ArticleJAMA cardiology2022
Rare and Common Genetic Variation Underlying the Risk of Hypertrophic Cardiomyopathy in a National Biobank.
Article in JAMA cardiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
45 citing papers in PubMed, 2 syntheses or guidelines pooled it, 71 citations in OpenAlex.
- A multiancestry polygenic risk score improves stratification in patients with hypertrophic cardiomyopathy.Nature cardiovascular research · 2026Pooled it
- Meta-Analysis of Penetrance and Systematic Review on Transition to Disease in Genetic Hypertrophic Cardiomyopathy.Circulation · 2024Pooled it
- Effects of SGLT2 inhibition on incident heart failure in carriers of cardiomyopathy-associated genetic variants.Nature medicine · 2026Trial
- Rethinking Left Ventricular Noncompaction and Excessive Left Ventricular Trabeculation: Development, Genetics, and a Proposed Conceptual Framework.Journal of clinical medicine · 2026Review
- Biologics for cardiovascular diseases: from bench to bedside.Signal transduction and targeted therapy · 2026Review
- Prioritizing Discovery and Advancements in Arrhythmia Therapies: NIH/NHLBI Workshop.JACC. Clinical electrophysiology · 2026Review
- Epigenetics, Modifiers, and Molecular Noise: Rethinking Pathophysiology in Dilated and Hypertrophic Cardiomyopathies.International journal of molecular sciences · 2026Review
- Leveraging Large and Diverse Biobanks to Evaluate Gene-Disease Associations in Hypertrophic Cardiomyopathy.Journal of personalized medicine · 2026Article
- Revisiting the Genetics of Hypertrophic Cardiomyopathy: From Sarcomeres to Polygenic Modulation and Clinical Translation.Journal of clinical medicine · 2026Review
- Single-Cell Multi-Omics Profiling of Human Septal Myectomy Tissue: Toward Precision Medicine in Obstructive Hypertrophic Cardiomyopathy.Journal of personalized medicine · 2026Review
- Polygenic Background and Penetrance of Pathogenic Variants in Hypertrophic and Dilated Cardiomyopathies.JAMA cardiology · 2026Article
- Genetics in Hypertrophic Cardiomyopathy: An Evolving Clinical Landscape.Cardiac failure review · 2026Review
- Are clinical trajectories in obstructive hypertrophic cardiomyopathy mutation-specific? A systematic review and meta-analysis ofFrontiers in cardiovascular medicine · 2026Review
- The Utility of Genome-Wide Association Studies in Inherited Arrhythmias and Cardiomyopathies.Genes · 2025Review
- The continuum of prevention and heart failure in cardiovascular medicine: A joint scientific statement from the Heart Failure Society of America and the American Society for Preventive Cardiology.American journal of preventive cardiology · 2025Review
- Prevalence of deleterious variants in cardiomyopathy genes in early-onset atrial fibrillation.Research square · 2025Article
- Association of Pathogenic/Likely Pathogenic Inherited Cardiomyopathy Variants With Heart Failure: A TOPMed Multiancestry Analysis.Mayo Clinic proceedings · 2025Article
- The shared genetic architecture between schizophrenia and common peripheral organ imaging phenotypes.Schizophrenia (Heidelberg, Germany) · 2025Article
- Genetic insights into hypertrophic cardiomyopathy: pathogenesis, diagnosis, and therapeutic implications.Journal of cardiovascular imaging · 2025Review
- From Rare Genetic Variants to Polygenic Risk: Understanding the Genetic Basis of Cardiomyopathies.Journal of cardiovascular development and disease · 2025Review
Corrections and comments
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Authors and funding
11 authors at 4 institutions in 2 countries.
Funding
Abstract
Importance: Hypertrophic cardiomyopathy (HCM) is a leading cause of sudden cardiac death in young people. Although rare genetic variants are well-established contributors to HCM risk, common genetic variants have recently been implicated in disease pathogenesis. Objective: To assess the contributions of rare and common genetic variation to risk of HCM in the general population. Design, Setting, and Participants: This cohort study of the UK Biobank (data from 2006-2010) and the Mass General Brigham Biobank (2010-2019) assessed the relative and joint contributions of rare genetic variants and a common variant (polygenic) score to risk of HCM. Both rare and common variant predictors were then evaluated in the context of relevant clinical risk factors. Data analysis was conducted from May 2021 to February 2022. Exposures: Pathogenic rare variants, common-variant (polygenic) score, and clinical risk factors. Main Outcomes and Measures: Risk of HCM. Results: The primary study population comprised 184 511 individuals from the UK Biobank. Mean (SD) age was 56 (8) years, 83 690 (45%) of participants were men, and 204 (0.1%) participants had HCM. Of 51 genes included in clinical genetic testing panels for HCM, pathogenic or likely pathogenic variants in 14 core genes (designated by the American College of Medical Genetics and Genomics [ACMG]) were associated with 55-fold higher odds (95% CI, 35-83) of HCM, while those in the remaining 37 non-ACMG genes were not significantly associated with HCM (OR, 1.8; 95% CI, 0.6-4.0). ClinVar pathogenic or likely pathogenic mutations in MYBPC3 (OR, 72; 95% CI, 39-124) and MYH7 (OR, 61; 95% CI, 26-121) were strongly associated with HCM, as were loss-of-function variants in ALPK3 (OR, 13; 95% CI, 4.4-28). A polygenic score was strongly associated with HCM (OR per SD increase in score, 1.6; 95% CI, 1.4-1.8), with concordant results in the Mass General Brigham Biobank. Genetic factors enhanced clinical risk prediction for HCM: addition of rare variant carrier status and the polygenic score to clinical risk factors (obesity, hypertension, atrial fibrillation, and coronary artery disease) improved the area under the receiver operator characteristic curve from 0.71 (95% CI, 0.65-0.77) to 0.82 (95% CI, 0.77-0.87). Conclusions and Relevance: Both rare and common genetic variants contribute substantially to HCM susceptibility in the general population and improve HCM risk prediction beyond that achieved with clinical factors.
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