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Landfeldt E, Alemán A, Abner S, Zhang R, Werner C, Tomazos I, Lochmüller H, Quinlivan RM, Wahbi K. Predictors of cardiac disease in duchenne muscular dystrophy: a systematic review and evidence grading. Orphanet J Rare Dis 2024; 19:359. [PMID: 39342355 PMCID: PMC11439250 DOI: 10.1186/s13023-024-03372-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 09/18/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND Duchenne muscular dystrophy (DMD) is a rare disease that causes progressive muscle degeneration resulting in life-threatening cardiac complications. The objective of this systematic literature review was to describe and grade the published evidence of predictors of cardiac disease in DMD. METHODS The review encompassed searches of Embase, MEDLINE ALL, and the Cochrane Database of Systematic Reviews from January 1, 2000, to December 31, 2022, for predictors of cardiac disease in DMD. The certainty of evidence (i.e., very low to high) was assessed using the Grading of Recommendations, Assessment, Development and Evaluations (GRADE) framework. RESULTS We included 33 publications encompassing 9,232 patients with DMD. We found moderate- to high-quality evidence that cardiac medication (i.e., ACE inhibitors [enalapril and perindopril], β-blockers [carvedilol], and mineralocorticoid receptor antagonists [eplerenone]) are significantly associated with preserved left ventricular ejection fraction (LVEF), left ventricular end-systolic volume (LVESV), and left ventricular circumferential strain (LVCS). DMD mutations in exons 51 and 52 were found to be significantly associated with lower risk of cardiomyopathy; deletions treatable by exon 53 skipping and mutations in the Dp116 coding region with improved LVEF and prolonged cardiac dysfunction-free survival; and exons 45-50 and 52 with early left ventricular systolic dysfunction (low/very low-quality evidence). We found high-quality evidence that glucocorticoids (deflazacort) are significantly associated with preserved LVEF and improved fractional shortening (FS), and low-quality evidence that glucocorticoids (deflazacort, prednisone, and/or prednisolone) are associated with improved ejection fraction (EF) and lower risk of cardiomyopathy, ventricular dysfunction, and heart failure-related mortality. Full-time mechanical ventilation was found to be significantly correlated with LVEF (low-quality evidence), muscle strength with FS (low-quality evidence), and genetic modifiers (i.e., LTBP4 rs10880 and ACTN3) with LVEF, lower risk of cardiomyopathy and left ventricular dilation (low-quality evidence). CONCLUSION Several sources of cardiac disease heterogeneity are well-studied in patients with DMD. Yet, the certainty of evidence is generally low, and little is known of the contribution of non-pharmacological interventions, as well as the impact of different criteria for initiation of specific treatments. Our findings help raise awareness of prevailing unmet needs, shape expectations of treatment outcomes, and inform the design of future research.
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Affiliation(s)
- Erik Landfeldt
- IQVIA, Pyramidvägen 7, 169 56, Solna, Stockholm, Sweden.
| | - Alberto Alemán
- Division of Neurology, Department of Pediatrics, Children's Hospital of Eastern Ontario, Research Institute, University of Ottawa, Ottawa, ON, Canada
- Division of Neurology, Department of Medicine, The Ottawa Hospital, Brain and Mind Research Institute, University of Ottawa, Ottawa, Canada
| | | | | | | | | | - Hanns Lochmüller
- Division of Neurology, Department of Pediatrics, Children's Hospital of Eastern Ontario, Research Institute, University of Ottawa, Ottawa, ON, Canada
- Division of Neurology, Department of Medicine, The Ottawa Hospital, Brain and Mind Research Institute, University of Ottawa, Ottawa, Canada
- Department of Neuropediatrics and Muscle Disorders, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Ros M Quinlivan
- Centre for Neuromuscular Diseases, UCL Institute of Neurology, National Hospital, London, UK
| | - Karim Wahbi
- Cardiology Department, AP-HP, Cochin Hospital, Paris, France
- Université de Paris, Paris, France
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Saxena H, Weintraub NL, Tang Y. Potential Therapeutic Targets for Hypotension in Duchenne Muscular Dystrophy. Med Hypotheses 2024; 185:111318. [PMID: 38585412 PMCID: PMC10993928 DOI: 10.1016/j.mehy.2024.111318] [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] [Indexed: 04/09/2024]
Abstract
Duchenne Muscular Dystrophy (DMD) is marked by genetic mutations occurring in the DMD gene, which is widely expressed in the cardiovascular system. In addition to developing cardiomyopathy, patients with DMD have been reported to be susceptible to the development of symptomatic hypotension, although the mechanisms are unclear. Analysis of single-cell RNA sequencing data has identified potassium voltage-gated channel subfamily Q member 5 (KCNQ5) and possibly ryanodine receptor 2 (RyR2) as potential candidate hypotension genes whose expression is significantly upregulated in the vascular smooth muscle cells of DMD mutant mice. We hypothesize that heightened KCNQ5 and RyR2 expression contributes to decreased arterial blood pressure in patients with DMD. Exploring pharmacological approaches to inhibit the KCNQ5 and RyR2 channels holds promise in managing the systemic hypotension observed in individuals with DMD. This avenue of investigation presents new prospects for improving clinical outcomes for these patients.
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Affiliation(s)
- Harshi Saxena
- Vascular Biology Center, Department of Medicine, Medical College of Georgia at Augusta University, 1460 Laney Walker Blvd, Augusta, GA 30912, USA
| | - Neal L Weintraub
- Vascular Biology Center, Department of Medicine, Medical College of Georgia at Augusta University, 1460 Laney Walker Blvd, Augusta, GA 30912, USA
| | - Yaoliang Tang
- Vascular Biology Center, Department of Medicine, Medical College of Georgia at Augusta University, 1460 Laney Walker Blvd, Augusta, GA 30912, USA
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Bourke J, Turner C, Bradlow W, Chikermane A, Coats C, Fenton M, Ilina M, Johnson A, Kapetanakis S, Kuhwald L, Morley-Davies A, Quinlivan R, Savvatis K, Schiava M, Yousef Z, Guglieri M. Cardiac care of children with dystrophinopathy and females carrying DMD-gene variations. Open Heart 2022; 9:e001977. [PMID: 36252992 PMCID: PMC9577913 DOI: 10.1136/openhrt-2022-001977] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 09/26/2022] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE We provide succinct, evidence-based and/or consensus-based best practice guidance for the cardiac care of children living with Duchenne muscular dystrophy (DMD) as well as recommendations for screening and management of female carriers of mutations in the DMD-gene. METHODS Initiated by an expert working group of UK-based cardiologists, neuromuscular clinicians and DMD-patient representatives, draft guidelines were created based on published evidence, current practice and expert opinion. After wider consultation with UK-cardiologists, consensus was reached on these best-practice recommendations for cardiac care in DMD. RESULTS The resulting recommendations are presented in the form of a succinct care pathway flow chart with brief justification. The guidance signposts evidence on which they are based and acknowledges where there have been differences in opinion. Guidelines for cardiac care of patients with more advanced cardiac dystrophinopathy at any age have also been considered, based on the previous published work of Quinlivan et al and are presented here in a similar format. The recommendations have been endorsed by the British Cardiovascular Society. CONCLUSION These guidelines provide succinct, reasoned recommendations for all those managing paediatric patients with early or advanced stages of cardiomyopathy as well as females with cardiac dystrophinopathy. The hope is that this will result in more uniform delivery of high standards of care for children with cardiac dystrophinopathy, so improving heart health into adulthood through timely earlier interventions across the UK.
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Affiliation(s)
- John Bourke
- Department of Cardiology, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
- John Walton Muscular Dystrophy Research Centre, Newcastle University, Newcastle upon Tyne, UK
| | - Cathy Turner
- John Walton Muscular Dystrophy Research Centre, Newcastle University, Newcastle upon Tyne, UK
| | - William Bradlow
- Department of Paediatric Cardiology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Ashish Chikermane
- Department of Cardiology, Birmingham Children's Hospital, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Caroline Coats
- Department of Cardiology, NHS Greater Glasgow and Clyde, Glasgow, UK
| | - Matthew Fenton
- Department of Paediatric Cardiology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Maria Ilina
- Scottish Paediatric Cardiac Services, Royal Hospital for Children, Glasgow, UK
| | | | - Stam Kapetanakis
- Department of Cardiology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | | | - Adrian Morley-Davies
- Department of Cardiology, University Hospitals of North Midlands NHS Trust, Stoke-on-Trent, UK
| | - Ros Quinlivan
- Department of Neuromuscular Disease, National Hospital for Neurology and Neurosurgery, London, UK
- Institute of Neurology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Konstantinos Savvatis
- Institute of Neurology, University College London Hospitals NHS Foundation Trust, London, UK
- Barts Heart Centre, Saint Bartholomew's Hospital Barts Heart Centre, London, UK
| | - Marianela Schiava
- John Walton Muscular Dystrophy Research Centre, Newcastle University, Newcastle upon Tyne, UK
| | - Zaheer Yousef
- Department of Cardiology, Cardiff and Vale University Health Board, Cardiff, UK
| | - Michela Guglieri
- John Walton Muscular Dystrophy Research Centre, Newcastle University, Newcastle upon Tyne, UK
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Ferizovic N, Summers J, de Zárate IBO, Werner C, Jiang J, Landfeldt E, Buesch K. Prognostic indicators of disease progression in Duchenne muscular dystrophy: A literature review and evidence synthesis. PLoS One 2022; 17:e0265879. [PMID: 35333888 PMCID: PMC8956179 DOI: 10.1371/journal.pone.0265879] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 03/09/2022] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Duchenne muscular dystrophy (DMD) is a rare, severely debilitating, and fatal neuromuscular disease characterized by progressive muscle degeneration. Like in many orphan diseases, randomized controlled trials are uncommon in DMD, resulting in the need to indirectly compare treatment effects, for example by pooling individual patient-level data from multiple sources. However, to derive reliable estimates, it is necessary to ensure that the samples considered are comparable with respect to factors significantly affecting the clinical progression of the disease. To help inform such analyses, the objective of this study was to review and synthesise published evidence of prognostic indicators of disease progression in DMD. We searched MEDLINE (via Ovid), Embase (via Ovid) and the Cochrane Library (via Wiley) for records published from inception up until April 23 2021, reporting evidence of prognostic indicators of disease progression in DMD. Risk of bias was established with the grading system of the Centre for Evidence-Based Medicine (CEBM). RESULTS Our search included 135 studies involving 25,610 patients from 18 countries across six continents (Africa, Asia, Australia, Europe, North America and South America). We identified a total of 23 prognostic indicators of disease progression in DMD, namely age at diagnosis, age at onset of symptoms, ataluren treatment, ATL1102, BMI, cardiac medication, DMD genetic modifiers, DMD mutation type, drisapersen, edasalonexent, eteplirsen, glucocorticoid exposure, height, idebenone, lower limb surgery, orthoses, oxandrolone, spinal surgery, TAS-205, vamorolone, vitlolarsen, ventilation support, and weight. Of these, cardiac medication, DMD genetic modifiers, DMD mutation type, and glucocorticoid exposure were designated core prognostic indicators, each supported by a high level of evidence and significantly affecting a wide range of clinical outcomes. CONCLUSION This study provides a current summary of prognostic indicators of disease progression in DMD, which will help inform the design of comparative analyses and future data collection initiatives in this patient population.
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Affiliation(s)
- Nermina Ferizovic
- MAP BioPharma Ltd, Cambridge, England, United Kingdom
- BresMed Health Solutions, Sheffield, England, United Kingdom
| | | | | | | | - Joel Jiang
- PTC Therapeutics, South Plainfield, New Jersey, United States of America
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Cardiac Complications of Neuromuscular Disorders. Neuromuscul Disord 2022. [DOI: 10.1016/b978-0-323-71317-7.00003-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Bourke JP, Watson G, Spinty S, Bryant A, Roper H, Chadwick T, Wood R, McColl E, Bushby K, Muntoni F, Guglieri M. Preventing Cardiomyopathy in DMD: A Randomized Placebo-Controlled Drug Trial. Neurol Clin Pract 2021; 11:e661-e668. [PMID: 34840880 DOI: 10.1212/cpj.0000000000001023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Accepted: 11/06/2020] [Indexed: 12/28/2022]
Abstract
Objective To determine whether a combination of 2 heart medications would be tolerated and could prevent/delay the onset of cardiomyopathy in boys with Duchenne muscular dystrophy (DMD) compared with placebo. Methods This multicenter, parallel group, 1:1 patient randomized, placebo-controlled study of prophylactic perindopril and bisoprolol recruited boys with DMD aged 5-13 years, with normal ventricular function. Repeat assessments of left ventricular (LV) function, electrocardiogram, and adverse event reporting were performed 6 monthly. The primary outcome was change in ejection fraction between arms after 36 months. The study was approved by the National Research Ethics Service Committee East Midlands-Derby. Results Eighty-five boys were recruited (76% on steroid therapy) and randomized to combination heart drugs or matched placebo. Group change in left ventricular ejection fraction (LVEF%) at 36 months from baseline was -2.2% ± 6.0% and -2.9% ± 6.1% in active and placebo arms (adjusted mean difference: -2.1, 95% CI -5.2 to 1.1). There was no difference between treatment arms over repeated assessments (analysis of variance) up to 36 months (trial arms p = 0.53); arm-over-time (p = 0.44). Four participants on placebo but none on active therapy were withdrawn due to deteriorations in LV function. Secondary outcomes did not differ between arms either. Thirty-six serious adverse events occurred none due to cardiac events or trial medication. Conclusions Combination therapy was well tolerated. Consistent with the previous prophylactic perindopril heart study, there was no evidence of group benefit after 36-month treatment. Classification of Evidence This study provides Class I evidence that combination perindopril-bisoprolol therapy was well tolerated but did not change decline in LVEF significantly in boys with DMD.
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Affiliation(s)
- John P Bourke
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Gillian Watson
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Stefan Spinty
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Andrew Bryant
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Helen Roper
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Thomas Chadwick
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Ruth Wood
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Elaine McColl
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Kate Bushby
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Francesco Muntoni
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
| | - Michela Guglieri
- Department of Cardiology (JPB), Freeman Hospital, NUTH NHS Hospitals Foundation Trust; Clinical Trials Unit (MC, RW), Newcastle University, Newcastle upon Tyne; Department of Paediatric Neurology (SS), Alder Hey Children's NHS Foundation Trust, Liverpool; Population Health Sciences Institute (AB, TC, EM), Newcastle University, Newcastle upon Tyne; Department of Paediatrics (HR), Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust; John Walton Muscular Dystrophy Research Centre (KB, MG), Newcastle University and Newcastle upon Tyne, NHS Hospitals Foundation Trust, Newcastle upon Tyne; and NIHR Great Ormond Street Hospital Biomedical Research Centre (FM), Great Ormond Street Institute of Child Health, University College London, & Great Ormond Street Hospital Trust, UK
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Mareedu S, Million ED, Duan D, Babu GJ. Abnormal Calcium Handling in Duchenne Muscular Dystrophy: Mechanisms and Potential Therapies. Front Physiol 2021; 12:647010. [PMID: 33897454 PMCID: PMC8063049 DOI: 10.3389/fphys.2021.647010] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 03/02/2021] [Indexed: 12/18/2022] Open
Abstract
Duchenne muscular dystrophy (DMD) is an X-linked muscle-wasting disease caused by the loss of dystrophin. DMD is associated with muscle degeneration, necrosis, inflammation, fatty replacement, and fibrosis, resulting in muscle weakness, respiratory and cardiac failure, and premature death. There is no curative treatment. Investigations on disease-causing mechanisms offer an opportunity to identify new therapeutic targets to treat DMD. An abnormal elevation of the intracellular calcium (Cai2+) concentration in the dystrophin-deficient muscle is a major secondary event, which contributes to disease progression in DMD. Emerging studies have suggested that targeting Ca2+-handling proteins and/or mechanisms could be a promising therapeutic strategy for DMD. Here, we provide an updated overview of the mechanistic roles the sarcolemma, sarcoplasmic/endoplasmic reticulum, and mitochondria play in the abnormal and sustained elevation of Cai2+ levels and their involvement in DMD pathogenesis. We also discuss current approaches aimed at restoring Ca2+ homeostasis as potential therapies for DMD.
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Affiliation(s)
- Satvik Mareedu
- Department of Cell Biology and Molecular Medicine, New Jersey Medical School, Rutgers University, Newark, NJ, United States
| | - Emily D Million
- Department of Molecular Microbiology and Immunology, The University of Missouri, Columbia, MO, United States
| | - Dongsheng Duan
- Department of Molecular Microbiology and Immunology, The University of Missouri, Columbia, MO, United States.,Department of Biomedical, Biological & Chemical Engineering, The University of Missouri, Columbia, MO, United States
| | - Gopal J Babu
- Department of Cell Biology and Molecular Medicine, New Jersey Medical School, Rutgers University, Newark, NJ, United States
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Kipke J, Birnkrant DJ, Jin JB, Aneja A, Bahler RC. A systematic review of pharmacologic therapies for the cardiomyopathy of Duchenne muscular dystrophy. Pediatr Pulmonol 2021; 56:782-795. [PMID: 33621446 DOI: 10.1002/ppul.25261] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 12/09/2020] [Accepted: 12/29/2020] [Indexed: 12/30/2022]
Abstract
OBJECTIVE To perform a systematic review of studies evaluating pharmacologic therapies for the cardiomyopathy of Duchenne muscular dystrophy (DMD). METHODS PubMed, Google Scholar, and Embase were searched through October 8, 2020. Articles were selected using pre-determined criteria; 26 underwent detailed review by two co-authors. Study quality was assessed with the Newcastle-Ottawa scoring system (NOS); GRADE assessment evaluated their overall clinical importance. RESULTS There were few randomized controlled trials. Two of four trials of angiotensin converting enzyme inhibitors (ACEI) or ACEI plus beta-blockers (BB) found improved LV function. Two of two randomized trials of aldosterone antagonists (AA), when added to ACEI and BB therapy, demonstrated less decline of LV circumferential strain over 1 year of treatment. Observational studies of ACEI and BB had differing patient ages, symptomatology, cohort size, study duration and baseline heart function. LV function, assessed via unblinded imaging, was the most frequent outcome measure. LV dysfunction improved in some trials but was unconfirmed in others. Class IV heart failure patients had transient improvement of symptoms and LVEF. Most NOS scores reflected a low level of study quality. The Grade certainty rating, used for the summation of studies, was between "low" and "moderate." CONCLUSION Randomized trial evidence was inconsistent that either ACEI or BB or their combination improve LV function and/or alter progressive LV dysfunction. When ACEI and BB therapy are initiated for symptomatic Class IV heart failure, symptoms and LVEF improve transiently. AAs retard the rate of decline of LV function when initiated in younger DMD patients.
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Affiliation(s)
- Jasmine Kipke
- Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - David J Birnkrant
- Department of Pediatrics, Case Western Reserve University School of Medicine at MetroHealth Medical Center, Cleveland, Ohio, USA
| | - Justin B Jin
- Case Western Reserve University School of Medicine at MetroHealth Medical Center, Cleveland, Ohio, USA.,Department of Pediatric Cardiology, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Ashish Aneja
- Case Western Reserve University School of Medicine at MetroHealth Medical Center, Cleveland, Ohio, USA
| | - Robert C Bahler
- Case Western Reserve University School of Medicine at MetroHealth Medical Center, Cleveland, Ohio, USA
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Abstract
PURPOSE OF REVIEW Duchenne muscular dystrophy is one of many neuromuscular disorders, but it frequently causes severe disability early in life and early death. Cardiac involvement is an important cause of morbidity and mortality. RECENT FINDINGS Heart disease in Duchenne muscular dystrophy can include a cardiomyopathy leading to end-stage heart failure along with associated supraventricular and ventricular arrhythmias. This article reviews the diagnosis and treatment of heart disease in Duchenne muscular dystrophy as well as emerging therapies.
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Affiliation(s)
- Jeffrey A Shih
- University of Massachusetts, 55 Lake Avenue North, Worcester, MA, 01532, USA.
| | - Alejandro Folch
- University of Massachusetts, 55 Lake Avenue North, Worcester, MA, 01532, USA
| | - Brenda L Wong
- University of Massachusetts, 55 Lake Avenue North, Worcester, MA, 01532, USA
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10
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Rodriguez-Gonzalez M, Lubian-Gutierrez M, Cascales-Poyatos HM, Perez-Reviriego AA, Castellano-Martinez A. Role of the Renin-Angiotensin-Aldosterone System in Dystrophin-Deficient Cardiomyopathy. Int J Mol Sci 2020; 22:ijms22010356. [PMID: 33396334 PMCID: PMC7796305 DOI: 10.3390/ijms22010356] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 12/27/2020] [Accepted: 12/28/2020] [Indexed: 12/16/2022] Open
Abstract
Dystrophin-deficient cardiomyopathy (DDC) is currently the leading cause of death in patients with dystrophinopathies. Targeting myocardial fibrosis (MF) has become a major therapeutic goal in order to prevent the occurrence of DDC. We aimed to review and summarize the current evidence about the role of the renin-angiotensin-aldosterone system (RAAS) in the development and perpetuation of MF in DCC. We conducted a comprehensive search of peer-reviewed English literature on PubMed about this subject. We found increasing preclinical evidence from studies in animal models during the last 20 years pointing out a central role of RAAS in the development of MF in DDC. Local tissue RAAS acts directly mainly through its main fibrotic component angiotensin II (ANG2) and its transducer receptor (AT1R) and downstream TGF-b pathway. Additionally, it modulates the actions of most of the remaining pro-fibrotic factors involved in DDC. Despite limited clinical evidence, RAAS blockade constitutes the most studied, available and promising therapeutic strategy against MF and DDC. Conclusion: Based on the evidence reviewed, it would be recommendable to start RAAS blockade therapy through angiotensin converter enzyme inhibitors (ACEI) or AT1R blockers (ARBs) alone or in combination with mineralocorticoid receptor antagonists (MRa) at the youngest age after the diagnosis of dystrophinopathies, in order to delay the occurrence or slow the progression of MF, even before the detection of any cardiovascular alteration.
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Affiliation(s)
- Moises Rodriguez-Gonzalez
- Pediatric Cardiology Division of Puerta del Mar University Hospital, University of Cadiz, 11009 Cadiz, Spain
- Biomedical Research and Innovation Institute of Cadiz (INiBICA), Research Unit, Puerta del Mar University Hospital, University of Cadiz, 11009 Cadiz, Spain;
- Correspondence: ; Tel.: +34-956002700
| | - Manuel Lubian-Gutierrez
- Pediatric Neurology Division of Puerta del Mar University Hospital, University of Cadiz, 11009 Cadiz, Spain;
- Pediatric Division of Doctor Cayetano Roldan Primary Care Center, 11100 San Fernando, Spain
| | | | | | - Ana Castellano-Martinez
- Biomedical Research and Innovation Institute of Cadiz (INiBICA), Research Unit, Puerta del Mar University Hospital, University of Cadiz, 11009 Cadiz, Spain;
- Pediatric Nephrology Division of Puerta del Mar University Hospital, University of Cadiz, 11009 Cadiz, Spain
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11
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Abstract
BACKGROUND Beta-blockers are an essential part of standard therapy in adult congestive heart failure and therefore, are expected to be beneficial in children. However, congestive heart failure in children differs from that in adults in terms of characteristics, aetiology, and drug clearance. Therefore, paediatric needs must be specifically investigated. This is an update of a Cochrane review previously published in 2009. OBJECTIVES To assess the effect of beta-adrenoceptor-blockers (beta-blockers) in children with congestive heart failure. SEARCH METHODS We searched the Cochrane Central Register of Controlled Trials (CENTRAL) in The Cochrane Library, MEDLINE, EMBASE, and LILACS up to November 2015. Bibliographies of identified studies were checked. No language restrictions were applied. SELECTION CRITERIA Randomised, controlled, clinical trials investigating the effect of beta-blocker therapy on paediatric congestive heart failure. DATA COLLECTION AND ANALYSIS Two review authors independently extracted and assessed data from the included trials. MAIN RESULTS We identified four new studies for the review update; the review now includes seven studies with 420 participants. Four small studies with 20 to 30 children each, and two larger studies of 80 children each, showed an improvement of congestive heart failure with beta-blocker therapy. A larger study with 161 participants showed no evidence of benefit over placebo in a composite measure of heart failure outcomes. The included studies showed no significant difference in mortality or heart transplantation rates between the beta-blocker and control groups. No significant adverse events were reported with beta-blockers, apart from one episode of complete heart block. A meta-analysis of left ventricular ejection fraction (LVEF) and fractional shortening (LVFS) data showed a very small improvement with beta-blockers. However, there were vast differences in the age, age range, and health of the participants (aetiology and severity of heart failure; heterogeneity of diagnoses and co-morbidities); there was a range of treatments across studies (choice of beta-blocker, dosing, duration of treatment); and a lack of standardised methods and outcome measures. Therefore, the primary outcomes could not be pooled in meta-analyses. AUTHORS' CONCLUSIONS There is not enough evidence to support or discourage the use of beta-blockers in children with congestive heart failure, or to propose a paediatric dosing scheme. However, the sparse data available suggested that children with congestive heart failure might benefit from beta-blocker treatment. Further investigations in clearly defined populations with standardised methodology are required to establish guidelines for therapy. Pharmacokinetic investigations of beta-blockers in children are also required to provide effective dosing in future trials.
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Affiliation(s)
- Samer Alabed
- Academic Unit of Radiology, University of Sheffield, Sheffield, UK
| | - Ammar Sabouni
- KasrAlAiny School of Medicine, Cairo University, Cairo, Egypt
| | - Suleiman Al Dakhoul
- Department of Medicine, The Wirral University Teaching Hospitals, Upton, Wirral, UK
| | - Yamama Bdaiwi
- Faculty of Medicine, Damascus University, Damascus, Syrian Arab Republic
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12
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Segawa K, Sugawara N, Maruo K, Kimura K, Komaki H, Takahashi Y, Sasaki M. Left Ventricular End-Diastolic Diameter and Cardiac Mortality in Duchenne Muscular Dystrophy. Neuropsychiatr Dis Treat 2020; 16:171-178. [PMID: 32021209 PMCID: PMC6972578 DOI: 10.2147/ndt.s235166] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 12/07/2019] [Indexed: 01/16/2023] Open
Abstract
PURPOSE This study aimed to examine weather left ventricular end-diastolic diameter (LVDd) could predict mortality from heart failure in patients with Duchenne muscular dystrophy (DMD) receiving standard cardio-protective therapies. PATIENTS AND METHODS One hundred thirty-three patients with DMD aged ≥10 years who underwent echocardiography from 2011 to 2015 were included in this study and retrospectively followed until August 2018. Patients were divided into two groups according to LVDd at initial echocardiography: ≤ 54 mm (Group 1: n=119) and ≥ 55 mm (Group 2: n=14). To identify factors other than LVDd that may affect heart failure-related mortality, Group 2 patients who developed no left atrial (LA) enlargement, moderate mitral regurgitation (MR), or pulmonary hypertension (PH) during the observation period (Group 2A: n=5) were compared with those who newly developed one or more of those complications (Group 2B: n=7). Clinical outcomes were all-cause mortality and mortality from heart failure. RESULTS Mean observation period was 5.5±1.5 years in Group 1 and 4.4±1.9 years in Group 2. A total of 14 patients (10.5%) died, including 6 of 119 (5.0%) patients in Group 1 and 8 of 14 (57.1%) patients in Group 2 (p<0.001). Among these, 1 (0.8%) patient in Group 1 and 8 (57.1%) patients in Group 2 died from heart failure (p<0.001). Group 2B patients had shorter survival compared to Group 2A patients (p=0.006). CONCLUSION LVDd ≥ 55 mm is a predictive factor for mortality from heart failure in patients with DMD. Complications including LA enlargement, moderate MR, and PH were found to be predictive factors for mortality from heart failure in a short period.
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Affiliation(s)
- Kazuhiko Segawa
- Department of Cardiology, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Norio Sugawara
- Department of Psychiatry, Dokkyo Medical University School of Medicine, Tochigi, Japan
| | - Kazushi Maruo
- Department of Biostatistics, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Koichi Kimura
- Department of General Medicine, The Institute of Medical Science, the University of Tokyo, Tokyo, Japan
| | - Hirofumi Komaki
- Translational Medical Center, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Yuji Takahashi
- Department of Neurology, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Masayuki Sasaki
- Department of Child Neurology, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan
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13
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van der Bijl P, Delgado V, Bootsma M, Bax JJ. Risk Stratification of Genetic, Dilated Cardiomyopathies Associated With Neuromuscular Disorders: Role of Cardiac Imaging. Circulation 2019; 137:2514-2527. [PMID: 29866775 DOI: 10.1161/circulationaha.117.031110] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The etiology of dilated cardiomyopathy (DCM) can be grouped as either genetic or nongenetic. More than 50 pathogenic genes have been described, with sarcomeric and lamin A/C mutations being the most common. Mutation carriers for genetic DCM are often asymptomatic until cardiac disease manifests with heart failure, arrhythmias, or sudden cardiac death. Preventive strategies are promising but can only be applied and tested adequately if genetic DCM can be diagnosed at an early stage. Early diagnosis of mutation carriers that may develop overt DCM requires advanced imaging techniques that can detect subtle structural and functional abnormalities. Advanced echocardiographic techniques such as tissue Doppler imaging and speckle tracking strain analysis permit early detection of functional abnormalities, whereas cardiovascular magnetic resonance techniques provide information on tissue characterization and myocardial energetics that may be altered at an early stage. Furthermore, nuclear imaging techniques provide information on cellular function (metabolism, perfusion). Once the diagnosis of overt DCM has been established, various imaging parameters such as echocardiography-based myocardial mechanics and cardiovascular magnetic resonance-based tissue characterization have shown incremental benefit to left ventricular ejection fraction in risk stratification. Further research is required to understand how imaging techniques may help to choose management strategies that could delay progression when instituted early in the course of the disease. The present article reviews the role of imaging in the risk stratification of genetic DCM in general, with specific emphasis on DCM associated with neuromuscular disorders.
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Affiliation(s)
| | - Victoria Delgado
- Department of Cardiology, Leiden University Medical Center, The Netherlands
| | - Marianne Bootsma
- Department of Cardiology, Leiden University Medical Center, The Netherlands
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, The Netherlands.
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14
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Bourke JP, Watson G, Muntoni F, Spinty S, Roper H, Guglieri M, Speed C, McColl E, Chikermane A, Jayawant S, Adwani S, Willis T, Wilkinson J, Bryant A, Chadwick T, Wood R, Bushby K. Randomised placebo-controlled trial of combination ACE inhibitor and beta-blocker therapy to prevent cardiomyopathy in children with Duchenne muscular dystrophy? (DMD Heart Protection Study): a protocol study. BMJ Open 2018; 8:e022572. [PMID: 30573480 PMCID: PMC6303652 DOI: 10.1136/bmjopen-2018-022572] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2018] [Revised: 10/15/2018] [Accepted: 10/19/2018] [Indexed: 12/28/2022] Open
Abstract
INTRODUCTION Although cardiologists were 'late-comers' to the multidisciplinary team-contributing to the complex care of patients with Duchenne muscular dystrophy (DMD), they now recognise the importance of systematic cardiac surveillance and timely therapy to prolonged survival in patients with DMD. Empirical deployment of cardioactive medications has already improved outcomes, but the evidence base for clinical decision making is weak. Fundamental questions remain as to whether prophylactic therapy is justified and convincingly superior to prompt deployment of the same therapies once left ventricular (LV) dysfunction is detected. Even if it were, at what age should therapy be introduced and with what specific drugs? METHODS AND ANALYSIS We are conducting a multicentre, parallel group, randomised, placebo-controlled study of combination therapy with an ACE inhibitor (perindopril) and a beta-blocker (bisoprolol) in boys with DMD aged 5-13 years, with normal LV function by echocardiographic criteria at the time of recruitment. Boys are being followed-up for a minimum of 3 years and a maximum of 5 years and undergo repeat assessments of LV function, heart rate and ECG, forced expiratory volume in the 1 s and forced vital capacity, adverse event reporting and quality of life at 6 monthly intervals.The primary outcome is change in LV function between active and placebo-treated participants over the course of the study. ETHICS AND DISSEMINATION The study was approved by 'NRES Committee East Midlands - Derby'. The results will be disseminated through manuscript publications, an international workshop and presentations to scientific meetings and parent forums. TRANSLATIONAL ASPECTS The study seeks to establish the evidence for prophylactic heart therapies for children with DMD, define the optimum age for their introduction and identify any safety concerns. ARTICLE SUMMARY The protocol describes the design of an ongoing multicentre, double-blind, randomised placebo-controlled study to establish the evidence for the use of prophylactic heart therapies in children with DMD, define the optimum age for their introduction and identify any safety concerns. TRIAL REGISTRATION NUMBERS EudraCT2007-005932-10 and ISRCTN50395346; Pre-results.
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Affiliation(s)
- John P Bourke
- Department of Cardiology, Freeman Hospital, NUTH NHS Hospitals Foundation Trust, Newcastle upon Tyne, Tyne & Wear, UK
| | - Gillian Watson
- Clinical Trials Unit, Newcastle University, Newcastle upon Tyne, UK
| | - Francesco Muntoni
- Developmental Neuroscience, Dubowitz Neuromuscular Centre, London, UK
- Institute of Child Health and Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Stefan Spinty
- Department of Paediatric Neurology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Helen Roper
- Department of Paediatrics, Heart of England NHS Foundation Trust, Birmingham, UK
| | - Michela Guglieri
- John Walton Muscular Dystrophy Research Centre, Newcastle University, Newcastle upon Tyne, Tyne & Wear, UK
| | - Chris Speed
- Clinical Trials Unit, Newcastle University, Newcastle upon Tyne, UK
| | - Elaine McColl
- Clinical Trials Unit, Newcastle University, Newcastle upon Tyne, UK
| | - Ashish Chikermane
- Department of Cardiology, Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
| | - Sandeep Jayawant
- Department of Paediatric Neurology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Satish Adwani
- Department of Paediatric Cardiology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Tracey Willis
- Muscle Team, Robert Jones and Agnes Hunt Hospital, Oswestry, UK
| | | | - Andrew Bryant
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | - Thomas Chadwick
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | - Ruth Wood
- Clinical Trials Unit, Newcastle University, Newcastle upon Tyne, UK
| | - Kate Bushby
- John Walton Muscular Dystrophy Research Centre, Newcastle University, Newcastle upon Tyne, Tyne & Wear, UK
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15
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Bourke JP, Bueser T, Quinlivan R. Interventions for preventing and treating cardiac complications in Duchenne and Becker muscular dystrophy and X-linked dilated cardiomyopathy. Cochrane Database Syst Rev 2018; 10:CD009068. [PMID: 30326162 PMCID: PMC6517009 DOI: 10.1002/14651858.cd009068.pub3] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND The dystrophinopathies include Duchenne muscular dystrophy (DMD), Becker muscular dystrophy (BMD), and X-linked dilated cardiomyopathy (XLDCM). In recent years, co-ordinated multidisciplinary management for these diseases has improved the quality of care, with early corticosteroid use prolonging independent ambulation, and the routine use of non-invasive ventilation signficantly increasing survival. The next target to improve outcomes is optimising treatments to delay the onset or slow the progression of cardiac involvement and so prolong survival further. OBJECTIVES To assess the effects of interventions for preventing or treating cardiac involvement in DMD, BMD, and XLDCM, using measures of change in cardiac function over six months. SEARCH METHODS On 16 October 2017 we searched the Cochrane Neuromuscular Specialised Register, CENTRAL, MEDLINE and Embase, and on 12 December 2017, we searched two clinical trials registries. We also searched conference proceedings and bibliographies. SELECTION CRITERIA We considered only randomised controlled trials (RCTs), quasi-RCTs and randomised cross-over trials for inclusion. In the Discussion, we reviewed open studies, longitudinal observational studies and individual case reports but only discussed studies that adequately described the diagnosis, intervention, pretreatment, and post-treatment states and in which follow-up lasted for at least six months. DATA COLLECTION AND ANALYSIS Two authors independently reviewed the titles and abstracts identified from the search and performed data extraction. All three authors assessed risk of bias independently, compared results, and decided which trials met the inclusion criteria. They assessed the certainty of evidence using GRADE criteria. MAIN RESULTS We included five studies (N = 205) in the review; four studies included participants with DMD only, and one study included participants with DMD or BMD. All studied different interventions, and meta-analysis was not possible. We found no studies for XLDCM. None of the trials reported cardiac function as improved or stable cardiac versus deteriorated.The randomised first part of a two-part study of perindopril (N = 28) versus placebo (N = 27) in boys with DMD with normal heart function at baseline showed no difference in the number of participants with a left ventricular ejection fraction (LVEF%) of less than 45% after three years of therapy (n = 1 in each group; risk ratio (RR) 1.04, 95% confidence interval (CI) 0.07 to 15.77). This result is uncertain because of study limitations, indirectness and imprecision. In a non-randomised follow-up study, after 10 years, more participants who had received placebo from the beginning had reduced LVEF% (less than 45%). Adverse event rates were similar between the placebo and treatment groups (low-certainty evidence).A study comparing treatment with lisinopril versus losartan in 23 boys newly diagnosed with Duchenne cardiomyopathy showed that after 12 months, both were equally effective in preserving or improving LVEF% (lisinopril 54.6% (standard deviation (SD) 5.19), losartan 55.2% (SD 7.19); mean difference (MD) -0.60% CI -6.67 to 5.47: N = 16). The certainty of evidence was very low because of very serious imprecision and study limitations (risk of bias). Two participants in the losartan group were withdrawn due to adverse events: one participant developed an allergic reaction, and a second exceeded the safety standard with a fall in ejection fraction greater than 10%. Authors reported no other adverse events related to the medication (N = 22; very low-certainty evidence).A study comparing idebenone versus placebo in 21 boys with DMD showed little or no difference in mean change in cardiac function between the two groups from baseline to 12 months; for fractional shortening the mean change was 1.4% (SD 4.1) in the idebenone group and 1.6% (SD 2.6) in the placebo group (MD -0.20%, 95% CI -3.07 to 2.67, N = 21), and for ejection fraction the mean change was -1.9% (SD 9.8) in the idebenone group and 0.4% (SD 5.5) in the placebo group (MD -2.30%, 95% CI -9.18 to 4.58, N = 21). The certainty of evidence was very low because of study limitations and very serious imprecision. Reported adverse events were similar between the treatment and placebo groups (low-certainty evidence).A multicentre controlled study added eplerenone or placebo to 42 patients with DMD with early cardiomyopathy but preserved left ventricular function already established on ACEI or ARB therapy. Results showed that eplerenone slowed the rate of decline of magnetic resonance (MR)-assessed left ventricular circumferential strain at 12 months (eplerenone group median 1.0%, interquartile range (IQR) 0.3 to -2.2; placebo group median 2.2%, IQR 1.3 to -3.1%; P = 0.020). The median decline in LVEF over the same period was also less in the eplerenone group (-1.8%, IQR -2.9 to 6.0) than in the placebo group (-3.7%, IQR -10.8 to 1.0; P = 0.032). We downgraded the certainty of evidence to very low for study limitations and serious imprecision. Serious adverse events were reported in two patients given placebo but none in the treatment group (very low-certainty evidence).A randomised placebo-controlled study of subcutaneous growth hormone in 16 participants with DMD or BMD showed an increase in left ventricular mass after three months' treatment but no significant improvement in cardiac function. The evidence was of very low certainty due to imprecision, indirectness, and study limitations. There were no clinically significant adverse events (very low-certainty evidence).Some studies were at risk of bias, and all were small. Therefore, although there is some evidence from non-randomised data to support the prophylactic use of perindopril for cardioprotection ahead of detectable cardiomyopathy, and for lisinopril or losartan plus eplerenone once cardiomyopathy is detectable, this must be considered of very low certainty. Findings from non-randomised studies, some of which have been long term, have led to the use of these drugs in daily clinical practice. AUTHORS' CONCLUSIONS Based on the available evidence from RCTs, early treatment with ACE inhibitors or ARBs may be comparably beneficial for people with a dystrophinopathy; however, the certainty of evidence is very low. Very low-certainty evidence indicates that adding eplerenone might give additional benefit when early cardiomyopathy is detected. No clinically meaningful effect was seen for growth hormone or idebenone, although the certainty of the evidence is also very low.
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Affiliation(s)
- John P Bourke
- Freeman HospitalDepartment of CardiologyFreeman RoadNewcastle Upon TyneUKNE7 DN
| | - Teofila Bueser
- King's College LondonFlorence Nightingale Faculty of Nursing & MidwiferyLondonUKSE1 8WA
| | - Rosaline Quinlivan
- UCL Institute of Neurology and National Hospital for Neurology and Neurosurgery and Great Ormond StreetMRC Centre for Neuromuscular Diseases and Dubowitz Neuromuscular CentrePO Box 114LondonUKWC1B 3BN
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16
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Russo V, Papa AA, Williams EA, Rago A, Palladino A, Politano L, Nigro G. ACE inhibition to slow progression of myocardial fibrosis in muscular dystrophies. Trends Cardiovasc Med 2018; 28:330-337. [PMID: 29292032 DOI: 10.1016/j.tcm.2017.12.006] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2017] [Revised: 12/09/2017] [Accepted: 12/09/2017] [Indexed: 12/26/2022]
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17
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Feingold B, Mahle WT, Auerbach S, Clemens P, Domenighetti AA, Jefferies JL, Judge DP, Lal AK, Markham LW, Parks WJ, Tsuda T, Wang PJ, Yoo SJ. Management of Cardiac Involvement Associated With Neuromuscular Diseases: A Scientific Statement From the American Heart Association. Circulation 2017; 136:e200-e231. [DOI: 10.1161/cir.0000000000000526] [Citation(s) in RCA: 145] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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18
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El-Aloul B, Altamirano-Diaz L, Zapata-Aldana E, Rodrigues R, Malvankar-Mehta MS, Nguyen CT, Campbell C. Pharmacological therapy for the prevention and management of cardiomyopathy in Duchenne muscular dystrophy: A systematic review. Neuromuscul Disord 2016; 27:4-14. [PMID: 27815032 DOI: 10.1016/j.nmd.2016.09.019] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 09/16/2016] [Accepted: 09/26/2016] [Indexed: 01/03/2023]
Abstract
Cardiomyopathy is a major source of morbidity and mortality in Duchenne muscular dystrophy (DMD) patients now that respiratory care has improved. There is currently no definitive evidence guiding the management of DMD-associated cardiomyopathy (DMD-CM). The objective of this systematic review was to evaluate the effectiveness of pharmacotherapies for the prevention and/or management of DMD-CM and to determine the optimal timing to commence these interventions. A systematic search was conducted in January 2016 using MEDLINE, EMBASE and CINAHL databases and grey literature sources for studies evaluating the use of angiotensin-converting enzyme (ACE) inhibitors, angiotensin receptor blockers, beta-blockers or aldosterone antagonists. Study quality assessment was conducted using the Downs and Black quality assessment checklist. PRISMA reporting guidelines were used. Of the 15 studies included in this review, most were of low methodological quality. Meta-analysis was not possible due to heterogeneity of studies. ACE inhibitors, angiotensin receptor blockers, beta-blockers and/or aldosterone antagonists tended to improve or preserve left ventricular systolic function and delay the progression of DMD-CM. While there is evidence supporting the use of heart failure medication in patients with DMD, data regarding these interventions for delaying the onset of DMD-CM and when to initiate therapy are lacking. PROSPERO registration: CRD42015029555.
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Affiliation(s)
- Basmah El-Aloul
- Department of Epidemiology and Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Luis Altamirano-Diaz
- Department of Paediatrics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Eugenio Zapata-Aldana
- Department of Paediatrics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada; Clinical Neurological Sciences, Children's Hospital, London Health Sciences Center, London, ON, Canada
| | - Rebecca Rodrigues
- Department of Epidemiology and Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Monali S Malvankar-Mehta
- Department of Epidemiology and Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada; Department of Ophthalmology, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Cam-Tu Nguyen
- Department of Paediatrics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada; Clinical Neurological Sciences, Children's Hospital, London Health Sciences Center, London, ON, Canada
| | - Craig Campbell
- Department of Epidemiology and Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada; Department of Paediatrics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada; Clinical Neurological Sciences, Children's Hospital, London Health Sciences Center, London, ON, Canada.
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19
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Alabed S, Sabouni A, Al Dakhoul S, Bdaiwi Y, Frobel-Mercier AK. Beta-blockers for congestive heart failure in children. Cochrane Database Syst Rev 2016:CD007037. [PMID: 26820557 DOI: 10.1002/14651858.cd007037.pub3] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND Beta-blockers are an essential part of standard therapy in adult congestive heart failure and therefore, are expected to be beneficial in children. However, congestive heart failure in children differs from that in adults in terms of characteristics, aetiology, and drug clearance. Therefore, paediatric needs must be specifically investigated. This is an update of a Cochrane review previously published in 2009. OBJECTIVES To assess the effect of beta-adrenoceptor-blockers (beta-blockers) in children with congestive heart failure. SEARCH METHODS We searched the Cochrane Central Register of Controlled Trials (CENTRAL) in The Cochrane Library, MEDLINE, EMBASE, and LILACS up to November 2015. Bibliographies of identified studies were checked. No language restrictions were applied. SELECTION CRITERIA Randomised, controlled, clinical trials investigating the effect of beta-blocker therapy on paediatric congestive heart failure. DATA COLLECTION AND ANALYSIS Two review authors independently extracted and assessed data from the included trials. MAIN RESULTS We identified four new studies for the review update; the review now includes seven studies with 420 participants. Four small studies with 20 to 30 children each, and two larger studies of 80 children each, showed an improvement of congestive heart failure with beta-blocker therapy. A larger study with 161 participants showed no evidence of benefit over placebo in a composite measure of heart failure outcomes. The included studies showed no significant difference in mortality or heart transplantation rates between the beta-blocker and control groups. No significant adverse events were reported with beta-blockers, apart from one episode of complete heart block. A meta-analysis of left ventricular ejection fraction (LVEF) and fractional shortening (LVFS) data showed a very small improvement with beta-blockers.However, there were vast differences in the age, age range, and health of the participants (aetiology and severity of heart failure; heterogeneity of diagnoses and co-morbidities); there was a range of treatments across studies (choice of beta-blocker, dosing, duration of treatment); and a lack of standardised methods and outcome measures. Therefore, the primary outcomes could not be pooled in meta-analyses. AUTHORS' CONCLUSIONS There is not enough evidence to support or discourage the use of beta-blockers in children with congestive heart failure, or to propose a paediatric dosing scheme. However, the sparse data available suggested that children with congestive heart failure might benefit from beta-blocker treatment. Further investigations in clearly defined populations with standardised methodology are required to establish guidelines for therapy. Pharmacokinetic investigations of beta-blockers in children are also required to provide effective dosing in future trials.
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Affiliation(s)
- Samer Alabed
- Department of Cardiovascular Science, The University of Sheffield, Sheffield, UK
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20
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Spurney CF, McCaffrey FM, Cnaan A, Morgenroth LP, Ghelani SJ, Gordish-Dressman H, Arrieta A, Connolly AM, Lotze TE, McDonald CM, Leshner RT, Clemens PR. Feasibility and Reproducibility of Echocardiographic Measures in Children with Muscular Dystrophies. J Am Soc Echocardiogr 2015; 28:999-1008. [PMID: 25906753 DOI: 10.1016/j.echo.2015.03.003] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Indexed: 01/16/2023]
Abstract
BACKGROUND Cardiac disease is a major cause of death in patients with muscular dystrophies. The use of feasible and reproducible echocardiographic measures of cardiac function is critical to advance the field of therapeutics for dystrophic cardiomyopathy. METHODS Participants aged 8 to 18 years with genetically confirmed Duchenne muscular dystrophy (DMD), Becker muscular dystrophy, or limb-girdle muscular dystrophy were enrolled at five centers, and standardized echocardiographic examinations were performed. Measures of systolic and diastolic function and speckle-tracking echocardiography-derived cardiac strain were reviewed independently by two central readers. Furthermore, echocardiographic measures from participants with DMD were compared with those from retrospective age-matched control subjects from a single site to assess measures of myocardial function. RESULTS Forty-eight participants (mean age, 13.3 ± 2.7 years) were enrolled. Shortening fraction had a greater interobserver correlation (intraclass correlation coefficient [ICC] = 0.63) compared with ejection fraction (ICC = 0.49). One reader could measure ejection fraction in only 53% of participants. Myocardial performance index measured by pulse-wave Doppler and Doppler tissue imaging showed similar ICCs (0.55 and 0.54). Speckle-tracking echocardiography showed a high ICC (0.96). Focusing on participants with DMD (n = 33), significantly increased mitral A-wave velocities, lower E/A ratios, and lower Doppler tissue imaging mitral lateral E' velocities were observed compared with age-matched control subjects. Speckle-tracking echocardiography demonstrated subclinical myocardial dysfunction with decreased average circumferential and longitudinal strain in three distinct subgroups: participants with DMD with normal shortening fractions, participants with DMD aged < 13 years, and participants with DMD with myocardial performance index scores < 0.40 compared with control subjects. CONCLUSIONS In a muscular dystrophy cohort, assessment of cardiac function is feasible and reproducible using shortening fraction, diastolic measures, and myocardial performance index. Cardiac strain measures identified early myocardial disease in patients with DMD.
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Affiliation(s)
| | | | - Avital Cnaan
- Children's National Health System, Washington, District of Columbia
| | | | - Sunil J Ghelani
- Children's National Health System, Washington, District of Columbia
| | | | - Adrienne Arrieta
- Children's National Health System, Washington, District of Columbia
| | | | | | | | - Robert T Leshner
- Children's National Health System, Washington, District of Columbia; University of California, San Diego, San Diego, California
| | - Paula R Clemens
- University of Pittsburgh, Pittsburgh, Pennsylvania; Department of Veterans Affairs Medical Center, Pittsburgh, Pennsylvania
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21
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Tandon A, Villa CR, Hor KN, Jefferies JL, Gao Z, Towbin JA, Wong BL, Mazur W, Fleck RJ, Sticka JJ, Benson DW, Taylor MD. Myocardial fibrosis burden predicts left ventricular ejection fraction and is associated with age and steroid treatment duration in duchenne muscular dystrophy. J Am Heart Assoc 2015; 4:jah3890. [PMID: 25814625 PMCID: PMC4579941 DOI: 10.1161/jaha.114.001338] [Citation(s) in RCA: 105] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Background Patients with Duchenne muscular dystrophy exhibit progressive cardiac and skeletal muscle dysfunction. Based on prior data, cardiac dysfunction in Duchenne muscular dystrophy patients may be influenced by myocardial fibrosis and steroid therapy. We examined the longitudinal relationship of myocardial fibrosis and ventricular dysfunction using cardiac magnetic resonance in a large Duchenne muscular dystrophy cohort. Methods and Results We reviewed 465 serial cardiac magnetic resonance studies (98 Duchenne muscular dystrophy patients with ≥4 cardiac magnetic resonance studies) for left ventricular ejection fraction (LVEF) and presence of late gadolinium enhancement (LGE), a marker for myocardial fibrosis. LVEF was modeled by examining LGE status, myocardial fibrosis burden (as assessed by the number of LGE‐positive left ventricular segments), patient age, and steroid treatment duration. An age‐only model demonstrated that LVEF declined 0.58±0.10% per year. In patients with both LGE‐negative and LGE‐positive studies (n=51), LVEF did not decline significantly over time if LGE was absent but declined 2.2±0.31% per year when LGE was present. Univariate modeling showed significant associations between LVEF and steroid treatment duration, presence of LGE, and number of LGE‐positive left ventricular segments; multivariate modeling showed that LVEF declined by 0.93±0.09% for each LGE‐positive left ventricular segment, whereas age and steroid treatment duration were not significant. The number of LGE‐positive left ventricular segments increased with age, and longer steroid treatment duration was associated with lower age‐related increases. Conclusion Progressive myocardial fibrosis, as detected by LGE, was strongly correlated with the LVEF decline in Duchenne muscular dystrophy patients. Longer steroid treatment duration was associated with a lower age‐related increase in myocardial fibrosis burden.
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Affiliation(s)
- Animesh Tandon
- Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH (A.T., C.R.V., J.L.J., Z.G., J.A.T., J.J.S., M.D.T.)
| | - Chet R Villa
- Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH (A.T., C.R.V., J.L.J., Z.G., J.A.T., J.J.S., M.D.T.)
| | - Kan N Hor
- The Heart Center, Nationwide Children's Hospital, Columbus, OH (K.N.H.)
| | - John L Jefferies
- Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH (A.T., C.R.V., J.L.J., Z.G., J.A.T., J.J.S., M.D.T.)
| | - Zhiqian Gao
- Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH (A.T., C.R.V., J.L.J., Z.G., J.A.T., J.J.S., M.D.T.)
| | - Jeffrey A Towbin
- Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH (A.T., C.R.V., J.L.J., Z.G., J.A.T., J.J.S., M.D.T.)
| | - Brenda L Wong
- Division of Neurology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH (B.L.W.)
| | - Wojciech Mazur
- The Heart and Vascular Center at the Christ Hospital, Cincinnati, OH (W.M.)
| | - Robert J Fleck
- The Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH (R.J.F.)
| | - Joshua J Sticka
- Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH (A.T., C.R.V., J.L.J., Z.G., J.A.T., J.J.S., M.D.T.)
| | - D Woodrow Benson
- Herma Heart Center, Children's Hospital of Wisconsin, Milwaukee, WI (W.B.)
| | - Michael D Taylor
- Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH (A.T., C.R.V., J.L.J., Z.G., J.A.T., J.J.S., M.D.T.)
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Rossano JW, Jang GY. Pediatric heart failure: current state and future possibilities. Korean Circ J 2015; 45:1-8. [PMID: 25653697 PMCID: PMC4310974 DOI: 10.4070/kcj.2015.45.1.1] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 10/07/2014] [Indexed: 01/16/2023] Open
Abstract
Heart failure is a complex pathophysiological syndrome that can occur in children from a variety of diseases, including cardiomyopathies, myocarditis, and congenital heart disease. The condition is associated with a high rate of morbidity and mortality and places a significant burden on families of affected children and to society as a whole. Current medical therapy is taken largely from the management of heart failure in adults, though clear survival benefit of these medications are lacking. Ventricular assist devices (VADs) have taken an increasingly important role in the management of advanced heart failure in children. The predominant role of these devices has been as a bridge to heart transplantation, and excellent results are currently achieved for most children with cardiomyopathies. There is an ongoing investigation to improve outcomes in high-risk populations, such as small infants and those with complex congenital heart disease, including patients with functionally univentricular hearts. Additionally, there is an active investigation and interest in expansion of VADs beyond the predominant utilization as a bridge to a heart transplant into ventricular recovery, device explant without a heart transplantation (bridge to recovery), and placement of devices without the expectation of recovery or transplantation (destination therapy).
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Affiliation(s)
- Joseph W Rossano
- The Cardiac Center, The Children's Hospital of Philadelphia, Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Gi Young Jang
- Department of Pediatrics, Korea University Hospital, Ansan, Korea
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Abstract
Muscular dystrophies are a group of diseases characterised by the primary wasting of skeletal muscle, which compromises patient mobility and in the most severe cases originate a complete paralysis and premature death. Existing evidence implicates calcium dysregulation as an underlying crucial event in the pathophysiology of several muscular dystrophies, such as dystrophinopathies, calpainopathies or myotonic dystrophy among others. Duchenne muscular dystrophy is the most frequent myopathy in childhood, and calpainopathy or LGMD2A is the most common form of limb-girdle muscular dystrophy, whereas myotonic dystrophy is the most frequent inherited muscle disease worldwide. In this review, we summarise recent advances in our understanding of calcium ion cycling through the sarcolemma, the sarcoplasmic reticulum and mitochondria, and its involvement in the pathogenesis of these dystrophies. We also discuss some of the clinical implications of recent findings regarding Ca2+ handling as well as novel approaches to treat muscular dystrophies targeting Ca2+ regulatory proteins.
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Qabaja A, Jarada T, Elsheikh A, Alhajj R. Prediction of gene-based drug indications using compendia of public gene expression data and PubMed abstracts. J Bioinform Comput Biol 2014; 12:1450007. [PMID: 24969745 DOI: 10.1142/s0219720014500073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The tremendous research effort on diseases and drug discovery has produced a huge amount of important biomedical information which is mostly hidden in the web. In addition, many databases have been created for the purpose of storing enormous amounts of information and high-throughput experiments related to drugs and diseases' effects on genes. Thus, developing an algorithm to integrate biological data from different sources forms one of the greatest challenges in the field of computational biology. Based on our belief that data integration would result in better understanding for the drug mode of action or the disease pathophysiology, we have developed a novel paradigm to integrate data from three major sources in order to predict novel therapeutic drug indications. Microarray data, biomedical text mining data, and gene interaction data have been all integrated to predict ranked lists of genes based on their relevance to a particular drug or disease molecular action. These ranked lists of genes have finally been used as a raw material for building a disease-drug connectivity map based on the enrichment between the up/down tags of a particular disease signature and the ranked lists of drugs. Using this paradigm, we have reported 13% sensitivity improvement in comparison with using microarray or text mining data independently. In addition, our paradigm is able to predict many clinically validated disease-drug associations that could not be captured using microarray or text mining data independently.
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Affiliation(s)
- Ala Qabaja
- Department of Computer Science, University of Calgary, Calgary, Alberta, Canada
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