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Wijdeveld LFJM, Ajufo E, Challa SP, Rämö JT, Wang X, Kany S, Halford JL, Weng LC, Choi SH, Aragam KG, van Tintelen JP, Brundel BJJM, Jurgens SJ, Ellinor PT. Cardiomyopathy-Associated Gene Variants in Atrial Fibrillation. JAMA Cardiol 2025:2832996. [PMID: 40305039 PMCID: PMC12044542 DOI: 10.1001/jamacardio.2025.0460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 02/11/2025] [Indexed: 05/02/2025]
Abstract
Importance Patients with atrial fibrillation (AF), a common morbid arrhythmia, are more likely to carry rare genetic variants associated with inherited cardiomyopathies. Prior studies on rare pathogenic variants in AF relied on small, hospital referral populations, and knowledge on clinical outcomes remains limited. Objective To evaluate the prevalence and prognostic implications of cardiomyopathy-associated pathogenic or likely pathogenic (CMP-PLP) genetic variants in patients with AF. Design, Setting, and Participants In 2 prospective cohort studies, the prevalence of CMP-PLP variants was assessed in the population of patients with AF and early-onset AF. The association between carrying a CMP-PLP variant and the risk of incident cardiomyopathy or heart failure (CMP/HF) after AF diagnosis was evaluated. Finally, the joint contributions of CMP-PLP variants, clinical risk, and polygenic risk were assessed. Included in this study were 2 large longitudinal cohort studies, the UK Biobank (UKB) (data 2006-2023) and the All of Us Research Program (AllofUs) (2018-2022). The UKB and AllofUs cohorts, respectively, contained 393 768 and 193 232 unrelated genotyped participants. Exposures CMP-PLP variants. Main Outcomes and Measures Prevalence of CMP-PLP variants and risk of incident CMP/HF after AF diagnosis. Results In the UKB cohort, 32 281 participants (8%) had AF (mean [SD] age, 62 [6] years; 20 459 male [63.4%]). In the AllofUs cohort, 11 901 participants (6%) had AF (mean [SD] age, 67 [12] years; 6576 male [55.3%]). Compared with the biobank populations, CMP-PLP variants were twice as prevalent in patients with AF (UKB, 2.04%; 95% CI, 1.89%-2.20%; AllofUs, 2.52%; 95% CI, 2.25%-2.82%) and 5 times as prevalent in AF with onset before age 45 years (UKB, 4.99%; 95% CI, 3.07%-7.91%; AllofUs, 4.66%; 3.40%-6.32%). Cumulative incidence of CMP/HF was high in patients with AF (18%) compared with patients without AF (3%). Still, among patients with AF without prior CMP/HF (UKB, 20 226; AllofUs, 8330), carrying a CMP-PLP variant was associated with 1.6-fold risk of incident CMP/HF (meta-analysis, 95% CI, 1.32-1.90). Finally, CMP-PLP variants, a polygenic score, and clinical risk factors were independent estimators of CMP/HF. Conclusions and Relevance Results of this cohort study suggest that the prevalence of CMP-PLP variants was substantial in patients with early-onset AF. Patients with AF carrying a CMP-PLP variant had an associated increased risk of future CMP/HF, independent of clinical and polygenic risk. These results indicate that genetic testing in patients with AF may identify individuals at higher risk for developing CMP/HF.
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Affiliation(s)
- Leonoor F. J. M. Wijdeveld
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Physiology, Amsterdam UMC, location Vrije Universiteit, Amsterdam Cardiovascular Sciences, Heart Failure and Arrhythmias, Amsterdam, the Netherlands
| | - Ezimamaka Ajufo
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Saketh P. Challa
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Joel T. Rämö
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Xin Wang
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Shinwan Kany
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Cardiology, University Heart and Vascular Center Hamburg-Eppendorf, Hamburg, Germany
- German Center for Cardiovascular Research, Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Jennifer L. Halford
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Medicine, Massachusetts General Hospital, Boston
| | - Lu-Chen Weng
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Seung Hoan Choi
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Biostatistics, Boston University, Boston, Massachusetts
| | - Krishna G. Aragam
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Bianca J. J. M. Brundel
- Department of Physiology, Amsterdam UMC, location Vrije Universiteit, Amsterdam Cardiovascular Sciences, Heart Failure and Arrhythmias, Amsterdam, the Netherlands
| | - Sean J. Jurgens
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Experimental Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Heart Failure and Arrhythmias, Amsterdam, the Netherlands
| | - Patrick T. Ellinor
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
- Heart and Vascular Institute, Mass General Brigham, Boston, Massachusetts
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2
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Kany S, Jurgens SJ, Rämö JT, Christophersen IE, Rienstra M, Chung MK, Olesen MS, Ackerman MJ, McNally EM, Semsarian C, Schnabel RB, Wilde AAM, Benjamin EJ, Rehm HL, Kirchhof P, Bezzina CR, Roden DM, Shoemaker MB, Ellinor PT. Genetic testing in early-onset atrial fibrillation. Eur Heart J 2024; 45:3111-3123. [PMID: 39028637 PMCID: PMC11379493 DOI: 10.1093/eurheartj/ehae298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 03/18/2024] [Accepted: 04/30/2024] [Indexed: 07/21/2024] Open
Abstract
Atrial fibrillation (AF) is a globally prevalent cardiac arrhythmia with significant genetic underpinnings, as highlighted by recent large-scale genetic studies. A prominent clinical and genetic overlap exists between AF, heritable ventricular cardiomyopathies, and arrhythmia syndromes, underlining the potential of AF as an early indicator of severe ventricular disease in younger individuals. Indeed, several recent studies have demonstrated meaningful yields of rare pathogenic variants among early-onset AF patients (∼4%-11%), most notably for cardiomyopathy genes in which rare variants are considered clinically actionable. Genetic testing thus presents a promising opportunity to identify monogenetic defects linked to AF and inherited cardiac conditions, such as cardiomyopathy, and may contribute to prognosis and management in early-onset AF patients. A first step towards recognizing this monogenic contribution was taken with the Class IIb recommendation for genetic testing in AF patients aged 45 years or younger by the 2023 American College of Cardiology/American Heart Association guidelines for AF. By identifying pathogenic genetic variants known to underlie inherited cardiomyopathies and arrhythmia syndromes, a personalized care pathway can be developed, encompassing more tailored screening, cascade testing, and potentially genotype-informed prognosis and preventive measures. However, this can only be ensured by frameworks that are developed and supported by all stakeholders. Ambiguity in test results such as variants of uncertain significance remain a major challenge and as many as ∼60% of people with early-onset AF might carry such variants. Patient education (including pretest counselling), training of genetic teams, selection of high-confidence genes, and careful reporting are strategies to mitigate this. Further challenges to implementation include financial barriers, insurability issues, workforce limitations, and the need for standardized definitions in a fast-moving field. Moreover, the prevailing genetic evidence largely rests on European descent populations, underscoring the need for diverse research cohorts and international collaboration. Embracing these challenges and the potential of genetic testing may improve AF care. However, further research-mechanistic, translational, and clinical-is urgently needed.
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Affiliation(s)
- Shinwan Kany
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, 415 Main St, 02412, Cambridge, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital,185 Cambridge St, 02114, Boston, MA, USA
- Department of Cardiology, University Heart and Vascular Center Hamburg-Eppendorf, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Sean J Jurgens
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, 415 Main St, 02412, Cambridge, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital,185 Cambridge St, 02114, Boston, MA, USA
- Amsterdam Cardiovascular Sciences, Heart Failure and Arrhythmias, Amsterdam, Netherlands
- Department of Experimental Cardiology, Heart Center, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
| | - Joel T Rämö
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, 415 Main St, 02412, Cambridge, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital,185 Cambridge St, 02114, Boston, MA, USA
- Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland
| | - Ingrid E Christophersen
- Department of Medical Research, Baerum Hospital, Vestre Viken Hospital Trust, Rud, Norway
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - Michiel Rienstra
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Mina K Chung
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Lerner Research Institute, Cleveland, OH, USA
- Department of Cardiovascular Medicine, Cleveland Clinic, Heart, Vascular & Thoracic Institute, Cleveland, OH, USA
| | - Morten S Olesen
- Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Michael J Ackerman
- Department of Molecular Pharmacology and Experimental Therapeutics, Windland Smight Rice Sudden Death Genomics Laboratory, Mayo Clinic, Rochester, MN, USA
- Division of Pediatric Cardiology, Mayo Clinic, Rochester, MN, USA
| | - Elizabeth M McNally
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Christopher Semsarian
- Agnes Ginges Centre for Molecular Cardiology, Centenary Institute, University of Sydney, Sydney, Australia
- Department of Cardiology, Royal Prince Alfred Hospital, Sydney, Australia
| | - Renate B Schnabel
- Department of Cardiology, University Heart and Vascular Center Hamburg-Eppendorf, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Arthur A M Wilde
- Amsterdam Cardiovascular Sciences, Heart Failure and Arrhythmias, Amsterdam, Netherlands
- Department of Experimental Cardiology, Heart Center, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
- Department of Cardiology, Heart Center, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, theNetherlands
- European Reference Network for RARE, Low Prevalence and Complex Diseases of the Heart: ERN GUARD-Heart
| | - Emelia J Benjamin
- Department of Medicine, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Heidi L Rehm
- Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, 25 Shattuck St, 02115, Boston, MA, USA
| | - Paulus Kirchhof
- Department of Cardiology, University Heart and Vascular Center Hamburg-Eppendorf, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Connie R Bezzina
- Amsterdam Cardiovascular Sciences, Heart Failure and Arrhythmias, Amsterdam, Netherlands
- Department of Experimental Cardiology, Heart Center, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
| | - Dan M Roden
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Pharmacology, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - M Benjamin Shoemaker
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Patrick T Ellinor
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, 415 Main St, 02412, Cambridge, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital,185 Cambridge St, 02114, Boston, MA, USA
- Harvard Medical School, 25 Shattuck St, 02115, Boston, MA, USA
- Cardiology Division, Massachusetts General Hospital, 55 Fruit St, 02114, Boston, MA, USA
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Qafoud F, Elshrif M, Kunji K, Althani A, Salam A, Al Suwaidi J, Asaad N, Darbar D, Saad M. Genetic Susceptibility to Arrhythmia Phenotypes in a Middle Eastern Cohort of 14,259 Whole-Genome Sequenced Individuals. J Clin Med 2024; 13:1102. [PMID: 38398418 PMCID: PMC10888535 DOI: 10.3390/jcm13041102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 01/30/2024] [Accepted: 02/06/2024] [Indexed: 02/25/2024] Open
Abstract
Background: The current study explores the genetic underpinnings of cardiac arrhythmia phenotypes within Middle Eastern populations, which are under-represented in genomic medicine research. Methods: Whole-genome sequencing data from 14,259 individuals from the Qatar Biobank were used and contained 47.8% of Arab ancestry, 18.4% of South Asian ancestry, and 4.6% of African ancestry. The frequency of rare functional variants within a set of 410 candidate genes for cardiac arrhythmias was assessed. Polygenic risk score (PRS) performance for atrial fibrillation (AF) prediction was evaluated. Results: This study identified 1196 rare functional variants, including 162 previously linked to arrhythmia phenotypes, with varying frequencies across Arab, South Asian, and African ancestries. Of these, 137 variants met the pathogenic or likely pathogenic (P/LP) criteria according to ACMG guidelines. Of these, 91 were in ACMG actionable genes and were present in 1030 individuals (~7%). Ten P/LP variants showed significant associations with atrial fibrillation p < 2.4 × 10-10. Five out of ten existing PRSs were significantly associated with AF (e.g., PGS000727, p = 0.03, OR = 1.43 [1.03, 1.97]). Conclusions: Our study is the largest to study the genetic predisposition to arrhythmia phenotypes in the Middle East using whole-genome sequence data. It underscores the importance of including diverse populations in genomic investigations to elucidate the genetic landscape of cardiac arrhythmias and mitigate health disparities in genomic medicine.
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Affiliation(s)
- Fatima Qafoud
- College of Health Sciences, Qatar University, Doha P.O. Box 2713, Qatar; (F.Q.); (A.A.)
| | - Mohamed Elshrif
- Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha P.O. Box 5825, Qatar; (M.E.); (K.K.)
| | - Khalid Kunji
- Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha P.O. Box 5825, Qatar; (M.E.); (K.K.)
| | - Asma Althani
- College of Health Sciences, Qatar University, Doha P.O. Box 2713, Qatar; (F.Q.); (A.A.)
| | - Amar Salam
- Department of Cardiology, Al-Khor Hospital, Hamad Medical Corporation, Doha P.O. Box 3050, Qatar;
| | - Jassim Al Suwaidi
- Heart Hospital, Hamad Medical Corporation, Doha P.O. Box 3050, Qatar; (J.A.S.); (N.A.)
| | - Nidal Asaad
- Heart Hospital, Hamad Medical Corporation, Doha P.O. Box 3050, Qatar; (J.A.S.); (N.A.)
| | - Dawood Darbar
- Division of Cardiology, Department of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA;
| | - Mohamad Saad
- Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha P.O. Box 5825, Qatar; (M.E.); (K.K.)
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Zöller B, Manderstedt E, Lind-Halldén C, Halldén C. Rare-variant collapsing and bioinformatic analyses for different types of cardiac arrhythmias in the UK Biobank reveal novel susceptibility loci and candidate amyloid-forming proteins. CARDIOVASCULAR DIGITAL HEALTH JOURNAL 2024; 5:15-18. [PMID: 38390584 PMCID: PMC10879009 DOI: 10.1016/j.cvdhj.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2024] Open
Abstract
Background Cardiac arrhythmias are a common health problem. Both common and rare genetic risk factors exist for cardiac arrhythmias. Cardiac amyloidosis is a rare disease that may manifest various arrhythmias. Few large-scale whole exome sequencing studies elucidating the contribution of rare variations to arrhythmias have been published. Objective To access gene collapsing analysis of rare variations for different types of cardiac arrhythmias in UK Biobank. Identified genes were analyzed in silico for probability to form amyloid fibrils. Methods We used 2 published UK Biobank portals (https://azphewas.com/ and https://app.genebass.org/) to access gene collapsing analysis of rare variations for different types of cardiac arrhythmias. Diagnosis of arrhythmia was based on the International Classification of Diseases, 10th Revision (ICD-10) codes: conduction disorders (I44, I45), paroxysmal tachycardia (I47), atrial fibrillation (I48), and other arrhythmias (I49). Results Rare variations in 5 genes were linked to conduction disorders (SCN5A, LMNA, SMAD6, HSPB9, TMEM95). The TTN gene was associated with both paroxysmal tachycardia and other arrhythmias. Atrial fibrillation was associated with rare variations in 8 genes (TTN, RPL3L, KLF1, TET2, NME3, KDM5B, PKP2, PMVK). Two of the genes linked to heart conduction disorders were potential amyloid-forming proteins (HSPB9, TMEM95), while none of the 8 genes linked to other types of arrhythmias were potential amyloid-forming proteins. Conclusion Rare variations in 13 genes were associated with arrhythmias in the UK Biobank. Two of the heart conduction disorder-linked genes are potential amyloid-forming candidates. Amyloid formation may be an underestimated cause of heart conduction disorders.
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Affiliation(s)
- Bengt Zöller
- Center for Primary Health Care Research, Department of Clinical Sciences, Lund University and Region Skåne, Malmö, Sweden
| | - Eric Manderstedt
- Center for Primary Health Care Research, Department of Clinical Sciences, Lund University and Region Skåne, Malmö, Sweden
| | | | - Christer Halldén
- Center for Primary Health Care Research, Department of Clinical Sciences, Lund University and Region Skåne, Malmö, Sweden
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