaM (calmodulin)-mediated long-QT syndrome is a genetic arrhythmia disorder (calmodulinopathies) characterized by a high prevalence of life-threatening ventricular arrhythmias occurring early in life. Three distinct genes ( CALM1 , CALM2 , and CALM3 ) encode for the identical CaM protein. Conventional pharmacotherapies fail to adequately protect against potentially lethal cardiac events in patients with calmodulinopathy. METHODS: Five custom-designed CALM1 -, CALM2 -, and CALM3 -targeting short hairpin RNAs (shRNAs) were tested for knockdown (KD) efficiency using TSA201 cells and reverse transcription-quantitative polymerase chain reaction. A dual-component suppression and replacement (SupRep) CALM gene therapy (CALM-SupRep) was created by cloning into a single construct CALM1 -, CALM2 -, and CALM3-specific shRNAs that produce KD (suppression) of each respective gene and a shRNA-immune CALM1 cDNA (replacement). CALM1-F142L, CALM2-D130G, and CALM3-D130G induced pluripotent stem cell-derived CMs were generated from patients with CaM-mediated long-QT syndrome. A voltage-sensing dye was used to measure action potential duration at 90% repolarization (APD90). RESULTS: Following shRNA KD efficiency testing, a candidate shRNA was identified for CALM1 (86% KD), CALM2 (71% KD), and CALM3 (94% KD). The APD90 was significantly prolonged in CALM2-D130G (647±9 ms) compared with CALM2-WT (359±12 ms; P <0.0001). Transfection with CALM -SupRep shortened the average APD90 of CALM2-D130G to 457±19 ms (66% attenuation; P <0.0001). Additionally, transfection with CALM -SupRep shortened the APD90 of CALM1-F142L (665±9 to 410±15 ms; P <0.0001) and CALM3-D130G (978±81 to 446±6 ms; P <0.001). CONCLUSIONS: We provide the first proof-of-principle suppression-replacement gene therapy for CaM-mediated long-QT syndrome. The CALM-SupRep gene therapy shortened the pathologically prolonged APD90 in CALM1 -, CALM2 -, and CALM3-variant CaM-mediated long-QT syndrome induced pluripotent stem cell-derived CM lines. The single CALM-SupRep construct may be able to treat all calmodulinopathies, regardless of which of the 3 CaM-encoding genes are affected.
In vivo KCNH2-suppression-replacement gene therapy attenuates the pathogenic phenotype in transgenic rabbits with short QT syndrome type 1
Europace | May 24, 2024 | Volume: 26 | Issue: Supplement_1 | Pages: No page available
Abstract Background Short QT syndrome type 1 (SQT1) is a genetic channelopathy characterized by gain-of-function variants in the KCNH2-encoded potassium channel underlying the IKr current, leading to a pathologically shortened cardiac action potential duration (APD). Patients with SQT1 manifest shortening of the QT duration on 12-lead ECG and are prone to cardiac arrhythmias that can culminate in sudden cardiac death. Purpose To investigate the effect of a KCNH2-specific suppression-replacement (KCNH2-SupRep) gene therapy on the pathogenic phenotype in transgenic SQT1 rabbits. Methods A novel dual-component KCNH2-SupRep gene therapy was developed by combining a custom-designed KCNH2 shRNA (suppression) and an shRNA-immune (shIMM) KCNH2 cDNA (replacement) into AAV9. In vivo AAV9-mediated KCNH2-SupRep / sham treatment was performed by intra-aortic root injection of the KCNH2-SupRep AAV9 (1E10 vg/kg) / NaCl 0.9% during balloon occlusion using a Swan Ganz catheter. Three weeks after administration, 12-lead ECGs were assessed in adult transgenic SQT1 (KCNH2-N588K, gain of IKr due to impaired inactivation) and wild-type (WT) rabbits to determine the effect of KCNH2-SupRep / sham treatment on the rabbit’s QTc duration and QT index. Patch-clamp recordings were performed in isolated ventricular cardiomyocytes (CMs) to evaluate the effect of KCNH2-SupRep / sham treatment on the CM’s action potential duration at 90% repolarization (APD90). Results After in vivo AAV9-mediated KCNH2-SupRep gene therapy injection (1E10 vg/kg) in 7 SQT1 rabbits, QTc duration and QT index significantly increased in all SQT1 rabbits (QTc: untreated(UT)-SQT1: 153.2±3.8ms vs treated-SQT1: 166.5±4.6ms, p=0.0002, N=7 each; QTi: UT-SQT1: 92.5±1.9% vs treated-SQT1: 99.7±2.7%, p=0.0007, N=7 each), reaching a QT index of ~100% typically observed in WT rabbits. No such changes were observed in the sham-SQT1 rabbits. Furthermore, cardiomyocytes isolated from 7 SQT1 rabbits that received in vivo SupRep gene therapy demonstrated APD90 prolongation closer to WT rabbits compared to UT-SQT1 and sham-SQT1 rabbits (APD90: UT-SQT1: 314.2±11.9ms, WT: 404.5±13.8ms, treated-SQT1: 362.9±10.6ms; UT-SQT1 vs WT: p<0.0001; UT-SQT1 vs treated-SQT1: p=0.019; WT vs Treated-SQT1: p=0.031). In line with these observations, first IKr measurements demonstrate smaller IKr currents in SupRep-SQT1 than in sham-SQT1 CMs. Conclusion In vivo KCNH2-SupRep gene therapy normalizes the pathologically shortened QTc duration and QT index in transgenic SQT1 rabbits. Moreover, KCNH2-SupRep treatment prolongs APD90 in SQT1 compared to UT-SQT1 and sham-SQT1 reaching levels closer to WT.