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Won T, Song EJ, Kalinoski HM, Moslehi JJ, Čiháková D. Autoimmune Myocarditis, Old Dogs and New Tricks. Circ Res 2024; 134:1767-1790. [PMID: 38843292 DOI: 10.1161/circresaha.124.323816] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 05/08/2024] [Indexed: 06/12/2024]
Abstract
Autoimmunity significantly contributes to the pathogenesis of myocarditis, underscored by its increased frequency in autoimmune diseases such as systemic lupus erythematosus and polymyositis. Even in cases of myocarditis caused by viral infections, dysregulated immune responses contribute to pathogenesis. However, whether triggered by existing autoimmune conditions or viral infections, the precise antigens and immunologic pathways driving myocarditis remain incompletely understood. The emergence of myocarditis associated with immune checkpoint inhibitor therapy, commonly used for treating cancer, has afforded an opportunity to understand autoimmune mechanisms in myocarditis, with autoreactive T cells specific for cardiac myosin playing a pivotal role. Despite their self-antigen recognition, cardiac myosin-specific T cells can be present in healthy individuals due to bypassing the thymic selection stage. In recent studies, novel modalities in suppressing the activity of pathogenic T cells including cardiac myosin-specific T cells have proven effective in treating autoimmune myocarditis. This review offers an overview of the current understanding of heart antigens, autoantibodies, and immune cells as the autoimmune mechanisms underlying various forms of myocarditis, along with the latest updates on clinical management and prospects for future research.
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Affiliation(s)
- Taejoon Won
- Department of Pathobiology, College of Veterinary Medicine, University of Illinois Urbana-Champaign (T.W.)
| | - Evelyn J Song
- Section of Cardio-Oncology and Immunology, Division of Cardiology and the Cardiovascular Research Institute, University of California San Francisco (E.J.S., J.J.M.)
| | - Hannah M Kalinoski
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD (H.M.K., D.Č)
| | - Javid J Moslehi
- Section of Cardio-Oncology and Immunology, Division of Cardiology and the Cardiovascular Research Institute, University of California San Francisco (E.J.S., J.J.M.)
| | - Daniela Čiháková
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD (H.M.K., D.Č)
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD (D.Č)
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2
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Mukhopadhyay S, Dixit P, Khanom N, Sanghera G, McGurk KA. The Genetic Factors Influencing Cardiomyopathies and Heart Failure across the Allele Frequency Spectrum. J Cardiovasc Transl Res 2024:10.1007/s12265-024-10520-y. [PMID: 38771459 DOI: 10.1007/s12265-024-10520-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 05/03/2024] [Indexed: 05/22/2024]
Abstract
Heart failure (HF) remains a major cause of mortality and morbidity worldwide. Understanding the genetic basis of HF allows for the development of disease-modifying therapies, more appropriate risk stratification, and personalised management of patients. The advent of next-generation sequencing has enabled genome-wide association studies; moving beyond rare variants identified in a Mendelian fashion and detecting common DNA variants associated with disease. We summarise the latest GWAS and rare variant data on mixed and refined HF aetiologies, and cardiomyopathies. We describe the recent understanding of the functional impact of titin variants and highlight FHOD3 as a novel cardiomyopathy-associated gene. We describe future directions of research in this field and how genetic data can be leveraged to improve the care of patients with HF.
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Affiliation(s)
- Srinjay Mukhopadhyay
- National Heart and Lung Institute, Imperial College London, LMS Building, Hammersmith Campus, London, UK
- School of Medicine, Cardiff University, Wales, UK
| | - Prithvi Dixit
- National Heart and Lung Institute, Imperial College London, LMS Building, Hammersmith Campus, London, UK
| | - Najiyah Khanom
- National Heart and Lung Institute, Imperial College London, LMS Building, Hammersmith Campus, London, UK
| | - Gianluca Sanghera
- National Heart and Lung Institute, Imperial College London, LMS Building, Hammersmith Campus, London, UK
| | - Kathryn A McGurk
- National Heart and Lung Institute, Imperial College London, LMS Building, Hammersmith Campus, London, UK.
- MRC Laboratory of Medical Sciences, Imperial College London, London, UK.
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3
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Mėlinytė-Ankudavičė K, Šukys M, Kasputytė G, Krikštolaitis R, Ereminienė E, Galnaitienė G, Mizarienė V, Šakalytė G, Krilavičius T, Jurkevičius R. Association of uncertain significance genetic variants with myocardial mechanics and morphometrics in patients with nonischemic dilated cardiomyopathy. BMC Cardiovasc Disord 2024; 24:224. [PMID: 38664609 PMCID: PMC11044472 DOI: 10.1186/s12872-024-03888-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 04/11/2024] [Indexed: 04/29/2024] Open
Abstract
BACKGROUND Careful interpretation of the relation between phenotype changes of the heart and gene variants detected in dilated cardiomyopathy (DCM) is important for patient care and monitoring. OBJECTIVE We sought to assess the association between cardiac-related genes and whole-heart myocardial mechanics or morphometrics in nonischemic dilated cardiomyopathy (NIDCM). METHODS It was a prospective study consisting of patients with NIDCM. All patients were referred for genetic testing and a genetic analysis was performed using Illumina NextSeq 550 and a commercial gene capture panel of 233 genes (Systems Genomics, Cardiac-GeneSGKit®). It was analyzed whether there are significant differences in clinical, two-dimensional (2D) echocardiographic, and magnetic resonance imaging (MRI) parameters between patients with the genes variants and those without. 2D echocardiography and MRI were used to analyze myocardial mechanics and morphometrics. RESULTS The study group consisted of 95 patients with NIDCM and the average age was 49.7 ± 10.5. All echocardiographic and MRI parameters of myocardial mechanics (left ventricular ejection fraction 28.4 ± 8.7 and 30.7 ± 11.2, respectively) were reduced and all values of cardiac chambers were increased (left ventricular end-diastolic diameter 64.5 ± 5.9 mm and 69.5 ± 10.7 mm, respectively) in this group. It was noticed that most cases of whole-heart myocardial mechanics and morphometrics differences between patients with and without gene variants were in the genes GATAD1, LOX, RASA1, KRAS, and KRIT1. These genes have not been previously linked to DCM. It has emerged that KRAS and KRIT1 genes were associated with worse whole-heart mechanics and enlargement of all heart chambers. GATAD1, LOX, and RASA1 genes variants showed an association with better cardiac function and morphometrics parameters. It might be that these variants alone do not influence disease development enough to be selective in human evolution. CONCLUSIONS Combined variants in previously unreported genes related to DCM might play a significant role in affecting clinical, morphometrics, or myocardial mechanics parameters.
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Affiliation(s)
- Karolina Mėlinytė-Ankudavičė
- Department of Cardiology, Medical Academy, Lithuanian University of Health Sciences, Kaunas, LT-44307, Lithuania.
- Institute of Cardiology, Lithuanian University of Health Sciences, Kaunas, LT-50162, Lithuania.
| | - Marius Šukys
- Department of Genetics and Molecular Medicine, Lithuanian University of Health Sciences, Kaunas, LT-50161, Lithuania
| | - Gabrielė Kasputytė
- Faculty of Informatics, Vytautas Magnus University, Kaunas, LT-44248, Lithuania
| | | | - Eglė Ereminienė
- Department of Cardiology, Medical Academy, Lithuanian University of Health Sciences, Kaunas, LT-44307, Lithuania
- Institute of Cardiology, Lithuanian University of Health Sciences, Kaunas, LT-50162, Lithuania
| | - Grytė Galnaitienė
- Department of Radiology, Medical Academy, Lithuanian University of Health Sciences, Kaunas, LT-44307, Lithuania
| | - Vaida Mizarienė
- Department of Cardiology, Medical Academy, Lithuanian University of Health Sciences, Kaunas, LT-44307, Lithuania
| | - Gintarė Šakalytė
- Department of Cardiology, Medical Academy, Lithuanian University of Health Sciences, Kaunas, LT-44307, Lithuania
- Institute of Cardiology, Lithuanian University of Health Sciences, Kaunas, LT-50162, Lithuania
| | - Tomas Krilavičius
- Faculty of Informatics, Vytautas Magnus University, Kaunas, LT-44248, Lithuania
| | - Renaldas Jurkevičius
- Department of Cardiology, Medical Academy, Lithuanian University of Health Sciences, Kaunas, LT-44307, Lithuania
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4
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Schulze-Bahr E. [Cardiogenetics in Germany- a view and review]. Herzschrittmacherther Elektrophysiol 2024; 35:127-137. [PMID: 38418599 PMCID: PMC10924006 DOI: 10.1007/s00399-024-01008-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/06/2024] [Indexed: 03/01/2024]
Abstract
The development of the cardiogenetics field in Germany has been increasing since the mid-1990s with many national contributions, some of them were really important and groundbreaking. The starting point was and still is the patient and his family, e.g. with a familial form of arrhythmia or cardiomyopathy, the clarification of the genetic cause and the personalized treatment of those being affected. The scientific, always translationally oriented interest in identifying a causative gene and uncovering the underlying pathomechanisms has led to notable contributions for Brugada syndrome, short QT syndrome and cardiac conduction disorders or sinus node dysfunction, but also in DCM or ARVC. What is important, however, is always the way back (bench > bed side): implementation of national and international recommendations for cardiogenetic diagnostics in daily cardiological routine and the personalized care and therapy of those being affected.
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Affiliation(s)
- E Schulze-Bahr
- Institut für Genetik von Herzerkrankungen (IfGH), Spezialambulanz für Patienten mit genetischen Herzerkrankungen, Universitätsklinikum Münster (UKM), Domagkstr. 3, 48145, Münster, Deutschland.
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5
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Shahjahan, Dey JK, Dey SK. Translational bioinformatics approach to combat cardiovascular disease and cancers. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2024; 139:221-261. [PMID: 38448136 DOI: 10.1016/bs.apcsb.2023.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/08/2024]
Abstract
Bioinformatics is an interconnected subject of science dealing with diverse fields including biology, chemistry, physics, statistics, mathematics, and computer science as the key fields to answer complicated physiological problems. Key intention of bioinformatics is to store, analyze, organize, and retrieve essential information about genome, proteome, transcriptome, metabolome, as well as organisms to investigate the biological system along with its dynamics, if any. The outcome of bioinformatics depends on the type, quantity, and quality of the raw data provided and the algorithm employed to analyze the same. Despite several approved medicines available, cardiovascular disorders (CVDs) and cancers comprises of the two leading causes of human deaths. Understanding the unknown facts of both these non-communicable disorders is inevitable to discover new pathways, find new drug targets, and eventually newer drugs to combat them successfully. Since, all these goals involve complex investigation and handling of various types of macro- and small- molecules of the human body, bioinformatics plays a key role in such processes. Results from such investigation has direct human application and thus we call this filed as translational bioinformatics. Current book chapter thus deals with diverse scope and applications of this translational bioinformatics to find cure, diagnosis, and understanding the mechanisms of CVDs and cancers. Developing complex yet small or long algorithms to address such problems is very common in translational bioinformatics. Structure-based drug discovery or AI-guided invention of novel antibodies that too with super-high accuracy, speed, and involvement of considerably low amount of investment are some of the astonishing features of the translational bioinformatics and its applications in the fields of CVDs and cancers.
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Affiliation(s)
- Shahjahan
- Laboratory for Structural Biology of Membrane Proteins, Dr. B.R. Ambedkar Center for Biomedical Research, University of Delhi, Delhi, India
| | - Joy Kumar Dey
- Central Council for Research in Homoeopathy, Ministry of Ayush, Govt. of India, New Delhi, Delhi, India
| | - Sanjay Kumar Dey
- Laboratory for Structural Biology of Membrane Proteins, Dr. B.R. Ambedkar Center for Biomedical Research, University of Delhi, Delhi, India.
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6
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Long H, Steimle JD, Grisanti Canozo FJ, Kim JH, Li X, Morikawa Y, Park M, Turaga D, Adachi I, Wythe JD, Samee MAH, Martin JF. Endothelial cells adopt a pro-reparative immune responsive signature during cardiac injury. Life Sci Alliance 2024; 7:e202201870. [PMID: 38012001 PMCID: PMC10681909 DOI: 10.26508/lsa.202201870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 11/11/2023] [Accepted: 11/14/2023] [Indexed: 11/29/2023] Open
Abstract
Modulation of the heart's immune microenvironment is crucial for recovery after ischemic events such as myocardial infarction (MI). Endothelial cells (ECs) can have immune regulatory functions; however, interactions between ECs and the immune environment in the heart after MI remain poorly understood. We identified an EC-specific IFN responsive and immune regulatory gene signature in adult and pediatric heart failure (HF) tissues. Single-cell transcriptomic analysis of murine hearts subjected to MI uncovered an EC population (IFN-ECs) with immunologic gene signatures similar to those in human HF. IFN-ECs were enriched in regenerative-stage mouse hearts and expressed genes encoding immune responsive transcription factors (Irf7, Batf2, and Stat1). Single-cell chromatin accessibility studies revealed an enrichment of these TF motifs at IFN-EC signature genes. Expression of immune regulatory ligand genes by IFN-ECs suggests bidirectional signaling between IFN-ECs and macrophages in regenerative-stage hearts. Our data suggest that ECs may adopt immune regulatory signatures after cardiac injury to accompany the reparative response. The presence of these signatures in human HF and murine MI models suggests a potential role for EC-mediated immune regulation in responding to stress induced by acute injury in MI and chronic adverse remodeling in HF.
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Affiliation(s)
- Hali Long
- https://ror.org/02pttbw34 Interdepartmental Program in Integrative Molecular and Biomedical Sciences, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | - Jeffrey D Steimle
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | | | - Jong Hwan Kim
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/00r4vsg44 Cardiomyocyte Renewal Laboratory, The Texas Heart Institute, Houston, TX, USA
| | - Xiao Li
- https://ror.org/00r4vsg44 Cardiomyocyte Renewal Laboratory, The Texas Heart Institute, Houston, TX, USA
| | - Yuka Morikawa
- https://ror.org/00r4vsg44 Cardiomyocyte Renewal Laboratory, The Texas Heart Institute, Houston, TX, USA
| | - Minjun Park
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | - Diwakar Turaga
- https://ror.org/02pttbw34 Section of Critical Care Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Iki Adachi
- https://ror.org/02pttbw34 Section of Cardiothoracic Surgery, Department of Surgery, Baylor College of Medicine, Houston, TX, USA
| | - Joshua D Wythe
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/02pttbw34 Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX, USA
| | - Md Abul Hassan Samee
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | - James F Martin
- https://ror.org/02pttbw34 Interdepartmental Program in Integrative Molecular and Biomedical Sciences, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/00r4vsg44 Cardiomyocyte Renewal Laboratory, The Texas Heart Institute, Houston, TX, USA
- https://ror.org/02pttbw34 Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/02pttbw34 Center for Organ Repair and Renewal, Baylor College of Medicine, Houston, TX, USA
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7
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Uccello G, Bonacchi G, Rossi VA, Montrasio G, Beltrami M. Myocarditis and Chronic Inflammatory Cardiomyopathy, from Acute Inflammation to Chronic Inflammatory Damage: An Update on Pathophysiology and Diagnosis. J Clin Med 2023; 13:150. [PMID: 38202158 PMCID: PMC10780032 DOI: 10.3390/jcm13010150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 12/18/2023] [Accepted: 12/20/2023] [Indexed: 01/12/2024] Open
Abstract
Acute myocarditis covers a wide spectrum of clinical presentations, from uncomplicated myocarditis to severe forms complicated by hemodynamic instability and ventricular arrhythmias; however, all these forms are characterized by acute myocardial inflammation. The term "chronic inflammatory cardiomyopathy" describes a persistent/chronic inflammatory condition with a clinical phenotype of dilated and/or hypokinetic cardiomyopathy associated with symptoms of heart failure and increased risk for arrhythmias. A continuum can be identified between these two conditions. The importance of early diagnosis has grown markedly in the contemporary era with various diagnostic tools available. While cardiac magnetic resonance (CMR) is valid for diagnosis and follow-up, endomyocardial biopsy (EMB) should be considered as a first-line diagnostic modality in all unexplained acute cardiomyopathies complicated by hemodynamic instability and ventricular arrhythmias, considering the local expertise. Genetic counseling should be recommended in those cases where a genotype-phenotype association is suspected, as this has significant implications for patients' and their family members' prognoses. Recognition of the pathophysiological pathway and clinical "red flags" and an early diagnosis may help us understand mechanisms of progression, tailor long-term preventive and therapeutic strategies for this complex disease, and ultimately improve clinical outcomes.
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Affiliation(s)
- Giuseppe Uccello
- Division of Cardiology, Alessandro Manzoni Hospital—ASST Lecco, 23900 Lecco, Italy;
| | - Giacomo Bonacchi
- Division of Cardiology, Tor Vergata University Hospital, 00133 Rome, Italy;
| | | | - Giulia Montrasio
- Inherited Cardiovascular Diseases Unit, Barts Heart Centre, St. Bartholomew’s Hospital, London EC1A 7BS, UK;
| | - Matteo Beltrami
- Cardiomyopathy Unit, Careggi University Hospital, 50134 Florence, Italy
- Arrhythmia and Electrophysiology Unit, Careggi University Hospital, 50134 Florence, Italy
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8
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Wong JW, Bock E, Kee WS, Anderson AJ, Kothari D, Tarca AJ. Myopericarditis following COVID-19 vaccination in adolescent triplets. Cardiol Young 2023; 33:2379-2383. [PMID: 37154289 DOI: 10.1017/s1047951123001105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Multiple studies have reported myocarditis and pericarditis after the Pfizer-BioNTech coronavirus disease 2019 messenger ribonucleic acid vaccine. We describe male adolescent triplets who presented with myopericarditis within one week following vaccine administration.
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Affiliation(s)
- Jessica W Wong
- Emergency Department, Perth Children's Hospital, Perth, Australia
| | - Erin Bock
- Emergency Department, Perth Children's Hospital, Perth, Australia
| | - Wooi Seng Kee
- Department of Cardiology, Children's Cardiac Centre, Perth Children's Hospital, Perth, Australia
| | - Aleisha J Anderson
- Department of Infectious Diseases, Perth Children's Hospital, Perth, Australia
| | - Darshan Kothari
- Department of Cardiology, Children's Cardiac Centre, Perth Children's Hospital, Perth, Australia
| | - Adrian J Tarca
- Department of Cardiology, Children's Cardiac Centre, Perth Children's Hospital, Perth, Australia
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9
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Liu D, Wang M, Murthy V, McNamara DM, Nguyen TTL, Philips TJ, Vyas H, Gao H, Sahni J, Starling RC, Cooper LT, Skime MK, Batzler A, Jenkins GD, Barlera S, Pileggi S, Mestroni L, Merlo M, Sinagra G, Pinet F, Krejčí J, Chaloupka A, Miller JD, de Groote P, Tschumperlin DJ, Weinshilboum RM, Pereira NL. Myocardial Recovery in Recent Onset Dilated Cardiomyopathy: Role of CDCP1 and Cardiac Fibrosis. Circ Res 2023; 133:810-825. [PMID: 37800334 PMCID: PMC10746262 DOI: 10.1161/circresaha.123.323200] [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: 06/25/2023] [Accepted: 09/22/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND Dilated cardiomyopathy (DCM) is a major cause of heart failure and carries a high mortality rate. Myocardial recovery in DCM-related heart failure patients is highly variable, with some patients having little or no response to standard drug therapy. A genome-wide association study may agnostically identify biomarkers and provide novel insight into the biology of myocardial recovery in DCM. METHODS A genome-wide association study for change in left ventricular ejection fraction was performed in 686 White subjects with recent-onset DCM who received standard pharmacotherapy. Genome-wide association study signals were subsequently functionally validated and studied in relevant cellular models to understand molecular mechanisms that may have contributed to the change in left ventricular ejection fraction. RESULTS The genome-wide association study identified a highly suggestive locus that mapped to the 5'-flanking region of the CDCP1 (CUB [complement C1r/C1s, Uegf, and Bmp1] domain containing protein 1) gene (rs6773435; P=7.12×10-7). The variant allele was associated with improved cardiac function and decreased CDCP1 transcription. CDCP1 expression was significantly upregulated in human cardiac fibroblasts (HCFs) in response to the PDGF (platelet-derived growth factor) signaling, and knockdown of CDCP1 significantly repressed HCF proliferation and decreased AKT (protein kinase B) phosphorylation. Transcriptomic profiling after CDCP1 knockdown in HCFs supported the conclusion that CDCP1 regulates HCF proliferation and mitosis. In addition, CDCP1 knockdown in HCFs resulted in significantly decreased expression of soluble ST2 (suppression of tumorigenicity-2), a prognostic biomarker for heart failure and inductor of cardiac fibrosis. CONCLUSIONS CDCP1 may play an important role in myocardial recovery in recent-onset DCM and mediates its effect primarily by attenuating cardiac fibrosis.
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Affiliation(s)
- Duan Liu
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Min Wang
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
| | - Vishakantha Murthy
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
- Department of Medicine. Mayo Clinic, Rochester, MN, USA
| | | | | | - Thanh Thanh L. Nguyen
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Trudy J. Philips
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Hridyanshu Vyas
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
| | - Huanyao Gao
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Jyotan Sahni
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
| | | | - Leslie T. Cooper
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, FL, USA
| | - Michelle K. Skime
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Anthony Batzler
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | | | - Simona Barlera
- Department of Cardiovascular Research, Istituto di Ricovero e Cura a Carattere Scientifico–Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy
| | - Silvana Pileggi
- Department of Cardiovascular Research, Istituto di Ricovero e Cura a Carattere Scientifico–Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy
| | - Luisa Mestroni
- Cardiovascular Institute, University of Colorado School of Medicine, Aurora, CO, USA
| | - Marco Merlo
- Cardiothoracovascular Department, Azienda Sanitaria Universitaria Giuliano Isontina (ASUGI), University of Trieste, Italy
| | - Gianfranco Sinagra
- Cardiothoracovascular Department, Azienda Sanitaria Universitaria Giuliano Isontina (ASUGI), University of Trieste, Italy
| | - Florence Pinet
- Univ. Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1167, Lille, France
| | - Jan Krejčí
- St. Anne’s University Hospital and Masaryk University, Brno, Czech Republic
| | - Anna Chaloupka
- St. Anne’s University Hospital and Masaryk University, Brno, Czech Republic
| | - Jordan D. Miller
- Department of Cardiovascular Surgery, Mayo Clinic, Rochester, MN, USA
| | - Pascal de Groote
- Univ. Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1167, Lille, France
- CHU Lille, Service de Cardiologie, Lille, France
| | | | - Richard M. Weinshilboum
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Naveen L. Pereira
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
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10
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Cannie DE, Protonotarios A, Bakalakos A, Syrris P, Lorenzini M, De Stavola B, Bjerregaard L, Dybro AM, Hey TM, Hansen FG, Navarro Peñalver M, Crespo-Leiro MG, Larrañaga-Moreira JM, de Frutos F, Johnson R, Slater TA, Monserrat L, Sengupta A, Mestroni L, Taylor MR, Sinagra G, Bilinska Z, Solla-Ruiz I, Arana Achaga X, Barriales-Villa R, Garcia-Pavia P, Gimeno JR, Dal Ferro M, Merlo M, Wahbi K, Fatkin D, Mogensen J, Rasmussen TB, Elliott PM. Risks of Ventricular Arrhythmia and Heart Failure in Carriers of RBM20 Variants. CIRCULATION. GENOMIC AND PRECISION MEDICINE 2023; 16:434-441. [PMID: 37593875 PMCID: PMC10581410 DOI: 10.1161/circgen.123.004059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 06/20/2023] [Indexed: 08/19/2023]
Abstract
BACKGROUND Variants in RBM20 are reported in 2% to 6% of familial cases of dilated cardiomyopathy and may be associated with fatal ventricular arrhythmia and rapid heart failure progression. We sought to determine the risk of adverse events in RBM20 variant carriers and the impact of sex on outcomes. METHODS Consecutive probands and relatives carrying RBM20 variants were retrospectively recruited from 12 cardiomyopathy units. The primary end point was a composite of malignant ventricular arrhythmia (MVA) and end-stage heart failure (ESHF). MVA and ESHF end points were also analyzed separately and men and women compared. Left ventricular ejection fraction (LVEF) contemporary to MVA was examined. RBM20 variant carriers with left ventricular systolic dysfunction (RBM20LVSD) were compared with variant-elusive patients with idiopathic left ventricular systolic dysfunction. RESULTS Longitudinal follow-up data were available for 143 RBM20 variant carriers (71 men; median age, 35.5 years); 7 of 143 had an MVA event at baseline. Thirty of 136 without baseline MVA (22.0%) reached the primary end point, and 16 of 136 (11.8%) had new MVA with no significant difference between men and women (log-rank P=0.07 and P=0.98, respectively). Twenty of 143 (14.0%) developed ESHF (17 men and 3 women; log-rank P<0.001). Four of 10 variant carriers with available LVEF contemporary to MVA had an LVEF >35%. At 5 years, 15 of 67 (22.4%) RBM20LVSD versus 7 of 197 (3.6%) patients with idiopathic left ventricular systolic dysfunction had reached the primary end point (log-rank P<0.001). RBM20 variant carriage conferred a 6.0-fold increase in risk of the primary end point. CONCLUSIONS RBM20 variants are associated with a high risk of MVA and ESHF compared with idiopathic left ventricular systolic dysfunction. The risk of MVA in male and female RBM20 variant carriers is similar, but male sex is strongly associated with ESHF.
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Affiliation(s)
- Douglas E. Cannie
- Institute of Cardiovascular Science, University College London, United Kingdom (D.E.C., A.P., A.B., P.S., M.L., P.M.E.)
- Department of Inherited Cardiovascular Diseases, Barts Heart Centre, St Bartholomew’s Hospital, London, United Kingdom (D.E.C., A.P., A.B., M.L., P.M.E.)
| | - Alexandros Protonotarios
- Institute of Cardiovascular Science, University College London, United Kingdom (D.E.C., A.P., A.B., P.S., M.L., P.M.E.)
- Department of Inherited Cardiovascular Diseases, Barts Heart Centre, St Bartholomew’s Hospital, London, United Kingdom (D.E.C., A.P., A.B., M.L., P.M.E.)
| | - Athanasios Bakalakos
- Institute of Cardiovascular Science, University College London, United Kingdom (D.E.C., A.P., A.B., P.S., M.L., P.M.E.)
- Department of Inherited Cardiovascular Diseases, Barts Heart Centre, St Bartholomew’s Hospital, London, United Kingdom (D.E.C., A.P., A.B., M.L., P.M.E.)
| | - Petros Syrris
- Institute of Cardiovascular Science, University College London, United Kingdom (D.E.C., A.P., A.B., P.S., M.L., P.M.E.)
| | - Massimiliano Lorenzini
- Institute of Cardiovascular Science, University College London, United Kingdom (D.E.C., A.P., A.B., P.S., M.L., P.M.E.)
- Department of Inherited Cardiovascular Diseases, Barts Heart Centre, St Bartholomew’s Hospital, London, United Kingdom (D.E.C., A.P., A.B., M.L., P.M.E.)
| | - Bianca De Stavola
- Population, Policy and Practice Research and Teaching Department, UCL Great Ormond Street Institute of Child Health, United Kingdom (B.D.S.)
| | - Louise Bjerregaard
- Department of Cardiology, Aarhus University Hospital, Denmark (L.B., A.M.D., T.B.R.)
| | - Anne M. Dybro
- Department of Cardiology, Aarhus University Hospital, Denmark (L.B., A.M.D., T.B.R.)
| | - Thomas M. Hey
- Department of Cardiology, Odense University Hospital, Denmark (T.M.H., F.G.H.)
| | | | - Marina Navarro Peñalver
- Inherited Cardiac Disease Unit, Hospital Universitario Virgen Arrixaca, Murcia, Spain (M.N.P., J.R.G.)
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV) (M.N.P.,F.d.F., R.B.-V., M.G.C.-L., J.M.L.-M., P.G.-P., J.R.G.)
- Unit for Screening Studies in Inherited Cardiovascular Diseases, Cardinal Stefan Wyszynski Institute of Cardiology, Warsaw, Poland (Z.B.)
| | - Maria G. Crespo-Leiro
- Unidad de Cardiopatías Familiares e Insuficiencia Cardíaca Avanzada, Complexo Hospitalario Universitario de A Coruña, Instituto de Investigación Biomédica de A Coruña, Servizo Galego de Saúde, Universidade da Coruña, Spain (R.B.-V., M.G.C.-L., J.M.L.-M.)
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV) (M.N.P.,F.d.F., R.B.-V., M.G.C.-L., J.M.L.-M., P.G.-P., J.R.G.)
| | - Jose M. Larrañaga-Moreira
- Unidad de Cardiopatías Familiares e Insuficiencia Cardíaca Avanzada, Complexo Hospitalario Universitario de A Coruña, Instituto de Investigación Biomédica de A Coruña, Servizo Galego de Saúde, Universidade da Coruña, Spain (R.B.-V., M.G.C.-L., J.M.L.-M.)
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV) (M.N.P.,F.d.F., R.B.-V., M.G.C.-L., J.M.L.-M., P.G.-P., J.R.G.)
| | - Fernando de Frutos
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart, Amsterdam, the Netherlands (M.N.P.,F.d.F., P.G.-P., J.R.G., M.D.F., M.M., G.S.)
- Heart Failure and Inherited Cardiac Diseases Unit, Department of Cardiology, Hospital Universitario Puerta de Hierro, Instituto Investigación Sanitaria Puerta de Hierro - Segovia de Arana (IDIPHISA), Madrid, Spain (F.d.F., P.G.-P.)
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV) (M.N.P.,F.d.F., R.B.-V., M.G.C.-L., J.M.L.-M., P.G.-P., J.R.G.)
| | - Renee Johnson
- Victor Chang Cardiac Research Institute, Darlinghurst (R.J., D.F.)
- School of Clinical Medicine, University of New South Wales (UNSW) Medicine and Health, UNSW Sydney, Kensington, Australia (R.J., D.F.)
| | - Thomas A. Slater
- Yorkshire Heart Centre, Leeds General Infirmary, United Kingdom (T.A.S., A.S.)
| | - Lorenzo Monserrat
- Medical Department, Dilemma Solutions, A Coruña, Spain (L. Monserrat)
| | - Anshuman Sengupta
- Yorkshire Heart Centre, Leeds General Infirmary, United Kingdom (T.A.S., A.S.)
| | - Luisa Mestroni
- Cardiovascular Institute and Adult Medical Genetics Program, University of Colorado Anschutz Medical Campus, Aurora (L. Mestroni, M.R.G.T.)
| | - Matthew R.G. Taylor
- Cardiovascular Institute and Adult Medical Genetics Program, University of Colorado Anschutz Medical Campus, Aurora (L. Mestroni, M.R.G.T.)
| | - Gianfranco Sinagra
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart, Amsterdam, the Netherlands (M.N.P.,F.d.F., P.G.-P., J.R.G., M.D.F., M.M., G.S.)
- Cardiothoracovascular Department, Azienda Sanitaria Universitaria Integrata Giuliano Isontina, University of Trieste, Italy (G.S., M.D.F., M.M.)
| | - Zofia Bilinska
- Unit for Screening Studies in Inherited Cardiovascular Diseases, Cardinal Stefan Wyszynski Institute of Cardiology, Warsaw, Poland (Z.B.)
| | - Itziar Solla-Ruiz
- Department of Cardiology, Hospital Universitario Donostia, Spain (I.S.-R., X.A.A.)
| | - Xabier Arana Achaga
- Department of Cardiology, Hospital Universitario Donostia, Spain (I.S.-R., X.A.A.)
| | - Roberto Barriales-Villa
- Unidad de Cardiopatías Familiares e Insuficiencia Cardíaca Avanzada, Complexo Hospitalario Universitario de A Coruña, Instituto de Investigación Biomédica de A Coruña, Servizo Galego de Saúde, Universidade da Coruña, Spain (R.B.-V., M.G.C.-L., J.M.L.-M.)
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV) (M.N.P.,F.d.F., R.B.-V., M.G.C.-L., J.M.L.-M., P.G.-P., J.R.G.)
| | - Pablo Garcia-Pavia
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart, Amsterdam, the Netherlands (M.N.P.,F.d.F., P.G.-P., J.R.G., M.D.F., M.M., G.S.)
- Heart Failure and Inherited Cardiac Diseases Unit, Department of Cardiology, Hospital Universitario Puerta de Hierro, Instituto Investigación Sanitaria Puerta de Hierro - Segovia de Arana (IDIPHISA), Madrid, Spain (F.d.F., P.G.-P.)
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV) (M.N.P.,F.d.F., R.B.-V., M.G.C.-L., J.M.L.-M., P.G.-P., J.R.G.)
| | - Juan R. Gimeno
- Inherited Cardiac Disease Unit, Hospital Universitario Virgen Arrixaca, Murcia, Spain (M.N.P., J.R.G.)
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart, Amsterdam, the Netherlands (M.N.P.,F.d.F., P.G.-P., J.R.G., M.D.F., M.M., G.S.)
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV) (M.N.P.,F.d.F., R.B.-V., M.G.C.-L., J.M.L.-M., P.G.-P., J.R.G.)
| | - Matteo Dal Ferro
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart, Amsterdam, the Netherlands (M.N.P.,F.d.F., P.G.-P., J.R.G., M.D.F., M.M., G.S.)
- Cardiothoracovascular Department, Azienda Sanitaria Universitaria Integrata Giuliano Isontina, University of Trieste, Italy (G.S., M.D.F., M.M.)
| | - Marco Merlo
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart, Amsterdam, the Netherlands (M.N.P.,F.d.F., P.G.-P., J.R.G., M.D.F., M.M., G.S.)
- Cardiothoracovascular Department, Azienda Sanitaria Universitaria Integrata Giuliano Isontina, University of Trieste, Italy (G.S., M.D.F., M.M.)
| | - Karim Wahbi
- Assistance Publique–Hôpitaux de Paris, Cochin Hospital, Cardiology Department, Université de Paris, Institut Imagine, France (K.W.)
| | - Diane Fatkin
- Victor Chang Cardiac Research Institute, Darlinghurst (R.J., D.F.)
- School of Clinical Medicine, University of New South Wales (UNSW) Medicine and Health, UNSW Sydney, Kensington, Australia (R.J., D.F.)
- Cardiology Department, St Vincent’s Hospital, Sydney, Australia (D.F.)
| | - Jens Mogensen
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark (J.M.)
| | - Torsten B. Rasmussen
- Department of Cardiology, Aarhus University Hospital, Denmark (L.B., A.M.D., T.B.R.)
| | - Perry M. Elliott
- Institute of Cardiovascular Science, University College London, United Kingdom (D.E.C., A.P., A.B., P.S., M.L., P.M.E.)
- Department of Inherited Cardiovascular Diseases, Barts Heart Centre, St Bartholomew’s Hospital, London, United Kingdom (D.E.C., A.P., A.B., M.L., P.M.E.)
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11
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Wong J, Peters S, Marwick TH. Phenotyping heart failure by genetics and associated conditions. Eur Heart J Cardiovasc Imaging 2023; 24:1293-1301. [PMID: 37279791 DOI: 10.1093/ehjci/jead125] [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: 05/12/2023] [Accepted: 05/26/2023] [Indexed: 06/08/2023] Open
Abstract
Heart failure is a highly heterogeneous disease, and genetic testing may allow phenotypic distinctions that are incremental to those obtainable from imaging. Advances in genetic testing have allowed for the identification of deleterious variants in patients with specific heart failure phenotypes (dilated cardiomyopathy, arrhythmogenic right ventricular cardiomyopathy, and hypertrophic cardiomyopathy), and many of these have specific treatment implications. The diagnostic yield of genetic testing in heart failure is modest, and many rare variants are associated with incomplete penetrance and variable expressivity. Environmental factors and co-morbidities have a large role in the heterogeneity of the heart failure phenotype. Future endeavours should concentrate on the cumulative impact of genetic polymorphisms in the development of heart failure.
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Affiliation(s)
- Joshua Wong
- Baker Heart and Diabetes Institute and Department of Cardiometabolic Health, University of Melbourne, PO Box 6492, Melbourne, VIC 3004, Australia
| | - Stacey Peters
- Baker Heart and Diabetes Institute and Department of Cardiometabolic Health, University of Melbourne, PO Box 6492, Melbourne, VIC 3004, Australia
| | - Thomas H Marwick
- Baker Heart and Diabetes Institute and Department of Cardiometabolic Health, University of Melbourne, PO Box 6492, Melbourne, VIC 3004, Australia
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12
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Baumeier C, Harms D, Aleshcheva G, Gross U, Escher F, Schultheiss HP. Advancing Precision Medicine in Myocarditis: Current Status and Future Perspectives in Endomyocardial Biopsy-Based Diagnostics and Therapeutic Approaches. J Clin Med 2023; 12:5050. [PMID: 37568452 PMCID: PMC10419903 DOI: 10.3390/jcm12155050] [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: 06/28/2023] [Revised: 07/24/2023] [Accepted: 07/26/2023] [Indexed: 08/13/2023] Open
Abstract
The diagnosis and specific and causal treatment of myocarditis and inflammatory cardiomyopathy remain a major clinical challenge. Despite the rapid development of new imaging techniques, endomyocardial biopsies remain the gold standard for accurate diagnosis of inflammatory myocardial disease. With the introduction and continued development of immunohistochemical inflammation diagnostics in combination with viral nucleic acid testing, myocarditis diagnostics have improved significantly since their introduction. Together with new technologies such as miRNA and gene expression profiling, quantification of specific immune cell markers, and determination of viral activity, diagnostic accuracy and patient prognosis will continue to improve in the future. In this review, we summarize the current knowledge on the pathogenesis and diagnosis of myocarditis and inflammatory cardiomyopathies and highlight future perspectives for more in-depth and specialized biopsy diagnostics and precision, personalized medicine approaches.
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Affiliation(s)
- Christian Baumeier
- Institute of Cardiac Diagnostics and Therapy, IKDT GmbH, 12203 Berlin, Germany; (D.H.); (G.A.); (U.G.); (H.-P.S.)
| | - Dominik Harms
- Institute of Cardiac Diagnostics and Therapy, IKDT GmbH, 12203 Berlin, Germany; (D.H.); (G.A.); (U.G.); (H.-P.S.)
- Department of Infectious Diseases, Robert Koch Institute, 13353 Berlin, Germany
| | - Ganna Aleshcheva
- Institute of Cardiac Diagnostics and Therapy, IKDT GmbH, 12203 Berlin, Germany; (D.H.); (G.A.); (U.G.); (H.-P.S.)
| | - Ulrich Gross
- Institute of Cardiac Diagnostics and Therapy, IKDT GmbH, 12203 Berlin, Germany; (D.H.); (G.A.); (U.G.); (H.-P.S.)
| | - Felicitas Escher
- Department of Cardiology, Angiology and Intensive Care Medicine, Deutsches Herzzentrum der Charité, Campus Virchow Klinikum, 13353 Berlin, Germany;
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, 10785 Berlin, Germany
| | - Heinz-Peter Schultheiss
- Institute of Cardiac Diagnostics and Therapy, IKDT GmbH, 12203 Berlin, Germany; (D.H.); (G.A.); (U.G.); (H.-P.S.)
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13
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Htet M, Lei S, Bajpayi S, Zoitou A, Chamakioti M, Tampakakis E. The role of noncoding genetic variants in cardiomyopathy. Front Cardiovasc Med 2023; 10:1116925. [PMID: 37283586 PMCID: PMC10239966 DOI: 10.3389/fcvm.2023.1116925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 05/04/2023] [Indexed: 06/08/2023] Open
Abstract
Cardiomyopathies remain one of the leading causes of morbidity and mortality worldwide. Environmental risk factors and genetic predisposition account for most cardiomyopathy cases. As with all complex diseases, there are significant challenges in the interpretation of the molecular mechanisms underlying cardiomyopathy-associated genetic variants. Given the technical improvements and reduced costs of DNA sequence technologies, an increasing number of patients are now undergoing genetic testing, resulting in a continuously expanding list of novel mutations. However, many patients carry noncoding genetic variants, and although emerging evidence supports their contribution to cardiac disease, their role in cardiomyopathies remains largely understudied. In this review, we summarize published studies reporting on the association of different types of noncoding variants with various types of cardiomyopathies. We focus on variants within transcriptional enhancers, promoters, intronic sites, and untranslated regions that are likely associated with cardiac disease. Given the broad nature of this topic, we provide an overview of studies that are relatively recent and have sufficient evidence to support a significant degree of causality. We believe that more research with additional validation of noncoding genetic variants will provide further mechanistic insights on the development of cardiac disease, and noncoding variants will be increasingly incorporated in future genetic screening tests.
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Affiliation(s)
- Myo Htet
- Department of Medicine, Division of Cardiology, Johns Hopkins University, Baltimore, MD, United States
| | - Shunyao Lei
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States
| | - Sheetal Bajpayi
- Department of Medicine, Division of Cardiology, Johns Hopkins University, Baltimore, MD, United States
| | - Asimina Zoitou
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States
| | | | - Emmanouil Tampakakis
- Department of Medicine, Division of Cardiology, Johns Hopkins University, Baltimore, MD, United States
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States
- Department of Genetic Medicine, Johns Hopkins University, Baltimore, MD, United States
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14
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Wu Z, Lohmöller J, Kuhl C, Wehrle K, Jankowski J. Use of Computation Ecosystems to Analyze the Kidney-Heart Crosstalk. Circ Res 2023; 132:1084-1100. [PMID: 37053282 DOI: 10.1161/circresaha.123.321765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/15/2023]
Abstract
The identification of mediators for physiologic processes, correlation of molecular processes, or even pathophysiological processes within a single organ such as the kidney or heart has been extensively studied to answer specific research questions using organ-centered approaches in the past 50 years. However, it has become evident that these approaches do not adequately complement each other and display a distorted single-disease progression, lacking holistic multilevel/multidimensional correlations. Holistic approaches have become increasingly significant in understanding and uncovering high dimensional interactions and molecular overlaps between different organ systems in the pathophysiology of multimorbid and systemic diseases like cardiorenal syndrome because of pathological heart-kidney crosstalk. Holistic approaches to unraveling multimorbid diseases are based on the integration, merging, and correlation of extensive, heterogeneous, and multidimensional data from different data sources, both -omics and nonomics databases. These approaches aimed at generating viable and translatable disease models using mathematical, statistical, and computational tools, thereby creating first computational ecosystems. As part of these computational ecosystems, systems medicine solutions focus on the analysis of -omics data in single-organ diseases. However, the data-scientific requirements to address the complexity of multimodality and multimorbidity reach far beyond what is currently available and require multiphased and cross-sectional approaches. These approaches break down complexity into small and comprehensible challenges. Such holistic computational ecosystems encompass data, methods, processes, and interdisciplinary knowledge to manage the complexity of multiorgan crosstalk. Therefore, this review summarizes the current knowledge of kidney-heart crosstalk, along with methods and opportunities that arise from the novel application of computational ecosystems providing a holistic analysis on the example of kidney-heart crosstalk.
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Affiliation(s)
- Zhuojun Wu
- Institute of Molecular Cardiovascular Research (Z.W., J.J.), Rheinisch-Westfälische Technische Hochschule Aachen University, Germany
- Department of Radiology (C.K.), Rheinisch-Westfälische Technische Hochschule Aachen University, Germany
| | - Johannes Lohmöller
- Medical Faculty, and Department of Computer Science, Communication and Distributed Systems (COMSYS) (J.L., K.W.), Rheinisch-Westfälische Technische Hochschule Aachen University, Germany
| | - Christiane Kuhl
- Department of Radiology (C.K.), Rheinisch-Westfälische Technische Hochschule Aachen University, Germany
| | - Klaus Wehrle
- Institute of Molecular Cardiovascular Research (Z.W., J.J.), Rheinisch-Westfälische Technische Hochschule Aachen University, Germany
- Medical Faculty, and Department of Computer Science, Communication and Distributed Systems (COMSYS) (J.L., K.W.), Rheinisch-Westfälische Technische Hochschule Aachen University, Germany
| | - Joachim Jankowski
- Institute of Molecular Cardiovascular Research (Z.W., J.J.), Rheinisch-Westfälische Technische Hochschule Aachen University, Germany
- Department of Pathology, Cardiovascular Research Institute Maastricht (CARIM), University of Maastricht, The Netherlands (J.J.)
- Aachen-Maastricht Institute for Cardiorenal Disease (AMICARE), University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Germany (J.J.)
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15
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Lau C, Gul U, Liu B, Captur G, Hothi SS. Cardiovascular Magnetic Resonance Imaging in Familial Dilated Cardiomyopathy. Medicina (B Aires) 2023; 59:medicina59030439. [PMID: 36984439 PMCID: PMC10057087 DOI: 10.3390/medicina59030439] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 02/02/2023] [Accepted: 02/07/2023] [Indexed: 02/25/2023] Open
Abstract
Dilated cardiomyopathy (DCM) is a common cause of non-ischaemic heart failure, conferring high morbidity and mortality, including sudden cardiac death due to systolic dysfunction or arrhythmic sudden death. Within the DCM cohort exists a group of patients with familial disease. In this article we review the pathophysiology and cardiac imaging findings of familial DCM, with specific attention to known disease subtypes. The role of advanced cardiac imaging cardiovascular magnetic resonance is still accumulating, and there remains much to be elucidated. We discuss its potential clinical roles as currently known, with respect to diagnostic utility and risk stratification. Advances in such risk stratification may help target pharmacological and device therapies to those at highest risk.
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Affiliation(s)
- Clement Lau
- New Cross Hospital, Royal Wolverhampton NHS Trust, Wolverhampton WV10 0QP, UK
| | - Uzma Gul
- New Cross Hospital, Royal Wolverhampton NHS Trust, Wolverhampton WV10 0QP, UK
| | - Boyang Liu
- Institute of Cardiovascular Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Gabriella Captur
- MRC Unit for Lifelong Health and Ageing at UCL, University College London, London WC1E 6BT, UK
- Institute of Cardiovascular Science, University College London, London WC1E 6BT, UK
- Centre for Inherited Heart Muscle Conditions, Cardiology Department, The Royal Free Hospital, London NW3 2QG, UK
| | - Sandeep S. Hothi
- New Cross Hospital, Royal Wolverhampton NHS Trust, Wolverhampton WV10 0QP, UK
- Institute of Cardiovascular Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK
- Correspondence:
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16
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Pillinger T, Osimo EF, de Marvao A, Shah M, Francis C, Huang J, D'Ambrosio E, Firth J, Nour MM, McCutcheon RA, Pardiñas AF, Matthews PM, O'Regan DP, Howes OD. Effect of polygenic risk for schizophrenia on cardiac structure and function: a UK Biobank observational study. Lancet Psychiatry 2023; 10:98-107. [PMID: 36632818 DOI: 10.1016/s2215-0366(22)00403-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 11/03/2022] [Accepted: 11/18/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Cardiovascular disease is a major cause of excess mortality in people with schizophrenia. Several factors are responsible, including lifestyle and metabolic effects of antipsychotics. However, variations in cardiac structure and function are seen in people with schizophrenia in the absence of cardiovascular disease risk factors and after accounting for lifestyle and medication. Therefore, we aimed to explore whether shared genetic causes contribute to these cardiac variations. METHODS For this observational study, we used data from the UK Biobank and included White British or Irish individuals without diagnosed schizophrenia with variable polygenic risk scores for the condition. To test the association between polygenic risk score for schizophrenia and cardiac phenotype, we used principal component analysis and regression. Robust regression was then used to explore the association between the polygenic risk score for schizophrenia and individual cardiac phenotypes. We repeated analyses with fibro-inflammatory pathway-specific polygenic risk scores for schizophrenia. Last, we investigated genome-wide sharing of common variants between schizophrenia and cardiac phenotypes using linkage disequilibrium score regression. The primary outcome was principal component regression. FINDINGS Of 33 353 individuals recruited, 32 279 participants had complete cardiac MRI data and were included in the analysis, of whom 16 625 (51·5%) were female and 15 654 (48·5%) were male. 1074 participants were excluded on the basis of incomplete cardiac MRI data (for all phenotypes). A model regressing polygenic risk scores for schizophrenia onto the first five cardiac principal components of the principal components analysis was significant (F=5·09; p=0·00012). Principal component 1 captured a pattern of increased cardiac volumes, increased absolute peak diastolic strain rates, and reduced ejection fractions; polygenic risk scores for schizophrenia and principal component 1 were negatively associated (β=-0·01 [SE 0·003]; p=0·017). Similar to the principal component analysis results, for individual cardiac phenotypes, we observed negative associations between polygenic risk scores for schizophrenia and indexed right ventricular end-systolic volume (β=-0·14 [0·04]; p=0·0013, pFDR=0·015), indexed right ventricular end-diastolic volume (β=-0·17 [0·08]); p=0·025; pFDR=0·082), and absolute longitudinal peak diastolic strain rates (β=-0·01 [0·003]; p=0·0024, pFDR=0·015), and a positive association between polygenic risk scores for schizophrenia and right ventricular ejection fraction (β=0·09 [0·03]; p=0·0041, pFDR=0·015). Models examining the transforming growth factor-β (TGF-β)-specific and acute inflammation-specific polygenic risk scores for schizophrenia found significant associations with the first five principal components (F=2·62, p=0·022; F=2·54, p=0·026). Using linkage disequilibrium score regression, we observed genetic overlap with schizophrenia for right ventricular end-systolic volume and right ventricular ejection fraction (p=0·0090, p=0·0077). INTERPRETATION High polygenic risk scores for schizophrenia are associated with decreased cardiac volumes, increased ejection fractions, and decreased absolute peak diastolic strain rates. TGF-β and inflammatory pathways might be implicated, and there is evidence of genetic overlap for some cardiac phenotypes. Reduced absolute peak diastolic strain rates indicate increased myocardial stiffness and diastolic dysfunction, which increases risk of cardiac disease. Thus, genetic risk for schizophrenia is associated with cardiac structural changes that can worsen cardiac outcomes. Further work is required to determine whether these associations are specific to schizophrenia or are also seen in other psychiatric conditions. FUNDING National Institute for Health Research, Maudsley Charity, Wellcome Trust, Medical Research Council, Academy of Medical Sciences, Edmond J Safra Foundation, British Heart Foundation.
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Affiliation(s)
- Toby Pillinger
- Institute of Psychiatry, Psychology and Neuroscience, Department of Psychosis Studies, King's College London, London, UK; Psychiatric Imaging Group, Imperial College London, London, UK.
| | - Emanuele F Osimo
- Department of Psychiatry, University of Cambridge, Cambridge, UK; Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK; Psychiatric Imaging Group, Imperial College London, London, UK
| | - Antonio de Marvao
- British Heart Foundation Centre of Research Excellence, School of Cardiovascular Medicine and Sciences, King's College London, London, UK; Department of Women and Children's Health, King's College London, London, UK
| | - Mit Shah
- Computational Cardiac Imaging Group, Imperial College London, London, UK
| | - Catherine Francis
- MRC London Institute of Medical Sciences, Department of Cardiovascular Genetics and Genomics, National Heart and Lung Institute, Imperial College London, London, UK; Royal Brompton Hospital, Royal Brompton and Harefield NHS Foundation Trust, Uxbridge, UK
| | - Jian Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, UK; Singapore Institute for Clinical Sciences (SICS), the Agency for Science, Technology and Research (A*STAR), Singapore
| | - Enrico D'Ambrosio
- Institute of Psychiatry, Psychology and Neuroscience, Department of Psychosis Studies, King's College London, London, UK; Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari 'Aldo Moro', Italy
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, and Greater Manchester Mental Health NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Matthew M Nour
- Institute of Psychiatry, Psychology and Neuroscience, Department of Psychosis Studies, King's College London, London, UK; Max Planck University College London Centre for Computational Psychiatry and Ageing Research, and Wellcome Trust Centre for Human Neuroimaging, University College London, London, UK; Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK
| | - Robert A McCutcheon
- Institute of Psychiatry, Psychology and Neuroscience, Department of Psychosis Studies, King's College London, London, UK; Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK
| | - Antonio F Pardiñas
- MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Paul M Matthews
- Department of Brain Sciences and UK Dementia Research Institute Centre, Imperial College London, London, UK
| | - Declan P O'Regan
- Computational Cardiac Imaging Group, Imperial College London, London, UK
| | - Oliver D Howes
- Department of Psychological Medicine, King's College London, London, UK; Psychiatric Imaging Group, Imperial College London, London, UK; H Lundbeck A/S, St Albans, UK
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17
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Ma N, Sun Y, Kong Y, Jin Y, Yu F, Liu L, Yang L, Liu W, Gao X, Liu D, Zhang X, Li L. Comprehensive investigating of mismatch repair genes (MMR) polymorphisms in participants with chronic hepatitis B virus infection. Front Genet 2023; 14:1077297. [PMID: 36816025 PMCID: PMC9928949 DOI: 10.3389/fgene.2023.1077297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 01/13/2023] [Indexed: 02/04/2023] Open
Abstract
Background and aim: In this study, we focused on the relationship between single nucleotide polymorphisms in MMR genes and the occurrence and development of HBV infection. Materials and methods: A total of 3,128 participants were divided into five groups: negative control group (NeC), spontaneous clearance group (SC), chronic hepatitis B group (CHB), liver cirrhosis group (LC) and hepatocellular carcinoma group (HCC), CHB, liver cirrhosis and hepatocellular carcinoma constitute HLD. We conducted three case-control studies: NeC (840 cases) vs. HLD (1792 cases), SC (486 cases) vs. HLD (1792 cases) and CHB + LC (1,371 cases) vs. HCC (421 cases). 11 polymorphic loci in MLH1, MLH3, MSH5, PMS1 and PMS2 were involved in genotyping by Sequenom MassArray. The SNPStats performed Hardy-Weinberg equilibrium test. Linkage disequilibrium patterns were visualized using Haploview4.2. The GMDR (v0.9) was conducted to generalized multifactor dimension reduction analysis. The correlation, multiplicative interaction and additive interaction analyses were calculated by Logistic Regression through SPSS21.0. Matrix and programmed excel were also involved in the calculation of additive interaction. Results: In NeC vs. HLD group, MSH5-rs1150793(G) was a risk base to HBV susceptibility (nominal p = 0.002, OR = 1.346). We found multiplicative interaction between MLH1-rs1540354 (AA + AT) and PMS1-rs1233255 (AA) (nominal p = 0.024, OR = 1.240). There was additive interaction between PMS1-rs1233255 (AA) and PMS1-rs256554(CA + CC). In SC vs. HLD group, MLH1-rs1540354 (TT) was a risk genotype (nominal p < 0.05, OR>1). Through haplotype analysis, we found the linkage disequilibrium of three loci in MLH1. The results of GMDR showed the optimal five-locus model about the spontaneous clearance of HBV. In CHB + LC vs. HCC group, PMS2-rs12112229(A) was related to the cancerization of liver. Conclusion: We found rs1150793(G), rs1540354(T) and rs12112229(A) were significantly related to HBV susceptibility, spontaneous clearance of HBV and cancerization after infection, respectively.
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Affiliation(s)
- Ning Ma
- Department of Social Medicine and HealthCare Management, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China
| | - Yucheng Sun
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China
| | - Yanan Kong
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China
| | - Yiyao Jin
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China
| | - Fengxue Yu
- Division of gastroenterology, The Second Hospital of Hebei Medical University, The Hebei Key Laboratory of Gastroenterology, Shijiazhuang, China
| | - Lianfeng Liu
- Department of Pediatrics, Shijiazhuang Maternal and Child Health Hospital, Shijiazhuang, China
| | - Lei Yang
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China
| | - Wenxuan Liu
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China
| | - Xia Gao
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China
| | - Dianwu Liu
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China
| | - Xiaolin Zhang
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China,*Correspondence: Xiaolin Zhang, ; Lu Li,
| | - Lu Li
- Department of Social Medicine and HealthCare Management, School of Public Health, Hebei Medical University, Hebei Key Laboratory of Environment and Human Health, Shijiazhuang, China,*Correspondence: Xiaolin Zhang, ; Lu Li,
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18
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Joseph J, Liu C, Hui Q, Aragam K, Wang Z, Charest B, Huffman JE, Keaton JM, Edwards TL, Demissie S, Djousse L, Casas JP, Gaziano JM, Cho K, Wilson PWF, Phillips LS, O’Donnell CJ, Sun YV. Genetic architecture of heart failure with preserved versus reduced ejection fraction. Nat Commun 2022; 13:7753. [PMID: 36517512 PMCID: PMC9751124 DOI: 10.1038/s41467-022-35323-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 11/28/2022] [Indexed: 12/15/2022] Open
Abstract
Pharmacologic clinical trials for heart failure with preserved ejection fraction have been largely unsuccessful as compared to those for heart failure with reduced ejection fraction. Whether differences in the genetic underpinnings of these major heart failure subtypes may provide insights into the disparate outcomes of clinical trials remains unknown. We utilize a large, uniformly phenotyped, single cohort of heart failure sub-classified into heart failure with reduced and with preserved ejection fractions based on current clinical definitions, to conduct detailed genetic analyses of the two heart failure sub-types. We find different genetic architectures and distinct genetic association profiles between heart failure with reduced and with preserved ejection fraction suggesting differences in underlying pathobiology. The modest genetic discovery for heart failure with preserved ejection fraction (one locus) compared to heart failure with reduced ejection fraction (13 loci) despite comparable sample sizes indicates that clinically defined heart failure with preserved ejection fraction likely represents the amalgamation of several, distinct pathobiological entities. Development of consensus sub-phenotyping of heart failure with preserved ejection fraction is paramount to better dissect the underlying genetic signals and contributors to this highly prevalent condition.
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Affiliation(s)
- Jacob Joseph
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA ,Cardiology Section (111A), VA Providence Healthcare System, 830 Chalkstone Avenue, Providence, RI 02908 USA
| | - Chang Liu
- grid.189967.80000 0001 0941 6502Emory University Rollins School of Public Health, Atlanta, GA USA
| | - Qin Hui
- grid.189967.80000 0001 0941 6502Emory University Rollins School of Public Health, Atlanta, GA USA ,grid.484294.7Atlanta VA Health Care System, Decatur, GA USA
| | - Krishna Aragam
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.32224.350000 0004 0386 9924Massachusetts General Hospital, Boston, MA USA ,grid.66859.340000 0004 0546 1623Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Zeyuan Wang
- grid.189967.80000 0001 0941 6502Emory University Rollins School of Public Health, Atlanta, GA USA ,grid.484294.7Atlanta VA Health Care System, Decatur, GA USA
| | - Brian Charest
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA
| | - Jennifer E. Huffman
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA
| | - Jacob M. Keaton
- grid.94365.3d0000 0001 2297 5165Center for Precision Health Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD USA ,grid.412807.80000 0004 1936 9916Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN USA
| | - Todd L. Edwards
- grid.412807.80000 0004 1936 9916Division of Epidemiology, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN USA
| | - Serkalem Demissie
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.189504.10000 0004 1936 7558Boston University School of Medicine, Boston, MA USA
| | - Luc Djousse
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Juan P. Casas
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - J. Michael Gaziano
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Kelly Cho
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Peter W. F. Wilson
- grid.484294.7Atlanta VA Health Care System, Decatur, GA USA ,grid.189967.80000 0001 0941 6502Emory University School of Medicine, Atlanta, GA USA
| | - Lawrence S. Phillips
- grid.484294.7Atlanta VA Health Care System, Decatur, GA USA ,grid.189967.80000 0001 0941 6502Emory University School of Medicine, Atlanta, GA USA
| | | | - Christopher J. O’Donnell
- grid.410370.10000 0004 4657 1992Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Yan V. Sun
- grid.189967.80000 0001 0941 6502Emory University Rollins School of Public Health, Atlanta, GA USA ,grid.484294.7Atlanta VA Health Care System, Decatur, GA USA
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19
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Won T, Kalinoski HM, Wood MK, Hughes DM, Jaime CM, Delgado P, Talor MV, Lasrado N, Reddy J, Čiháková D. Cardiac myosin-specific autoimmune T cells contribute to immune-checkpoint-inhibitor-associated myocarditis. Cell Rep 2022; 41:111611. [PMID: 36351411 PMCID: PMC11108585 DOI: 10.1016/j.celrep.2022.111611] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 08/15/2022] [Accepted: 10/14/2022] [Indexed: 11/09/2022] Open
Abstract
Immune checkpoint inhibitors (ICIs) are an effective therapy for various cancers; however, they can induce immune-related adverse events (irAEs) as a side effect. Myocarditis is an uncommon, but fatal, irAE caused after ICI treatments. Currently, the mechanism of ICI-associated myocarditis is unclear. Here, we show the development of myocarditis in A/J mice induced by anti-PD-1 monoclonal antibody (mAb) administration alone without tumor cell inoculation, immunization, or viral infection. Mice with myocarditis have increased cardiac infiltration, elevated cardiac troponin levels, and arrhythmia. Anti-PD-1 mAb treatment also causes irAEs in other organs. Autoimmune T cells recognizing cardiac myosin are activated and increased in mice with myocarditis. Notably, cardiac myosin-specific T cells are present in naive mice, showing a phenotype of antigen-experienced T cells. Collectively, we establish a clinically relevant mouse model for ICI-associated myocarditis and find a contribution of cardiac myosin-specific T cells to ICI-associated myocarditis development and pathogenesis.
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Affiliation(s)
- Taejoon Won
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Hannah M Kalinoski
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Megan K Wood
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - David M Hughes
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University Whiting School of Engineering, Baltimore, MD 21218, USA
| | - Camille M Jaime
- Graduate Program in Immunology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Paul Delgado
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Monica V Talor
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Ninaad Lasrado
- School of Veterinary Medicine and Biomedical Sciences, University of Nebraska-Lincoln, Lincoln, NE 68583, USA; Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Jay Reddy
- School of Veterinary Medicine and Biomedical Sciences, University of Nebraska-Lincoln, Lincoln, NE 68583, USA
| | - Daniela Čiháková
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, USA.
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20
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Mazzaccara C, Lombardi R, Mirra B, Barretta F, Esposito MV, Uomo F, Caiazza M, Monda E, Losi MA, Limongelli G, D’Argenio V, Frisso G. Next-Generation Sequencing Gene Panels in Inheritable Cardiomyopathies and Channelopathies: Prevalence of Pathogenic Variants and Variants of Unknown Significance in Uncommon Genes. Biomolecules 2022; 12:1417. [PMID: 36291626 PMCID: PMC9599286 DOI: 10.3390/biom12101417] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 09/27/2022] [Accepted: 09/30/2022] [Indexed: 08/17/2023] Open
Abstract
The diffusion of next-generation sequencing (NGS)-based approaches allows for the identification of pathogenic mutations of cardiomyopathies and channelopathies in more than 200 different genes. Since genes considered uncommon for a clinical phenotype are also now included in molecular testing, the detection rate of disease-causing variants has increased. Here, we report the prevalence of genetic variants detected by using a NGS custom panel in a cohort of 133 patients with inherited cardiomyopathies (n = 77) or channelopathies (n = 56). We identified 82 variants, of which 50 (61%) were identified in genes without a strong or definitive evidence of disease association according to the NIH-funded Clinical Genome Resource (ClinGen; "uncommon genes"). Among these, 35 (70%) were variants of unknown significance (VUSs), 13 (26%) were pathogenic (P) or likely pathogenic (LP) mutations, and 2 (4%) benign (B) or likely benign (LB) variants according to American College of Medical Genetics (ACMG) classifications. These data reinforce the need for the screening of uncommon genes in order to increase the diagnostic sensitivity of the genetic testing of inherited cardiomyopathies and channelopathies by allowing for the identification of mutations in genes that are not usually explored due to a currently poor association with the clinical phenotype.
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Affiliation(s)
- Cristina Mazzaccara
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, 80131 Napoli, Italy
- CEINGE Biotecnologie Avanzate, 80145 Napoli, Italy
| | - Raffaella Lombardi
- Department of Advanced Biomedical Sciences, University of Naples Federico II, 80131 Napoli, Italy
- Department of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Bruno Mirra
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, 80131 Napoli, Italy
- CEINGE Biotecnologie Avanzate, 80145 Napoli, Italy
| | - Ferdinando Barretta
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, 80131 Napoli, Italy
- CEINGE Biotecnologie Avanzate, 80145 Napoli, Italy
| | | | - Fabiana Uomo
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, 80131 Napoli, Italy
- CEINGE Biotecnologie Avanzate, 80145 Napoli, Italy
| | - Martina Caiazza
- Monaldi Hospital, AO Colli, 80131 Napoli, Italy
- Department of Translational Medical Sciences, University of Campania ‘Luigi Vanvitelli’, 81100 Caserta, Italy
| | - Emanuele Monda
- Monaldi Hospital, AO Colli, 80131 Napoli, Italy
- Department of Translational Medical Sciences, University of Campania ‘Luigi Vanvitelli’, 81100 Caserta, Italy
| | - Maria Angela Losi
- Department of Advanced Biomedical Sciences, University of Naples Federico II, 80131 Napoli, Italy
| | - Giuseppe Limongelli
- Monaldi Hospital, AO Colli, 80131 Napoli, Italy
- Department of Translational Medical Sciences, University of Campania ‘Luigi Vanvitelli’, 81100 Caserta, Italy
| | - Valeria D’Argenio
- CEINGE Biotecnologie Avanzate, 80145 Napoli, Italy
- Department of Human Sciences and Quality of Life Promotion, San Raffaele Open University, 00166 Roma, Italy
| | - Giulia Frisso
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, 80131 Napoli, Italy
- CEINGE Biotecnologie Avanzate, 80145 Napoli, Italy
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21
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Nazarenko MS, Sleptcov AA, Puzyrev VP. “Mendelian Code” in the Genetic Structure of Common Multifactorial Diseases. RUSS J GENET+ 2022. [DOI: 10.1134/s1022795422100052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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22
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VARS2 Depletion Leads to Activation of the Integrated Stress Response and Disruptions in Mitochondrial Fatty Acid Oxidation. Int J Mol Sci 2022; 23:ijms23137327. [PMID: 35806332 PMCID: PMC9267100 DOI: 10.3390/ijms23137327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 06/28/2022] [Accepted: 06/29/2022] [Indexed: 11/26/2022] Open
Abstract
Mutations in mitochondrial aminoacyl-tRNA synthetases (mtARSs) have been reported in patients with mitochondriopathies: most commonly encephalopathy, but also cardiomyopathy. Through a GWAS, we showed possible associations between mitochondrial valyl-tRNA synthetase (VARS2) dysregulations and non-ischemic cardiomyopathy. We aimed to investigate the possible consequences of VARS2 depletion in zebrafish and cultured HEK293A cells. Transient VARS2 loss-of-function was induced in zebrafish embryos using Morpholinos. The enzymatic activity of VARS2 was measured in VARS2-depleted cells via northern blot. Heterozygous VARS2 knockout was established in HEK293A cells using CRISPR/Cas9 technology. BN-PAGE and SDS-PAGE were used to investigate electron transport chain (ETC) complexes, and the oxygen consumption rate and extracellular acidification rate were measured using a Seahorse XFe96 Analyzer. The activation of the integrated stress response (ISR) and possible disruptions in mitochondrial fatty acid oxidation (FAO) were explored using RT-qPCR and western blot. Zebrafish embryos with transient VARS2 loss-of-function showed features of heart failure as well as indications of CNS and skeletal muscle involvements. The enzymatic activity of VARS2 was significantly reduced in VARS2-depleted cells. Heterozygous VARS2-knockout cells showed a rearrangement of ETC complexes in favor of complexes III2, III2 + IV, and supercomplexes without significant respiratory chain deficiencies. These cells also showed the enhanced activation of the ISR, as indicated by increased eIF-2α phosphorylation and a significant increase in the transcript levels of ATF4, ATF5, and DDIT3 (CHOP), as well as disruptions in FAO. The activation of the ISR and disruptions in mitochondrial FAO may underlie the adaptive changes in VARS2-depleted cells.
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23
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Sammani A, van de Leur RR, Henkens MTHM, Meine M, Loh P, Hassink RJ, Oberski DL, Heymans SRB, Doevendans PA, Asselbergs FW, Te Riele ASJM, van Es R. Life-threatening ventricular arrhythmia prediction in patients with dilated cardiomyopathy using explainable electrocardiogram-based deep neural networks. Europace 2022; 24:1645-1654. [PMID: 35762524 PMCID: PMC9559909 DOI: 10.1093/europace/euac054] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 04/10/2022] [Indexed: 11/17/2022] Open
Abstract
Aims While electrocardiogram (ECG) characteristics have been associated with life-threatening ventricular arrhythmias (LTVA) in dilated cardiomyopathy (DCM), they typically rely on human-derived parameters. Deep neural networks (DNNs) can discover complex ECG patterns, but the interpretation is hampered by their ‘black-box’ characteristics. We aimed to detect DCM patients at risk of LTVA using an inherently explainable DNN. Methods and results In this two-phase study, we first developed a variational autoencoder DNN on more than 1 million 12-lead median beat ECGs, compressing the ECG into 21 different factors (F): FactorECG. Next, we used two cohorts with a combined total of 695 DCM patients and entered these factors in a Cox regression for the composite LTVA outcome, which was defined as sudden cardiac arrest, spontaneous sustained ventricular tachycardia, or implantable cardioverter-defibrillator treated ventricular arrhythmia. Most patients were male (n = 442, 64%) with a median age of 54 years [interquartile range (IQR) 44–62], and median left ventricular ejection fraction of 30% (IQR 23–39). A total of 115 patients (16.5%) reached the study outcome. Factors F8 (prolonged PR-interval and P-wave duration, P < 0.005), F15 (reduced P-wave height, P = 0.04), F25 (increased right bundle branch delay, P = 0.02), F27 (P-wave axis P < 0.005), and F32 (reduced QRS-T voltages P = 0.03) were significantly associated with LTVA. Conclusion Inherently explainable DNNs can detect patients at risk of LTVA which is mainly driven by P-wave abnormalities.
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Affiliation(s)
- Arjan Sammani
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Rutger R van de Leur
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Michiel T H M Henkens
- Department of Cardiology, CARIM, Maastricht University Medical Centre, Maastricht, The Netherlands.,Netherlands Heart Institute (NLHI), Utrecht, The Netherlands
| | - Mathias Meine
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Peter Loh
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Rutger J Hassink
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Daniel L Oberski
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands.,Department of Methodology and Statistics, Faculty of Social Sciences, Utrecht University and University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Stephane R B Heymans
- Department of Cardiology, CARIM, Maastricht University Medical Centre, Maastricht, The Netherlands.,Netherlands Heart Institute (NLHI), Utrecht, The Netherlands.,Department of Cardiovascular Research, University of Leuven, Leuven, Belgium
| | - Pieter A Doevendans
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands.,Netherlands Heart Institute (NLHI), Utrecht, The Netherlands.,Central Military Hospital, Utrecht, The Netherlands
| | - Folkert W Asselbergs
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands.,Institute of Cardiovascular Science and Institute of Health Informatics, Faculty of Population Health Sciences, University College London, London, UK
| | - Anneline S J M Te Riele
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - René van Es
- Department of Cardiology, University Medical Centre Utrecht, University of Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
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24
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Sun S, Lu J, Lai C, Feng Z, Sheng X, Liu X, Wang Y, Huang C, Shen Z, Lv Q, Fu G, Shang M. Transcriptome analysis uncovers the autophagy-mediated regulatory patterns of the immune microenvironment in dilated cardiomyopathy. J Cell Mol Med 2022; 26:4101-4112. [PMID: 35752958 PMCID: PMC9279601 DOI: 10.1111/jcmm.17455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 04/04/2022] [Accepted: 06/06/2022] [Indexed: 11/29/2022] Open
Abstract
The relationship between autophagy and immunity has been well studied. However, little is known about the role of autophagy in the immune microenvironment during the progression of dilated cardiomyopathy (DCM). Therefore, this study aims to uncover the effect of autophagy on the immune microenvironment in the context of DCM. By investigating the autophagy gene expression differences between healthy donors and DCM samples, 23 dysregulated autophagy genes were identified. Using a series of bioinformatics methods, 13 DCM‐related autophagy genes were screened and used to construct a risk prediction model, which can well distinguish DCM and healthy samples. Then, the connections between autophagy and immune responses including infiltrated immunocytes, immune reaction gene‐sets and human leukocyte antigen (HLA) genes were systematically evaluated. In addition, two autophagy‐mediated expression patterns in DCM were determined via the unsupervised consensus clustering analysis, and the immune characteristics of different patterns were revealed. In conclusion, our study revealed the strong effect of autophagy on the DCM immune microenvironment and provided new insights to understand the pathogenesis and treatment of DCM.
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Affiliation(s)
- Shuo Sun
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Jiangting Lu
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Chaojie Lai
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Zhaojin Feng
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Xia Sheng
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Xianglan Liu
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Yao Wang
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Chengchen Huang
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Zhida Shen
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Qingbo Lv
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Guosheng Fu
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
| | - Min Shang
- Department of Cardiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Key Laboratory of Cardiovascular Intervention and Regenerative Medicine of Zhejiang Province, Hangzhou, China
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25
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Sapkota Y, Ehrhardt MJ, Qin N, Wang Z, Liu Q, Qiu W, Shelton K, Shao Y, Plyler E, Mulder HL, Easton J, Michael JR, Burridge PW, Wang X, Wilson CL, Jefferies JL, Chow EJ, Oeffinger KC, Morton LM, Li C, Yang JJ, Zhang J, Bhatia S, Mulrooney DA, Hudson MM, Robison LL, Armstrong GT, Yasui Y. A novel locus on 6p21.2 for cancer treatment-induced cardiac dysfunction among childhood cancer survivors. J Natl Cancer Inst 2022; 114:1109-1116. [PMID: 35698272 DOI: 10.1093/jnci/djac115] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 03/31/2022] [Accepted: 06/01/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Adult survivors of childhood cancer are at increased risk of cardiac late effects. METHODS Using whole-genome sequencing data from 1,870 survivors of European ancestry in the St. Jude Lifetime Cohort (SJLIFE) study, genetic variants were examined for association with ejection fraction (EF) and clinically assessed cancer therapy-induced cardiac dysfunction (CCD). Significant findings were validated in 301 SJLIFE survivors of African ancestry and 4,020 survivors of European ancestry from the Childhood Cancer Survivor Study (CCSS). All statistical tests were 2-sided. RESULTS A variant near KCNK17 showed genome-wide significant association with EF (rs2815063-A: EF reduction = 1.6%; P = 2.1 × 10-8) in SJLIFE survivors of European ancestry, which replicated in SJLIFE survivors of African ancestry (EF reduction: 1.5%; P = .004). The rs2815063-A also showed a 1.80-fold (P = .008) risk of severe/disabling or life-threatening CCD and replicated in 4,020 CCSS survivors of European ancestry (OR = 1.40; P = .039). Notably, rs2815063-A was specifically associated among survivors exposed to doxorubicin only, with a stronger effect on EF (3.3% EF reduction) and CCD (2.97-fold). Whole blood DNA methylation data in 1,651 SJLIFE survivors of European ancestry showed significant correlation of rs2815063-A with dysregulation of KCNK17 enhancers (false discovery rate <5%), which replicated in 263 survivors of African ancestry. Consistently, the rs2815063-A was associated with KCNK17 downregulation based on RNA-sequencing of 75 survivors. CONCLUSIONS Leveraging the two largest cohorts of childhood cancer survivors in North America and survivor-specific polygenomic functional data, we identified a novel risk locus for CCD which showed specificity with doxorubicin-induced cardiac dysfunction and highlighted dysregulation of KCNK17 as the likely molecular mechanism underlying this genetic association.
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Affiliation(s)
- Yadav Sapkota
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Na Qin
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Zhaoming Wang
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Qi Liu
- University of Alberta, Edmonton, AB, Canada
| | - Weiyu Qiu
- University of Alberta, Edmonton, AB, Canada
| | - Kyla Shelton
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ying Shao
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Emily Plyler
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - John Easton
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | | | | | | | - John L Jefferies
- The University of Tennessee Heath Science Center, Memphis, TN, USA
| | - Eric J Chow
- Fred Hutchinson Cancer Research Center, WA, USA
| | | | | | - Chunliang Li
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jun J Yang
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jinghui Zhang
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Smita Bhatia
- University of Alabama at Birmingham, Birmingham, AL, USA
| | | | | | | | | | - Yutaka Yasui
- St. Jude Children's Research Hospital, Memphis, TN, USA
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26
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Kucher AN, Sleptcov AA, Nazarenko MS. Genetic Landscape of Dilated Cardiomyopathy. RUSS J GENET+ 2022. [DOI: 10.1134/s1022795422030085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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27
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Xiao L, Wu D, Sun Y, Hu D, Dai J, Chen Y, Wang D. Whole-exome sequencing reveals genetic risks of early-onset sporadic dilated cardiomyopathy in the Chinese Han population. SCIENCE CHINA. LIFE SCIENCES 2022; 65:770-780. [PMID: 34302607 DOI: 10.1007/s11427-020-1951-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Accepted: 06/01/2021] [Indexed: 06/13/2023]
Abstract
To reveal genetic risks of early-onset sporadic dilated cardiomyopathy (DCM) patients in the Chinese Han population, we enlisted 363 DCM cases and 414 healthy controls. Whole-exome sequencing and phenotypic characterization were conducted. In total, we identified 26 loss-of-function (LOF) candidates and 66 pathogenic variants from 33 genes, most of which were novel. The deleterious variants can account for 25.07% (91/363) of all patients. Furthermore, rare missense variants in 21 genes were found to be significantly associated with DCM in burden tests. Other than rare variants, twelve common SNPs were significantly associated with an increased risk of DCM in allele-based genetic model association analysis. Of note, in the cumulative risk model, high-risk subjects had a 3.113-fold higher risk of developing DCM than low-risk subjects. Also, DCM in the high-risk group had a younger age of onset than that in the low-risk group. In terms of cardiac function, the mean left ventricular ejection fraction of patients with the deleterious variants was lower than those without (27.73%±10.02% vs. 30.61%±10.85%, P=0.026). To conclude, we mapped a comprehensive atlas of genetic risks in Chinese patients with DCM that might lead to new insights into the mechanisms and risk stratification for DCM.
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Affiliation(s)
- Lei Xiao
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Dongyang Wu
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Yang Sun
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Dong Hu
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Jiaqi Dai
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Yanghui Chen
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Daowen Wang
- Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiologic Disorders, Huazhong University of Science and Technology, Wuhan, 430030, China.
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28
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Myocardial inflammation and sudden death in the inherited cardiomyopathies. Can J Cardiol 2022; 38:427-438. [DOI: 10.1016/j.cjca.2022.01.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 01/08/2022] [Accepted: 01/08/2022] [Indexed: 12/20/2022] Open
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29
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Gopcevic KR, Gkaliagkousi E, Nemcsik J, Acet Ö, Bernal-Lopez MR, Bruno RM, Climie RE, Fountoulakis N, Fraenkel E, Lazaridis A, Navickas P, Rochfort KD, Šatrauskienė A, Zupkauskienė J, Terentes-Printzios D. Pathophysiology of Circulating Biomarkers and Relationship With Vascular Aging: A Review of the Literature From VascAgeNet Group on Circulating Biomarkers, European Cooperation in Science and Technology Action 18216. Front Physiol 2021; 12:789690. [PMID: 34970157 PMCID: PMC8712891 DOI: 10.3389/fphys.2021.789690] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 11/17/2021] [Indexed: 12/14/2022] Open
Abstract
Impairment of the arteries is a product of sustained exposure to various deleterious factors and progresses with time; a phenomenon inherent to vascular aging. Oxidative stress, inflammation, the accumulation of harmful agents in high cardiovascular risk conditions, changes to the extracellular matrix, and/or alterations of the epigenetic modification of molecules, are all vital pathophysiological processes proven to contribute to vascular aging, and also lead to changes in levels of associated circulating molecules. Many of these molecules are consequently recognized as markers of vascular impairment and accelerated vascular aging in clinical and research settings, however, for these molecules to be classified as biomarkers of vascular aging, further criteria must be met. In this paper, we conducted a scoping literature review identifying thirty of the most important, and eight less important, biomarkers of vascular aging. Herein, we overview a selection of the most important molecules connected with the above-mentioned pathological conditions and study their usefulness as circulating biomarkers of vascular aging.
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Affiliation(s)
- Kristina R. Gopcevic
- Laboratory for Analytics of Biomolecules, Department of Chemistry in Medicine, Faculty of Medicine, Belgrade, Serbia
| | - Eugenia Gkaliagkousi
- 3rd Department of Internal Medicine, Papageorgiou Hospital, Faculty of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - János Nemcsik
- Department of Family Medicine, Semmelweis University, Budapest, Hungary
- Health Service of ZUGLO, Department of Family Medicine, Budapest, Hungary
| | - Ömür Acet
- Vocational School of Health Science, Pharmacy Services Program, Tarsus University, Tarsus, Turkey
| | - M. Rosa Bernal-Lopez
- Internal Medicine Department, Regional University Hospital of Malaga, Instituto de Investigacion Biomedica de Malaga, University of Malaga, CIBER Fisiopatología de la Obesidad y la Nutrición, Instituto de Salud Carlos III, Málaga, Spain
| | - Rosa M. Bruno
- Unversite de Paris, INSERM, U970, Paris Cardiovascular Research Center, Paris, France
| | - Rachel E. Climie
- Unversite de Paris, INSERM, U970, Paris Cardiovascular Research Center, Paris, France
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- Sports Cardiology Lab, Clinical Research Domain, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Nikolaos Fountoulakis
- Faculty of Life Sciences and Medicine, King’s College London - Waterloo Campus, London, United Kingdom
| | - Emil Fraenkel
- 1st Department of Internal Medicine, University Hospital and Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Antonios Lazaridis
- 3rd Department of Internal Medicine, Papageorgiou Hospital, Faculty of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Petras Navickas
- Clinic of Cardiac and Vascular Diseases, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Keith D. Rochfort
- School of Nursing, Psychotherapy and Community Health, Dublin City University, Dublin, Ireland
| | - Agnė Šatrauskienė
- Clinic of Cardiac and Vascular Diseases, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
- Centre of Cardiology and Angiology, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
| | - Jūratė Zupkauskienė
- Clinic of Cardiac and Vascular Diseases, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Dimitrios Terentes-Printzios
- First Department of Cardiology, Hippokration Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
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30
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Recent Findings Related to Cardiomyopathy and Genetics. Int J Mol Sci 2021; 22:ijms222212522. [PMID: 34830403 PMCID: PMC8623065 DOI: 10.3390/ijms222212522] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 11/16/2021] [Indexed: 12/13/2022] Open
Abstract
With the development and advancement of next-generation sequencing (NGS), genetic analysis is becoming more accessible. High-throughput genetic studies using NGS have contributed to unraveling the association between cardiomyopathy and genetic background, as is the case with many other diseases. Rare variants have been shown to play major roles in the pathogenesis of cardiomyopathy, which was empirically recognized as a monogenic disease, and it has been elucidated that the clinical course of cardiomyopathy varies depending on the causative genes. These findings were not limited to dilated and hypertrophic cardiomyopathy; similar trends were reported one after another for peripartum cardiomyopathy (PPCM), cancer therapy-related cardiac dysfunction (CTRCD), and alcoholic cardiomyopathy (ACM). In addition, as the association between clinical phenotypes and the causative genes becomes clearer, progress is being made in elucidating the mechanisms and developing novel therapeutic agents. Recently, it has been suggested that not only rare variants but also common variants contribute to the development of cardiomyopathy. Cardiomyopathy and genetics are approaching a new era, which is summarized here in this overview.
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31
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Zhou Q, Chen J, Wu D, Yan H, Liu F, Xi Y, Wang F, Wu J, Qiu H, Bu S. Differential expression of long non-coding RNAs SRA, HCG22 and MHRT in children with Kawasaki disease. Exp Ther Med 2021; 22:1022. [PMID: 34373708 DOI: 10.3892/etm.2021.10454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 04/26/2021] [Indexed: 12/12/2022] Open
Abstract
Kawasaki disease (KD) is an acute, self-limited inflammatory illness during childhood that may lead to thrombosis in the coronary arteries (CA). The major aims of the present study were to estimate the serum levels of long non-coding RNAs (lncRNAs) and the metabolic profiles of patients with KD. A total of 40 specimens were obtained from pediatric patients (40 specimens before and 40 specimens after treatment) who were diagnosed with KD (n=40). The controls comprised healthy children without KD (n=40). The serum levels of lncRNAs steroid receptor RNA activator (SRA), human leukocyte antigen complex group 22 (HCG22) and myosin heavy chain-associated RNA transcript (MHRT) were determined using reverse transcription-quantitative PCR. Subsequently, the correlation between the expression levels of lncRNAs and biochemical parameters of patients was assessed. Receiver operating characteristic curves were constructed to determine the diagnostic value of the lncRNAs. The results indicated that the serum levels of lncRNAs SRA and HCG22 were higher in patients with acute KD compared with those in healthy controls. B-type natriuretic peptide (BNP) and C-reactive protein were positively correlated with HCG22 in patients with acute KD, while total cholesterol and low-density lipoprotein were negatively correlated with HCG22 in patients with acute KD. The lncRNA MHRT was significantly upregulated in convalescent KD compared with acute KD following intravenous immunoglobulin therapy. In patients with convalescent KD, creatine kinase was positively correlated with MHRT, while BNP and adenosine deaminase were negatively correlated with MHRT. In conclusion, to the best of our knowledge, the present study was the first to identify that the serum levels of lncRNAs SRA and HCG22 in patients with acute KD were higher compared with those in control subjects. MHRT levels in patients with convalescent KD were higher than those in the acute phase. LncRNAs SRA and HCG22 may have crucial roles in KD and are potential novel diagnostic biomarkers for KD. LncRNA MHRT may be considered a novel biomarker for predicting the clinical prognosis of patients with KD.
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Affiliation(s)
- Qianqin Zhou
- Diabetes Research Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Jiayi Chen
- Diabetes Research Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Danyang Wu
- Diabetes Research Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Haiyian Yan
- Diabetes Research Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Fang Liu
- Diabetes Research Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Yang Xi
- Diabetes Research Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Fuyan Wang
- Diabetes Research Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Junhua Wu
- Department of Pediatric Cardiology, Ningbo Women and Children's Hospital, Ningbo, Zhejiang 315012, P.R. China
| | - Haiyan Qiu
- Department of Pediatric Cardiology, Ningbo Women and Children's Hospital, Ningbo, Zhejiang 315012, P.R. China
| | - Shizhong Bu
- Diabetes Research Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
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32
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Law YM, Lal AK, Chen S, Čiháková D, Cooper LT, Deshpande S, Godown J, Grosse-Wortmann L, Robinson JD, Towbin JA. Diagnosis and Management of Myocarditis in Children: A Scientific Statement From the American Heart Association. Circulation 2021; 144:e123-e135. [PMID: 34229446 DOI: 10.1161/cir.0000000000001001] [Citation(s) in RCA: 126] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Myocarditis remains a clinical challenge in pediatrics. Originally, it was recognized at autopsy before the application of endomyocardial biopsy, which led to a histopathology-based diagnosis such as in the Dallas criteria. Given the invasive and low-sensitivity nature of endomyocardial biopsy, its diagnostic focus shifted to a reliance on clinical suspicion. With the advances of cardiac magnetic resonance, an examination of the whole heart in vivo has gained acceptance in the pursuit of a diagnosis of myocarditis. The presentation may vary from minimal symptoms to heart failure, life-threatening arrhythmias, or cardiogenic shock. Outcomes span full resolution to chronic heart failure and the need for heart transplantation with inadequate clues to predict the disease trajectory. The American Heart Association commissioned this writing group to explore the current knowledge and management within the field of pediatric myocarditis. This statement highlights advances in our understanding of the immunopathogenesis, new and shifting dominant pathogeneses, modern laboratory testing, and use of mechanical circulatory support, with a special emphasis on innovations in cardiac magnetic resonance imaging. Despite these strides forward, we struggle without a universally accepted definition of myocarditis, which impedes progress in disease-targeted therapy.
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33
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Fullenkamp DE, Puckelwartz MJ, McNally EM. Genome-wide association for heart failure: from discovery to clinical use. Eur Heart J 2021; 42:2012-2014. [PMID: 33851998 DOI: 10.1093/eurheartj/ehab172] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Affiliation(s)
- Dominic E Fullenkamp
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Bluhm Cardiovascular Institute, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Megan J Puckelwartz
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Elizabeth M McNally
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Bluhm Cardiovascular Institute, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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34
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Bayes-Genis A, Liu PP, Lanfear DE, de Boer RA, González A, Thum T, Emdin M, Januzzi JL. Omics phenotyping in heart failure: the next frontier. Eur Heart J 2021; 41:3477-3484. [PMID: 32337540 DOI: 10.1093/eurheartj/ehaa270] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Revised: 02/23/2020] [Accepted: 03/30/2020] [Indexed: 12/16/2022] Open
Abstract
This state-of-the-art review aims to provide an up-to-date look at breakthrough omic technologies that are helping to unravel heart failure (HF) disease mechanisms and heterogeneity. Genomics, transcriptomics, proteomics, and metabolomics in HF are reviewed in depth. In addition, there is a thorough, expert discussion regarding the value of omics in identifying novel disease pathways, advancing understanding of disease mechanisms, differentiating HF phenotypes, yielding biomarkers for diagnosis or prognosis, or identifying new therapeutic targets in HF. The combination of multiple omics technologies may create a more comprehensive picture of the factors and physiology involved in HF than achieved by either one alone and provides a rich resource for predictive phenotype modelling. However, the successful translation of omics tools as solutions to clinical HF requires that the observations are robust and reproducible and can be validated across multiple independent populations to ensure confidence in clinical decision-making.
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Affiliation(s)
- Antoni Bayes-Genis
- Heart Institute (iCor), University Hospital Germans Trias i Pujol, Badalona, Spain.,CIBERCV, Instituto de Salud Carlos III, Madrid, Spain.,Department of Medicine, Universitat Autònoma Barcelona
| | - Peter P Liu
- University of Ottawa Heart Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - David E Lanfear
- Henry Ford Heart and Vascular Institute, Center for Individualized and Genomic Medicine Research, Henry Ford Hospital, Detroit, MI, USA
| | - Rudolf A de Boer
- Department of Cardiology, University of Groningen, University Medical Center, Groningen, The Netherlands
| | - Arantxa González
- CIBERCV, Instituto de Salud Carlos III, Madrid, Spain.,Program of Cardiovascular Diseases, CIMA Universidad de Navarra and IdiSNA, Pamplona, Spain
| | - Thomas Thum
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
| | - Michele Emdin
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.,Fondazione Toscana G. Monasterio, Pisa, Italy
| | - James L Januzzi
- Cardiology Division, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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35
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Hershberger RE, Cowan J, Jordan E, Kinnamon DD. The Complex and Diverse Genetic Architecture of Dilated Cardiomyopathy. Circ Res 2021; 128:1514-1532. [PMID: 33983834 DOI: 10.1161/circresaha.121.318157] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Our insight into the diverse and complex nature of dilated cardiomyopathy (DCM) genetic architecture continues to evolve rapidly. The foundations of DCM genetics rest on marked locus and allelic heterogeneity. While DCM exhibits a Mendelian, monogenic architecture in some families, preliminary data from our studies and others suggests that at least 20% to 30% of DCM may have an oligogenic basis, meaning that multiple rare variants from different, unlinked loci, determine the DCM phenotype. It is also likely that low-frequency and common genetic variation contribute to DCM complexity, but neither has been examined within a rare variant context. Other types of genetic variation are also likely relevant for DCM, along with gene-by-environment interaction, now established for alcohol- and chemotherapy-related DCM. Collectively, this suggests that the genetic architecture of DCM is broader in scope and more complex than previously understood. All of this elevates the impact of DCM genetics research, as greater insight into the causes of DCM can lead to interventions to mitigate or even prevent it and thus avoid the morbid and mortal scourge of human heart failure.
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Affiliation(s)
- Ray E Hershberger
- Divisions of Cardiovascular Medicine (R.E.H.), The Ohio State University Wexner Medical Center, Columbus.,Human Genetics (R.E.H., J.C., E.J., D.D.K.), The Ohio State University Wexner Medical Center, Columbus.,Department of Internal Medicine and the Davis Heart and Lung Research Institute (R.E.H., J.C., E.J., D.D.K.), The Ohio State University Wexner Medical Center, Columbus
| | - Jason Cowan
- Human Genetics (R.E.H., J.C., E.J., D.D.K.), The Ohio State University Wexner Medical Center, Columbus.,Department of Internal Medicine and the Davis Heart and Lung Research Institute (R.E.H., J.C., E.J., D.D.K.), The Ohio State University Wexner Medical Center, Columbus
| | - Elizabeth Jordan
- Human Genetics (R.E.H., J.C., E.J., D.D.K.), The Ohio State University Wexner Medical Center, Columbus.,Department of Internal Medicine and the Davis Heart and Lung Research Institute (R.E.H., J.C., E.J., D.D.K.), The Ohio State University Wexner Medical Center, Columbus
| | - Daniel D Kinnamon
- Human Genetics (R.E.H., J.C., E.J., D.D.K.), The Ohio State University Wexner Medical Center, Columbus.,Department of Internal Medicine and the Davis Heart and Lung Research Institute (R.E.H., J.C., E.J., D.D.K.), The Ohio State University Wexner Medical Center, Columbus
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36
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Joshi A, Rienks M, Theofilatos K, Mayr M. Systems biology in cardiovascular disease: a multiomics approach. Nat Rev Cardiol 2021; 18:313-330. [PMID: 33340009 DOI: 10.1038/s41569-020-00477-1] [Citation(s) in RCA: 107] [Impact Index Per Article: 35.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/02/2020] [Indexed: 12/13/2022]
Abstract
Omics techniques generate large, multidimensional data that are amenable to analysis by new informatics approaches alongside conventional statistical methods. Systems theories, including network analysis and machine learning, are well placed for analysing these data but must be applied with an understanding of the relevant biological and computational theories. Through applying these techniques to omics data, systems biology addresses the problems posed by the complex organization of biological processes. In this Review, we describe the techniques and sources of omics data, outline network theory, and highlight exemplars of novel approaches that combine gene regulatory and co-expression networks, proteomics, metabolomics, lipidomics and phenomics with informatics techniques to provide new insights into cardiovascular disease. The use of systems approaches will become necessary to integrate data from more than one omic technique. Although understanding the interactions between different omics data requires increasingly complex concepts and methods, we argue that hypothesis-driven investigations and independent validation must still accompany these novel systems biology approaches to realize their full potential.
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Affiliation(s)
- Abhishek Joshi
- King's British Heart Foundation Centre, King's College London, London, UK
- Bart's Heart Centre, St. Bartholomew's Hospital, London, UK
| | - Marieke Rienks
- King's British Heart Foundation Centre, King's College London, London, UK
| | | | - Manuel Mayr
- King's British Heart Foundation Centre, King's College London, London, UK.
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Fatkin D, Calkins H, Elliott P, James CA, Peters S, Kovacic JC. Contemporary and Future Approaches to Precision Medicine in Inherited Cardiomyopathies: JACC Focus Seminar 3/5. J Am Coll Cardiol 2021; 77:2551-2572. [PMID: 34016267 DOI: 10.1016/j.jacc.2020.12.072] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 12/10/2020] [Accepted: 12/18/2020] [Indexed: 01/02/2023]
Abstract
Inherited cardiomyopathies are commonly occurring myocardial disorders that are associated with substantial morbidity and mortality. Clinical management strategies have focused on treatment of heart failure and arrhythmic complications in symptomatic patients according to standardized guidelines. Clinicians are now being urged to implement precision medicine, but what does this involve? Advances in understanding of the genetic underpinnings of inherited cardiomyopathies have brought new possibilities for interventions that are tailored to genes, specific variants, or downstream mechanisms. However, the phenotypic variability that can occur with any given pathogenic variant suggests that factors other than single driver gene mutations are often involved. This is propelling a new imperative to elucidate the nuanced ways in which individual combinations of genetic variation, comorbidities, and lifestyle may influence cardiomyopathy phenotypes. Here, Part 3 of a 5-part precision medicine Focus Seminar series reviews the current status and future opportunities for precision medicine in the inherited cardiomyopathies.
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Affiliation(s)
- Diane Fatkin
- Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales, Australia; St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Kensington, New South Wales, Australia; Cardiology Department, St. Vincent's Hospital, Darlinghurst, New South Wales, Australia.
| | - Hugh Calkins
- Division of Cardiology, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Perry Elliott
- Institute of Cardiovascular Sciences, University College London, London, United Kingdom; Barts Heart Centre, St. Bartholomew's Hospital, London, United Kingdom
| | - Cynthia A James
- Division of Cardiology, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Stacey Peters
- Departments of Cardiology and Genomic Medicine, Royal Melbourne Hospital, Melbourne, Victoria, Australia; Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Jason C Kovacic
- Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales, Australia; St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Kensington, New South Wales, Australia; Cardiology Department, St. Vincent's Hospital, Darlinghurst, New South Wales, Australia; The Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
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Sammani A, Baas AF, Asselbergs FW, te Riele ASJM. Diagnosis and Risk Prediction of Dilated Cardiomyopathy in the Era of Big Data and Genomics. J Clin Med 2021; 10:921. [PMID: 33652931 PMCID: PMC7956169 DOI: 10.3390/jcm10050921] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 02/17/2021] [Accepted: 02/22/2021] [Indexed: 12/19/2022] Open
Abstract
Dilated cardiomyopathy (DCM) is a leading cause of heart failure and life-threatening ventricular arrhythmias (LTVA). Work-up and risk stratification of DCM is clinically challenging, as there is great heterogeneity in phenotype and genotype. Throughout the last decade, improved genetic testing of patients has identified genotype-phenotype associations and enhanced evaluation of at-risk relatives leading to better patient prognosis. The field is now ripe to explore opportunities to improve personalised risk assessments. Multivariable risk models presented as "risk calculators" can incorporate a multitude of clinical variables and predict outcome (such as heart failure hospitalisations or LTVA). In addition, genetic risk scores derived from genome/exome-wide association studies can estimate an individual's lifetime genetic risk of developing DCM. The use of clinically granular investigations, such as late gadolinium enhancement on cardiac magnetic resonance imaging, is warranted in order to increase predictive performance. To this end, constructing big data infrastructures improves accessibility of data by using electronic health records, existing research databases, and disease registries. By applying methods such as machine and deep learning, we can model complex interactions, identify new phenotype clusters, and perform prognostic modelling. This review aims to provide an overview of the evolution of DCM definitions as well as its clinical work-up and considerations in the era of genomics. In addition, we present exciting examples in the field of big data infrastructures, personalised prognostic assessment, and artificial intelligence.
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Affiliation(s)
- Arjan Sammani
- Department of Cardiology, Division Heart & Lungs, University Medical Center Utrecht, Utrecht University, 3582 CX Utrecht, The Netherlands; (A.S.); (F.W.A.)
| | - Annette F. Baas
- Department of Genetics, Division Laboratories, Pharmacy and Biomedical Genetics, University Medical Centre Utrecht, University of Utrecht, 3582 CX Utrecht, The Netherlands;
| | - Folkert W. Asselbergs
- Department of Cardiology, Division Heart & Lungs, University Medical Center Utrecht, Utrecht University, 3582 CX Utrecht, The Netherlands; (A.S.); (F.W.A.)
- Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, London WC1E 6BT, UK
- Health Data Research UK and Institute of Health Informatics, University College London, London WC1E 6BT, UK
| | - Anneline S. J. M. te Riele
- Department of Cardiology, Division Heart & Lungs, University Medical Center Utrecht, Utrecht University, 3582 CX Utrecht, The Netherlands; (A.S.); (F.W.A.)
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Tadros R, Francis C, Xu X, Vermeer AMC, Harper AR, Huurman R, Kelu Bisabu K, Walsh R, Hoorntje ET, Te Rijdt WP, Buchan RJ, van Velzen HG, van Slegtenhorst MA, Vermeulen JM, Offerhaus JA, Bai W, de Marvao A, Lahrouchi N, Beekman L, Karper JC, Veldink JH, Kayvanpour E, Pantazis A, Baksi AJ, Whiffin N, Mazzarotto F, Sloane G, Suzuki H, Schneider-Luftman D, Elliott P, Richard P, Ader F, Villard E, Lichtner P, Meitinger T, Tanck MWT, van Tintelen JP, Thain A, McCarty D, Hegele RA, Roberts JD, Amyot J, Dubé MP, Cadrin-Tourigny J, Giraldeau G, L'Allier PL, Garceau P, Tardif JC, Boekholdt SM, Lumbers RT, Asselbergs FW, Barton PJR, Cook SA, Prasad SK, O'Regan DP, van der Velden J, Verweij KJH, Talajic M, Lettre G, Pinto YM, Meder B, Charron P, de Boer RA, Christiaans I, Michels M, Wilde AAM, Watkins H, Matthews PM, Ware JS, Bezzina CR. Shared genetic pathways contribute to risk of hypertrophic and dilated cardiomyopathies with opposite directions of effect. Nat Genet 2021; 53:128-134. [PMID: 33495596 PMCID: PMC7611259 DOI: 10.1038/s41588-020-00762-2] [Citation(s) in RCA: 128] [Impact Index Per Article: 42.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 12/10/2020] [Indexed: 01/29/2023]
Abstract
The heart muscle diseases hypertrophic (HCM) and dilated (DCM) cardiomyopathies are leading causes of sudden death and heart failure in young, otherwise healthy, individuals. We conducted genome-wide association studies and multi-trait analyses in HCM (1,733 cases), DCM (5,521 cases) and nine left ventricular (LV) traits (19,260 UK Biobank participants with structurally normal hearts). We identified 16 loci associated with HCM, 13 with DCM and 23 with LV traits. We show strong genetic correlations between LV traits and cardiomyopathies, with opposing effects in HCM and DCM. Two-sample Mendelian randomization supports a causal association linking increased LV contractility with HCM risk. A polygenic risk score explains a significant portion of phenotypic variability in carriers of HCM-causing rare variants. Our findings thus provide evidence that polygenic risk score may account for variability in Mendelian diseases. More broadly, we provide insights into how genetic pathways may lead to distinct disorders through opposing genetic effects.
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Affiliation(s)
- Rafik Tadros
- Cardiovascular Genetics Center, Montreal Heart Institute, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada.
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands.
| | - Catherine Francis
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Xiao Xu
- MRC London Institute of Medical Sciences, Imperial College London, London, UK
| | - Alexa M C Vermeer
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
- Department of Clinical Genetics, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart (ERN GUARD-HEART)
| | - Andrew R Harper
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Wellcome Centre for Human Genetics, Oxford, UK
| | - Roy Huurman
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Ken Kelu Bisabu
- Cardiovascular Genetics Center, Montreal Heart Institute, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Roddy Walsh
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Edgar T Hoorntje
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- Netherlands Heart Institute, Utrecht, the Netherlands
| | - Wouter P Te Rijdt
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- Netherlands Heart Institute, Utrecht, the Netherlands
| | - Rachel J Buchan
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Hannah G van Velzen
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Marjon A van Slegtenhorst
- Department of Clinical Genetics, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Jentien M Vermeulen
- Department of Psychiatry, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Joost Allard Offerhaus
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Wenjia Bai
- Data Science Institute, Imperial College London, London, UK
- Department of Brain Sciences and UK Dementia Research Institute at Imperial College London, Hammersmith Hospital, Imperial College London, London, UK
| | - Antonio de Marvao
- MRC London Institute of Medical Sciences, Imperial College London, London, UK
| | - Najim Lahrouchi
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Leander Beekman
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Jacco C Karper
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Jan H Veldink
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Elham Kayvanpour
- Institute for Cardiomyopathies, Heidelberg Heart Center, University of Heidelberg, Heidelberg, Germany
- DZHK (German Center for Cardiovascular Research), Berlin, Germany
| | - Antonis Pantazis
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK
| | - A John Baksi
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Nicola Whiffin
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
- MRC London Institute of Medical Sciences, Imperial College London, London, UK
| | - Francesco Mazzarotto
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
- Cardiomyopathy Unit, Careggi University Hospital, Florence, Italy
| | - Geraldine Sloane
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Hideaki Suzuki
- Department of Brain Sciences and UK Dementia Research Institute at Imperial College London, Hammersmith Hospital, Imperial College London, London, UK
- Department of Cardiovascular Medicine, Tohoku University Hospital, Seiryo, Aoba, Sendai, Japan
- Tohoku Medical Megabank Organization, Tohoku University, Seiryo, Aoba, Sendai, Japan
| | - Deborah Schneider-Luftman
- The Francis Crick Institute, London, UK
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
| | - Paul Elliott
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
| | - Pascale Richard
- Service de biochimie métabolique, UF de cardiogénétique et myogénétique moléculaire et cellulaire, APHP, Hôpital Pitié-Salpêtrière, Paris, France
- INSERM, UMR_S 1166 and ICAN Institute for Cardiometabolism and Nutrition, Faculté de Médecine, Sorbonne Université, Paris, France
| | - Flavie Ader
- Service de biochimie métabolique, UF de cardiogénétique et myogénétique moléculaire et cellulaire, APHP, Hôpital Pitié-Salpêtrière, Paris, France
- INSERM, UMR_S 1166 and ICAN Institute for Cardiometabolism and Nutrition, Faculté de Médecine, Sorbonne Université, Paris, France
- Faculté de Pharmacie, Université de Paris, Paris, France
| | - Eric Villard
- INSERM, UMR_S 1166 and ICAN Institute for Cardiometabolism and Nutrition, Faculté de Médecine, Sorbonne Université, Paris, France
| | - Peter Lichtner
- Institute of Human Genetics, Helmholtz Zentrum Muenchen, Neuherberg, Germany
| | - Thomas Meitinger
- Institute of Human Genetics, Helmholtz Zentrum Muenchen, Neuherberg, Germany
- Klinikum rechts der Isar der TU Muenchen School of Medicine, Institute of Human Genetics, Munich, Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance, Munich, Germany
| | - Michael W T Tanck
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, University of Amsterdam, Amsterdam Public Health (APH), Amsterdam UMC, Amsterdam, the Netherlands
| | - J Peter van Tintelen
- Department of Clinical Genetics, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
- Department of Genetics, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Andrew Thain
- Department of Medicine and Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - David McCarty
- Department of Medicine and Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Robert A Hegele
- Department of Medicine and Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Jason D Roberts
- Department of Medicine and Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Julie Amyot
- Cardiovascular Genetics Center, Montreal Heart Institute, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Marie-Pierre Dubé
- Montreal Heart Institute Research Center, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Julia Cadrin-Tourigny
- Cardiovascular Genetics Center, Montreal Heart Institute, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Geneviève Giraldeau
- Cardiovascular Genetics Center, Montreal Heart Institute, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Philippe L L'Allier
- Cardiovascular Genetics Center, Montreal Heart Institute, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Patrick Garceau
- Cardiovascular Genetics Center, Montreal Heart Institute, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Jean-Claude Tardif
- Montreal Heart Institute Research Center, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - S Matthijs Boekholdt
- Department of Cardiology, University of Amsterdam, Heartcenter, Amsterdam UMC, Amsterdam, the Netherlands
| | - R Thomas Lumbers
- Institute of Health Informatics, University College London, London, UK
- Health Data Research UK, Gibbs Building, London, UK
- Barts Heart Centre, Saint Bartholomew's Hospital, London, UK
| | - Folkert W Asselbergs
- Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- Institute of Cardiovascular Science and Institute of Health Informatics, Faculty of Population Health Sciences, University College London, London, UK
| | - Paul J R Barton
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Stuart A Cook
- National Heart and Lung Institute, Imperial College London, London, UK
- MRC London Institute of Medical Sciences, Imperial College London, London, UK
- National Heart Research Institute Singapore, National Heart Center Singapore, Singapore, Singapore
- Cardiovascular and Metabolic Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Sanjay K Prasad
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Declan P O'Regan
- MRC London Institute of Medical Sciences, Imperial College London, London, UK
| | - Jolanda van der Velden
- Department of Physiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Amsterdam, the Netherlands
| | - Karin J H Verweij
- Department of Psychiatry, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Mario Talajic
- Cardiovascular Genetics Center, Montreal Heart Institute, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Guillaume Lettre
- Montreal Heart Institute Research Center, Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada
| | - Yigal M Pinto
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart (ERN GUARD-HEART)
| | - Benjamin Meder
- Institute for Cardiomyopathies, Heidelberg Heart Center, University of Heidelberg, Heidelberg, Germany
| | - Philippe Charron
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart (ERN GUARD-HEART)
- INSERM, UMR_S 1166 and ICAN Institute for Cardiometabolism and Nutrition, Faculté de Médecine, Sorbonne Université, Paris, France
- Département de Génétique, Centre de référence des maladies cardiaques héréditaires ou rares, APHP, Hôpital Pitié-Salpêtrière, Paris, France
| | - Rudolf A de Boer
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Imke Christiaans
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Michelle Michels
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Arthur A M Wilde
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart (ERN GUARD-HEART)
| | - Hugh Watkins
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Wellcome Centre for Human Genetics, Oxford, UK
| | - Paul M Matthews
- Department of Brain Sciences and UK Dementia Research Institute at Imperial College London, Hammersmith Hospital, Imperial College London, London, UK
| | - James S Ware
- Cardiovascular Research Centre, Royal Brompton and Harefield National Health Service Foundation Trust, London, UK.
- National Heart and Lung Institute, Imperial College London, London, UK.
- MRC London Institute of Medical Sciences, Imperial College London, London, UK.
| | - Connie R Bezzina
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands.
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart (ERN GUARD-HEART), .
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Comprehensive Analysis of ceRNA Regulation Network Involved in the Development of Coronary Artery Disease. BIOMED RESEARCH INTERNATIONAL 2021; 2021:6658115. [PMID: 33511207 PMCID: PMC7822659 DOI: 10.1155/2021/6658115] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 01/04/2021] [Indexed: 12/19/2022]
Abstract
Background Coronary artery disease (CAD) is one of the most common causes of sudden death with high morbidity in recent years. This paper is aimed at exploring the early peripheral blood biomarkers of sudden death and providing a new perspective for clinical diagnosis and forensic pathology identification by integrated bioinformatics analysis. Methods Two microarray expression profiling datasets (GSE113079 and GSE31568) were downloaded from the Gene Expression Omnibus (GEO) database, and we identified differentially expressed lncRNAs, miRNAs, and mRNAs in CAD. Gene Ontology (GO) and KEGG pathway analyses of DEmRNAs were executed. A protein-protein interaction (PPI) network was constructed, and hub genes were identified. Finally, we constructed a competitive endogenous RNA (ceRNA) regulation network among lncRNAs, miRNAs, and mRNAs. Also, the 5 miRNAs of the ceRNA network were verified by RT-PCR. Results In total, 86 DElncRNAs, 148 DEmiRNAs, and 294 DEmRNAs were dysregulated in CAD. We received 12 GO terms and 5 pathways of DEmRNAs. 31 nodes and 78 edges were revealed in the PPI network. The top 10 genes calculated by degree method were identified as hub genes. Moreover, there were a total of 26 DElncRNAs, 5 DEmiRNAs, and 13 DEmRNAs in the ceRNA regulation network. We validated the 5 miRNAs of the ceRNA network by RT-PCR, which were consistent with the results of the microarray. Conclusions In this paper, a CAD-specific ceRNA network was successfully constructed, contributing to the understanding of the relationship among lncRNAs, miRNAs, and mRNAs. We identified potential peripheral blood biomarkers in CAD and provided novel insights into the development and progress of CAD.
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Sapkota Y, Qin N, Ehrhardt MJ, Wang Z, Chen Y, Wilson CL, Estepp J, Rai P, Hankins JS, Burridge PW, Jefferies JL, Zhang J, Hudson MM, Robison LL, Armstrong GT, Mulrooney DA, Yasui Y. Genetic Variants Associated with Therapy-Related Cardiomyopathy among Childhood Cancer Survivors of African Ancestry. Cancer Res 2020; 81:2556-2565. [PMID: 33288658 DOI: 10.1158/0008-5472.can-20-2675] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/19/2020] [Accepted: 12/02/2020] [Indexed: 11/16/2022]
Abstract
Cardiomyopathy occurs at significantly higher rates in survivors of childhood cancer than the general population, but few studies have evaluated racial or ethnic disparities, and none have assessed potential genetic factors contributing to this outcome. In this study, childhood cancer survivors of African ancestry exposed to cardiotoxic therapies (anthracyclines and/or heart radiotherapy; n = 246) were compared with cardiotoxic-exposed survivors of European ancestry (n = 1,645) in the St. Jude Lifetime Cohort. Genetic variants were examined using whole-genome sequencing data among survivors of African ancestry, first based on ejection fraction (EF) as a continuous outcome, followed by clinical history of cardiomyopathy. Survivors of African ancestry showed 1.53- and 2.47-fold risks of CTCAE grade 2-4 and grade 3-4 cardiomyopathy than survivors of European ancestry. A novel locus at 1p13.2 showed significant association with EF (rs6689879*C: EF reduction = 4.2%; P = 2.8 × 10-8) in 246 survivors of African ancestry, which was successfully replicated in 1,645 survivors of European ancestry but with attenuated magnitude (EF reduction = 0.4%; P = 0.042). In survivors of African ancestry, rs6689879*C showed a 5.43-fold risk of cardiomyopathy and 1.31-fold risk in those of European ancestry. Among survivors of African ancestry with rs6689879*C and CTCAE grade 2-4 cardiomyopathy, the PHTF1 promoter region was hypomethylated. Similar results were observed in survivors of European ancestry, albeit with reduced magnitudes of hypomethylation among those with rs6689879*C and CTCAE grade 2-4 cardiomyopathy. PHTF1 was upregulated in human-induced pluripotent stem cell-derived cardiomyocytes from patients with doxorubicin-induced cardiomyopathy. These findings have potential implications for long-term cardiac surveillance and up-front cancer care for patients of African ancestry. SIGNIFICANCE: Childhood cancer survivors of African ancestry are at higher risk of cardiomyopathy than those of European ancestry, and a novel locus at 1p13.2 is associated with therapy-related cardiomyopathy specifically in African-American survivors.See related commentary by Brown and Richard, p. 2272.
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Affiliation(s)
- Yadav Sapkota
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.
| | - Na Qin
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Matthew J Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.,Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Yan Chen
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Carmen L Wilson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Jeremie Estepp
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Parul Rai
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Paul W Burridge
- Department of Pharmacology and Center for Pharmacogenomics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - John L Jefferies
- Division of Cardiovascular Diseases, The University of Tennessee Heath Science Center, Memphis, Tennessee
| | - Jinghui Zhang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Daniel A Mulrooney
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
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Abstract
Inflammatory cardiomyopathy, characterized by inflammatory cell infiltration into the myocardium and a high risk of deteriorating cardiac function, has a heterogeneous aetiology. Inflammatory cardiomyopathy is predominantly mediated by viral infection, but can also be induced by bacterial, protozoal or fungal infections as well as a wide variety of toxic substances and drugs and systemic immune-mediated diseases. Despite extensive research, inflammatory cardiomyopathy complicated by left ventricular dysfunction, heart failure or arrhythmia is associated with a poor prognosis. At present, the reason why some patients recover without residual myocardial injury whereas others develop dilated cardiomyopathy is unclear. The relative roles of the pathogen, host genomics and environmental factors in disease progression and healing are still under discussion, including which viruses are active inducers and which are only bystanders. As a consequence, treatment strategies are not well established. In this Review, we summarize and evaluate the available evidence on the pathogenesis, diagnosis and treatment of myocarditis and inflammatory cardiomyopathy, with a special focus on virus-induced and virus-associated myocarditis. Furthermore, we identify knowledge gaps, appraise the available experimental models and propose future directions for the field. The current knowledge and open questions regarding the cardiovascular effects associated with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection are also discussed. This Review is the result of scientific cooperation of members of the Heart Failure Association of the ESC, the Heart Failure Society of America and the Japanese Heart Failure Society.
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43
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Abstract
PURPOSE OF REVIEW Dilated cardiomyopathy (DCM) frequently involves an underlying genetic etiology, but the clinical approach for genetic diagnosis and application of results in clinical practice can be complex. RECENT FINDINGS International sequence databases described the landscape of genetic variability across populations, which informed guidelines for the interpretation of DCM gene variants. New evidence indicates that loss-of-function mutations in filamin C (FLNC) contribute to DCM and portend high risk of ventricular arrhythmia. A clinical framework aids in referring patients for DCM genetic testing and applying results to patient care. Results of genetic testing can change medical management, particularly in a subset of genes that increase risk for life-threatening ventricular arrhythmias, and can influence decisions for defibrillator therapy. Clinical screening and cascade genetic testing of family members should be diligently pursued to identify those at risk of developing DCM.
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Affiliation(s)
- Lisa D Wilsbacher
- Feinberg Cardiovascular and Renal Research Institute, Northwestern University Feinberg School of Medicine, Simpson Querrey Biomedical Research Center 8-404, 303 E. Superior St, Chicago, IL, 60611, USA.
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
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44
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Abstract
PURPOSE OF REVIEW The purpose of this review is to provide an update on the recent advances in the genetics and genomics of dilated cardiomyopathy and heart failure. RECENT FINDINGS Over the last decade, the approach to the discovery of the genetic contribution to heart failure has evolved from investigation of rare variants implicated in Mendelian cardiomyopathies through linkage studies and candidate gene studies to the exploration of the contribution of common variants through large-scale genome-wide association and genome-first studies. The combination and integration of multiple of case-control heart failure cohorts, refinement of the heart failure phenotype, and utilization of large biobanks linked to electronic health records have advanced the understanding of the heritability of heart failure.
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Affiliation(s)
- Nosheen Reza
- Center for Inherited Cardiovascular Disease, Division of Cardiovascular Medicine, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, 11 South Tower, Room 11-145 3400 Civic Center Boulevard, Philadelphia, PA, 19104, USA.
| | - Anjali Tiku Owens
- Center for Inherited Cardiovascular Disease, Division of Cardiovascular Medicine, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, 11 South Tower, Room 11-145 3400 Civic Center Boulevard, Philadelphia, PA, 19104, USA
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45
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Verweij N, Benjamins JW, Morley MP, van de Vegte YJ, Teumer A, Trenkwalder T, Reinhard W, Cappola TP, van der Harst P. The Genetic Makeup of the Electrocardiogram. Cell Syst 2020; 11:229-238.e5. [PMID: 32916098 DOI: 10.1016/j.cels.2020.08.005] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 05/27/2020] [Accepted: 08/06/2020] [Indexed: 12/11/2022]
Abstract
The electrocardiogram (ECG) is one of the most useful non-invasive diagnostic tests for a wide array of cardiac disorders. Traditional approaches to analyzing ECGs focus on individual segments. Here, we performed comprehensive deep phenotyping of 77,190 ECGs in the UK Biobank across the complete cycle of cardiac conduction, resulting in 500 spatial-temporal datapoints, across 10 million genetic variants. In addition to characterizing polygenic risk scores for the traditional ECG segments, we identified over 300 genetic loci that are statistically associated with the high-dimensional representation of the ECG. We established the genetic ECG signature for dilated cardiomyopathy, associated the BAG3, HSPB7/CLCNKA, PRKCA, TMEM43, and OBSCN loci with disease risk and confirmed this association in an independent cohort. In total, our work demonstrates that a high-dimensional analysis of the entire ECG provides unique opportunities for studying cardiac biology and disease and furthering drug development. A record of this paper's transparent peer review process is included in the Supplemental Information.
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Affiliation(s)
- Niek Verweij
- University of Groningen, University Medical Center Groningen, Department of Cardiology, Groningen, the Netherlands; Genomics plc, Oxford, UK.
| | - Jan-Walter Benjamins
- University of Groningen, University Medical Center Groningen, Department of Cardiology, Groningen, the Netherlands
| | - Michael P Morley
- Cardiovascular Institute, Perelman School of Medicine , University of Pennsylvania, Philadelphia, USA
| | - Yordi J van de Vegte
- University of Groningen, University Medical Center Groningen, Department of Cardiology, Groningen, the Netherlands
| | - Alexander Teumer
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany; DZHK (German Center for Cardiovascular Research), partner site Greifswald, Greifswald, Germany
| | - Teresa Trenkwalder
- Klinik für Herz- und Kreislauferkrankungen, Deutsches Herzzentrum München, Technical University Munich, Munich, Germany; DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance, Munich, Germany
| | - Wibke Reinhard
- Klinik für Herz- und Kreislauferkrankungen, Deutsches Herzzentrum München, Technical University Munich, Munich, Germany
| | - Thomas P Cappola
- Division of Cardiovascular Medicine at the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
| | - Pim van der Harst
- University of Groningen, University Medical Center Groningen, Department of Cardiology, Groningen, the Netherlands; Department of Cardiology, Heart and Lung Division, University Medical Center Utrecht, Utrecht, the Netherlands
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46
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Tan WLW, Anene-Nzelu CG, Wong E, Lee CJM, Tan HS, Tang SJ, Perrin A, Wu KX, Zheng W, Ashburn RJ, Pan B, Lee MY, Autio MI, Morley MP, Tam WL, Cheung C, Margulies KB, Chen L, Cappola TP, Loh M, Chambers J, Prabhakar S, Foo RSY. Epigenomes of Human Hearts Reveal New Genetic Variants Relevant for Cardiac Disease and Phenotype. Circ Res 2020; 127:761-777. [PMID: 32529949 DOI: 10.1161/circresaha.120.317254] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
RATIONALE Identifying genetic markers for heterogeneous complex diseases such as heart failure is challenging and requires prohibitively large cohort sizes in genome-wide association studies to meet the stringent threshold of genome-wide statistical significance. On the other hand, chromatin quantitative trait loci, elucidated by direct epigenetic profiling of specific human tissues, may contribute toward prioritizing subthreshold variants for disease association. OBJECTIVE Here, we captured noncoding genetic variants by performing epigenetic profiling for enhancer H3K27ac chromatin immunoprecipitation followed by sequencing in 70 human control and end-stage failing hearts. METHODS AND RESULTS We have mapped a comprehensive catalog of 47 321 putative human heart enhancers and promoters. Three thousand eight hundred ninety-seven differential acetylation peaks (FDR [false discovery rate], 5%) pointed to pathways altered in heart failure. To identify cardiac histone acetylation quantitative trait loci (haQTLs), we regressed out confounding factors including heart failure disease status and used the G-SCI (Genotype-independent Signal Correlation and Imbalance) test1 to call out 1680 haQTLs (FDR, 10%). RNA sequencing performed on the same heart samples proved a subset of haQTLs to have significant association also to gene expression (expression quantitative trait loci), either in cis (180) or through long-range interactions (81), identified by Hi-C (high-throughput chromatin conformation assay) and HiChIP (high-throughput protein centric chromatin) performed on a subset of hearts. Furthermore, a concordant relationship between the gain or disruption of TF (transcription factor)-binding motifs, inferred from alternative alleles at the haQTLs, implied a surprising direct association between these specific TF and local histone acetylation in human hearts. Finally, 62 unique loci were identified by colocalization of haQTLs with the subthreshold loci of heart-related genome-wide association studies datasets. CONCLUSIONS Disease and phenotype association for 62 unique loci are now implicated. These loci may indeed mediate their effect through modification of enhancer H3K27 acetylation enrichment and their corresponding gene expression differences (bioRxiv: https://doi.org/10.1101/536763). Graphical Abstract: A graphical abstract is available for this article.
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Affiliation(s)
- Wilson Lek Wen Tan
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Chukwuemeka George Anene-Nzelu
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Eleanor Wong
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Chang Jie Mick Lee
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Hui San Tan
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Sze Jing Tang
- Cancer Science Institute of Singapore, National University of Singapore (S.J.T., W.L.T., L.C.)
| | - Arnaud Perrin
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Kan Xing Wu
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore (K.X.W., C.C., M.L., J.C.)
| | - Wenhao Zheng
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Robert John Ashburn
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Bangfen Pan
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - May Yin Lee
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Matias Ilmari Autio
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Michael P Morley
- Cardiovascular Institute, Perlman School of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia (M.P.M., K.B.M., T.P.C.)
| | - Wai Leong Tam
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
- Cancer Science Institute of Singapore, National University of Singapore (S.J.T., W.L.T., L.C.)
| | - Christine Cheung
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore (K.X.W., C.C., M.L., J.C.)
- Institute of Molecular and Cell Biology, Singapore (C.C.)
| | - Kenneth B Margulies
- Cardiovascular Institute, Perlman School of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia (M.P.M., K.B.M., T.P.C.)
| | - Leilei Chen
- Cancer Science Institute of Singapore, National University of Singapore (S.J.T., W.L.T., L.C.)
| | - Thomas P Cappola
- Cardiovascular Institute, Perlman School of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia (M.P.M., K.B.M., T.P.C.)
| | - Marie Loh
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore (K.X.W., C.C., M.L., J.C.)
- Epidemiology and Biostatistics, Imperial College London (M.L., J.C.), United Kingdom
- Imperial College Healthcare NHS Trust, London, United Kingdom (M.L., J.C.)
| | - John Chambers
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore (K.X.W., C.C., M.L., J.C.)
- Epidemiology and Biostatistics, Imperial College London (M.L., J.C.), United Kingdom
- Cardiology, Ealing Hospital, London North West Healthcare NHS Trust, United Kingdom (J.C.)
- Imperial College Healthcare NHS Trust, London, United Kingdom (M.L., J.C.)
| | - Shyam Prabhakar
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
| | - Roger S Y Foo
- From the Cardiovascular Research Institute, National University Health System, Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., B.P., M.I.A., R.S.Y.F.)
- Genome Institute of Singapore (W.L.W.T., C.G.A.-N., E.W., C.J.M.L., H.S.T., A.P., Z.W., R.J.A., B.P., L.M.Y., M.I.A., W.L.T., S.P., R.S.Y.F.)
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47
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Villar D, Frost S, Deloukas P, Tinker A. The contribution of non-coding regulatory elements to cardiovascular disease. Open Biol 2020; 10:200088. [PMID: 32603637 PMCID: PMC7574544 DOI: 10.1098/rsob.200088] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 06/08/2020] [Indexed: 12/17/2022] Open
Abstract
Cardiovascular disease collectively accounts for a quarter of deaths worldwide. Genome-wide association studies across a range of cardiovascular traits and pathologies have highlighted the prevalence of common non-coding genetic variants within candidate loci. Here, we review genetic, epigenomic and molecular approaches to investigate the contribution of non-coding regulatory elements in cardiovascular biology. We then discuss recent insights on the emerging role of non-coding variation in predisposition to cardiovascular disease, with a focus on novel mechanistic examples from functional genomics studies. Lastly, we consider the clinical significance of these findings at present, and some of the current challenges facing the field.
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Affiliation(s)
- Diego Villar
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, 4 Newark Street, London E1 2AT, UK
| | - Stephanie Frost
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, 4 Newark Street, London E1 2AT, UK
| | - Panos Deloukas
- William Harvey Research Institute, Heart Centre, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Andrew Tinker
- William Harvey Research Institute, Heart Centre, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
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48
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Steffens S, Van Linthout S, Sluijter JPG, Tocchetti CG, Thum T, Madonna R. Stimulating pro-reparative immune responses to prevent adverse cardiac remodelling: consensus document from the joint 2019 meeting of the ESC Working Groups of cellular biology of the heart and myocardial function. Cardiovasc Res 2020; 116:1850-1862. [DOI: 10.1093/cvr/cvaa137] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 03/31/2020] [Accepted: 05/05/2020] [Indexed: 12/14/2022] Open
Abstract
Abstract
Cardiac injury may have multiple causes, including ischaemic, non-ischaemic, autoimmune, and infectious triggers. Independent of the underlying pathophysiology, cardiac tissue damage induces an inflammatory response to initiate repair processes. Immune cells are recruited to the heart to remove dead cardiomyocytes, which is essential for cardiac healing. Insufficient clearance of dying cardiomyocytes after myocardial infarction (MI) has been shown to promote unfavourable cardiac remodelling, which may result in heart failure (HF). Although immune cells are integral key players of cardiac healing, an unbalanced or unresolved immune reaction aggravates tissue damage that triggers maladaptive remodelling and HF. Neutrophils and macrophages are involved in both, inflammatory as well as reparative processes. Stimulating the resolution of cardiac inflammation seems to be an attractive therapeutic strategy to prevent adverse remodelling. Along with numerous experimental studies, the promising outcomes from recent clinical trials testing canakinumab or colchicine in patients with MI are boosting the interest in novel therapies targeting inflammation in cardiovascular disease patients. The aim of this review is to discuss recent experimental studies that provide new insights into the signalling pathways and local regulators within the cardiac microenvironment promoting the resolution of inflammation and tissue regeneration. We will cover ischaemia- and non-ischaemic-induced as well as infection-related cardiac remodelling and address potential targets to prevent adverse cardiac remodelling.
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Affiliation(s)
- Sabine Steffens
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität, Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany
| | - Sophie Van Linthout
- Berlin Institute of Health Center for Regenerative Therapies (BCRT), Charité, University Medicine Berlin, Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Berlin, Germany
| | - Joost P G Sluijter
- Department of Cardiology, Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands
- Regenerative Medicine Center, Circulatory Health Laboratory, University Medical Center Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Carlo Gabriele Tocchetti
- Department of Translational Medical Sciences and Interdepartmental Center of Clinical and Translational Sciences (CIRCET), Federico II University, Naples, Italy
| | - Thomas Thum
- Institute for Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
| | - Rosalinda Madonna
- Institute of Cardiology, University of Pisa, Via Paradisa, Pisa 56124, Italy
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49
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Pirruccello JP, Bick A, Wang M, Chaffin M, Friedman S, Yao J, Guo X, Venkatesh BA, Taylor KD, Post WS, Rich S, Lima JAC, Rotter JI, Philippakis A, Lubitz SA, Ellinor PT, Khera AV, Kathiresan S, Aragam KG. Analysis of cardiac magnetic resonance imaging in 36,000 individuals yields genetic insights into dilated cardiomyopathy. Nat Commun 2020; 11:2254. [PMID: 32382064 PMCID: PMC7206184 DOI: 10.1038/s41467-020-15823-7] [Citation(s) in RCA: 107] [Impact Index Per Article: 26.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 03/18/2020] [Indexed: 01/09/2023] Open
Abstract
Dilated cardiomyopathy (DCM) is an important cause of heart failure and the leading indication for heart transplantation. Many rare genetic variants have been associated with DCM, but common variant studies of the disease have yielded few associated loci. As structural changes in the heart are a defining feature of DCM, we report a genome-wide association study of cardiac magnetic resonance imaging (MRI)-derived left ventricular measurements in 36,041 UK Biobank participants, with replication in 2184 participants from the Multi-Ethnic Study of Atherosclerosis. We identify 45 previously unreported loci associated with cardiac structure and function, many near well-established genes for Mendelian cardiomyopathies. A polygenic score of MRI-derived left ventricular end systolic volume strongly associates with incident DCM in the general population. Even among carriers of TTN truncating mutations, this polygenic score influences the size and function of the human heart. These results further implicate common genetic polymorphisms in the pathogenesis of DCM.
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Affiliation(s)
- James P Pirruccello
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
| | - Alexander Bick
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Minxian Wang
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
| | - Mark Chaffin
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
| | | | - Jie Yao
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Xiuqing Guo
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, CA, USA
| | | | - Kent D Taylor
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Wendy S Post
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MA, USA
- Department of Medicine, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MA, USA
| | - Stephen Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Joao A C Lima
- Department of Radiology, Johns Hopkins University, Baltimore, MA, USA
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MA, USA
| | - Jerome I Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Anthony Philippakis
- Data Sciences Platform, Broad Institute, Cambridge, MA, USA
- GV, Mountain View, CA, USA
| | - Steven A Lubitz
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Patrick T Ellinor
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Amit V Khera
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Sekar Kathiresan
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Verve Therapeutics, Cambridge, MA, USA
| | - Krishna G Aragam
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA.
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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50
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Ameri P, Schiattarella GG, Crotti L, Torchio M, Bertero E, Rodolico D, Forte M, Di Mauro V, Paolillo R, Chimenti C, Torella D, Catalucci D, Sciarretta S, Basso C, Indolfi C, Perrino C. Novel Basic Science Insights to Improve the Management of Heart Failure: Review of the Working Group on Cellular and Molecular Biology of the Heart of the Italian Society of Cardiology. Int J Mol Sci 2020; 21:ijms21041192. [PMID: 32054029 PMCID: PMC7072832 DOI: 10.3390/ijms21041192] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Revised: 02/04/2020] [Accepted: 02/07/2020] [Indexed: 12/12/2022] Open
Abstract
Despite important advances in diagnosis and treatment, heart failure (HF) remains a syndrome with substantial morbidity and dismal prognosis. Although implementation and optimization of existing technologies and drugs may lead to better management of HF, new or alternative strategies are desirable. In this regard, basic science is expected to give fundamental inputs, by expanding the knowledge of the pathways underlying HF development and progression, identifying approaches that may improve HF detection and prognostic stratification, and finding novel treatments. Here, we discuss recent basic science insights that encompass major areas of translational research in HF and have high potential clinical impact.
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Affiliation(s)
- Pietro Ameri
- IRCCS Ospedale Policlinico San Martino—IRCCS Italian Cardiovascular Network & Department of Internal Medicine, University of Genova, 16132 Genova, Italy;
| | | | - Lia Crotti
- Istituto Auxologico Italiano, IRCCS, Department of Cardiovascular, Neural and Metabolic Sciences, San Luca Hospital, 20149 Milan, Italy;
- Department of Medicine and Surgery, University of Milano-Bicocca, 20126 Milan, Italy
| | - Margherita Torchio
- Istituto Auxologico Italiano, IRCCS, Istituto Auxologico Italiano, Center for Cardiac Arrhythmias of Genetic Origin, and Laboratory of Cardiovascular Genetics, 20095 Milan, Italy;
| | - Edoardo Bertero
- Comprehensive Heart Failure Center (CHFC), University Clinic Würzburg, 97078 Würzburg, Germany;
| | - Daniele Rodolico
- Agostino Gemelli Medical School, Catholic University of the Sacred Heart, 00168 Rome, Italy;
| | - Maurizio Forte
- Department of AngioCardioNeurology, IRCCS Neuromed, 86077 Pozzili, Italy; (M.F.); (S.S.)
| | - Vittoria Di Mauro
- National Research Council (CNR) Institute of Genetics & Biomedical Research, Milan Unit, 20138 Milan, Italy; (V.D.M.); (D.C.)
- Humanitas Clinical and Research Hospital, 20090 Rozzano (MI), Italy
| | - Roberta Paolillo
- Department of Advanced Biomedical Sciences, Federico II University, 80131 Naples, Italy;
| | - Cristina Chimenti
- Department of Cardiovascular, Respiratory, Nephrologic, and Geriatric Sciences, Sapienza University of Rome, 00100 Rome, Italy;
| | - Daniele Torella
- Molecular and Cellular Cardiology Laboratory, Department of Experimental and Clinical Medicine, Magna Graecia University, 88100 Catanzaro, Italy;
| | - Daniele Catalucci
- National Research Council (CNR) Institute of Genetics & Biomedical Research, Milan Unit, 20138 Milan, Italy; (V.D.M.); (D.C.)
- Humanitas Clinical and Research Hospital, 20090 Rozzano (MI), Italy
| | - Sebastiano Sciarretta
- Department of AngioCardioNeurology, IRCCS Neuromed, 86077 Pozzili, Italy; (M.F.); (S.S.)
- Department of Medical and Surgical Sciences and Biotechnologies, Sapienza University of Rome, 04100 Latina, Italy
| | - Cristina Basso
- Cardiovascular Pathology, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35121 Padua, Italy;
| | - Ciro Indolfi
- Division of Cardiology, Department of Medical and Surgical Sciences & Center of Cardiovascular Research, Magna Graecia University, 88100 Catanzaro, Italy;
- URT-CNR, Magna Graecia University, 88100 Catanzaro, Italy
| | - Cinzia Perrino
- Department of Advanced Biomedical Sciences, Federico II University, 80131 Naples, Italy;
- Correspondence:
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