94 results on '"Iacopo, Olivotto"'
Search Results
2. Incidence of stroke in patients with hypertrophic cardiomyopathy in stable sinus rhythm during long-term monitoring
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Carlo Fumagalli, Francesca Bonanni, Matteo Beltrami, Roberta Ruggieri, Chiara Zocchi, Luigi Tassetti, Niccolò Maurizi, Martina Berteotti, Mattia Zampieri, Alessia Argirò, Fabrizio Lovero, Alessia Tomberli, Mauro di Bari, Niccolò Marchionni, Paolo Pieragnoli, Giuseppe Ricciardi, Luca Checchi, Francesco Cappelli, Stefano Fumagalli, and Iacopo Olivotto
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Cardiology and Cardiovascular Medicine - Published
- 2023
3. Comparison of Demographic, Clinical, Biochemical, and Imaging Findings in Hypertrophic Cardiomyopathy Prognosis
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Georgios Georgiopoulos, Stefano Figliozzi, Konstantinos Pateras, Flavia Nicoli, Dimitrios Bampatsias, Matteo Beltrami, Gherardo Finocchiaro, Amedeo Chiribiri, Pier Giorgio Masci, and Iacopo Olivotto
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Cardiology and Cardiovascular Medicine - Published
- 2023
4. Does a standard myectomy exist for obstructive hypertrophic cardiomyopathy? From the Morrow variations to precision surgery
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Pierluigi, Stefàno, Alessia, Argirò, Beatrice, Bacchi, Luisa, Iannone, Alenya, Bertini, Mattia, Zampieri, Alfredo, Cerillo, and Iacopo, Olivotto
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Treatment Outcome ,Heart Septum ,Humans ,Cardiac Surgical Procedures ,Cardiomyopathy, Hypertrophic ,Cardiology and Cardiovascular Medicine - Abstract
The purpose of this work is to revisit the history of surgical treatment for obstructive hypertrophic cardiomyopathy (oHCM) over the last 60 years, in the light of advancing knowledge of the pathophysiology of obstruction.In this narrative review the contribution of the different surgical approaches to the field will be assessed in our personal experience in Florence.Septal myectomy is the treatment of choice in patients with obstructive hypertrophic cardiomyopathy who remain symptomatic despite optimal medical treatment. Over the decades, numerous "theme variations" of the Morrow operation have been proposed, each of them targeting a specific pathophysiological determinant of left ventricular outflow tract obstruction.Precision surgery in oHCM patients today depends on the ability of the surgeon to combine and master these variations, with the bird's eye view allowed by climbing on the shoulders of giants.
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- 2023
5. Syncope in hypertrophic cardiomyopathy (part II): An expert consensus statement on the diagnosis and management
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Michele Brignole, Franco Cecchi, Aris Anastasakis, Lia Crotti, Jean Claude Deharo, Perry M. Elliott, Artur Fedorowski, Juan Pablo Kaski, Giuseppe Limongelli, Martin S. Maron, Iacopo Olivotto, Steve R. Ommen, Gianfranco Parati, Win Shen, Andrea Ungar, Arthur Wilde, Brignole, M, Cecchi, F, Anastasakis, A, Crotti, L, Deharo, J, Elliott, P, Fedorowski, A, Kaski, J, Limongelli, G, Maron, M, Olivotto, I, Ommen, S, Parati, G, Shen, W, Ungar, A, and Wilde, A
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Cardiomyopathy, Hypertrophic ,Risk Assessment ,Syncope ,Hypertrophic cardiomyopathy ,Defibrillators, Implantable ,Sudden cardiac death ,Death, Sudden, Cardiac ,Risk Factors ,Diagnosis ,Reflex syncope ,Humans ,Implantable defibrillator ,Cardiology and Cardiovascular Medicine ,Risk stratification ,Diagnosi - Abstract
Syncopal events in patients with hypertrophic cardiomyopathy (HCM) are of concern as they are a vital consideration in algorithms for risk stratification for sudden cardiac death (SCD) and ICD implantation. However, the cause of syncope is often under-investigated and/or unexplained. Current syncope guidelines do not provide a detailed definition of unexplained syncope. To address this important gap, an international panel of experts in the field of both syncope and HCM wrote a consensus document with the aim of providing practical guidance for the diagnosis and management of syncope in patients with HCM.
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- 2023
6. Safety and efficacy of ranolazine in hypertrophic cardiomyopathy: Real-world experience in a National Referral Center
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Alessia Argirò, Mattia Zampieri, Lorenzo-Lupo Dei, Cecilia Ferrantini, Alberto Marchi, Alessia Tomberli, Katia Baldini, Francesco Cappelli, Silvia Favilli, Silvia Passantino, Chiara Zocchi, Luigi Tassetti, Martina Gabriele, Niccolò Maurizi, Niccolò Marchionni, Raffaele Coppini, and Iacopo Olivotto
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Canada ,Treatment Outcome ,Ranolazine ,Humans ,Acetanilides ,Prospective Studies ,Cardiomyopathy, Hypertrophic ,Cardiology and Cardiovascular Medicine ,Angina Pectoris - Abstract
We assessed the efficacy and safety of ranolazine in real-world patients with hypertrophic cardiomyopathy (HCM).Ranolazine is an anti-anginal drug that inhibits the late phase of the inward sodium current. In a small prospective trial, ranolazine reduced the arrhythmic burden and improved biomarker profile in HCM patients. However, systematic reports reflecting real-world use in this setting are lacking.Changes in clinical and instrumental features, symptoms and arrhythmic burden were evaluated in 119 patients with HCM before and during treatment with ranolazine at a national referral centre for HCM.Patients were treated with ranolazine for 2 [1-4] years; 83 (70%) achieved a dosage ≥1000 mg per day. Treatment interruption was necessary in 24 patients (20%) due to side effects (n = 10, 8%) or disopyramide initiation (n = 8, 7%). Seventy patients (59%) were treated with ranolazine for relief of angina. Among them, 51 (73%) had total symptomatic relief and 47 patients (67%) showed ≥2 Canadian Cardiovascular society (CCS) angina grade improvement. Sixteen patients (13%) were treated for recurrent ventricular arrhythmias, including 4 with a clear ischemic trigger, who experienced no further arrhythmic episodes while on ranolazine. Finally, 33 patients (28%) were treated for heart failure associated with severe diastolic dysfunction: no symptomatic benefit could be observed in this group.Ranolazine was safe and well tolerated in patients with HCM. The use of ranolazine may be considered in patients with HCM and microvascular angina.
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- 2023
7. Myocardial infarction with non-obstructive coronary arteries in hypertrophic cardiomyopathy vs Fabry disease
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Francesca Graziani, Rosa Lillo, Elena Biagini, Giuseppe Limongelli, Camillo Autore, Maurizio Pieroni, Chiara Lanzillo, Leonardo Calò, Maria Beatrice Musumeci, Gessica Ingrasciotta, Matteo Minnucci, Raffaello Ditaranto, Alessandra Milazzo, Chiara Zocchi, Marta Rubino, Gaetano Antonio Lanza, Iacopo Olivotto, and Filippo Crea
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Adult ,Fabry disease ,MINOCA ,Myocardial infarction ,Settore MED/11 - MALATTIE DELL'APPARATO CARDIOVASCOLARE ,Humans ,Coronary microvascular dysfunction ,Hypertrophy, Left Ventricular ,Cardiomyopathy, Hypertrophic ,Coronary Angiography ,Cardiology and Cardiovascular Medicine ,Retrospective Studies ,Hypertrophic cardiomyopathy - Abstract
Little is known about prevalence and predictors of myocardial infarction with non-obstructive coronary arteries (MINOCA) in Fabry disease (FD) and hypertrophic cardiomyopathy (HCM). We assessed and compared the prevalence and predictors of MINOCA in a large cohort of HCM and FD patients.In this multicenter, retrospective study we enrolled 2870 adult patients with HCM and 267 with FD. The only exclusion criterion was documented obstructive coronary artery disease. MINOCA was defined according to guidelines. For each patient we collected clinical, ECG and echocardiographic data recorded at initial evaluation.Overall, 36 patients had MINOCA during a follow-up period of 4.5 ± 11.2 years. MINOCA occurred in 16 patients with HCM (0.5%) and 20 patients with FD (7.5%; p lt; 0.001). The difference between the 2 groups was highly significant, also after adjustment for the main clinical, ECG and echocardiographic variables (OR 6.12; 95%CI 2.80-13.3; p lt; 0.001). In the FD population MINOCA occurred in 17 out of 96 patients with left ventricle hypertrophy (LVH, 17.7%) and in 3 out of 171 patients without LVH (1.7%; OR 12.0; 95%CI 3.43-42.3; p lt; 0.001). At multivariable analysis, voltage criteria for LVH at ECG (OR 7.3; 95%CI 1.93-27.7; p = 0.003) and maximal LV wall thickness at echocardiography (OR 1.15; 95%CI 1.05-1.27; p = 0.002) maintained an independent association with MINOCA. No major significant differences were found in clinical, ECG and echocardiographic findings between HCM patients with or without MINOCA.MINOCA was rare in HCM patients, and 6-fold more frequent in FD patients. MINOCA may be considered a red flag for FD and aid in the differential diagnosis from HCM.
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- 2022
8. Impediments to Heart Transplantation in Adults With MELAS:m.3243A>G Cardiomyopathy
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Alessandro Di Toro, Mario Urtis, Nupoor Narula, Lorenzo Giuliani, Maurizia Grasso, Michele Pasotti, Carlo Pellegrini, Alessandra Serio, Andrea Pilotto, Elena Antoniazzi, Teresa Rampino, Lorenzo Magrassi, Adele Valentini, Anna Cavallini, Laura Scelsi, Stefano Ghio, Massimo Abelli, Iacopo Olivotto, Maurizio Porcu, Antonello Gavazzi, Takahide Kodama, and Eloisa Arbustini
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Cardiology and Cardiovascular Medicine - Published
- 2022
9. Sudden death in young athletes: Is it preventable?
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Pietro Amedeo Modesti, Giancarlo Casolo, Iacopo Olivotto, and Alessio Pellegrino
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Internal Medicine - Published
- 2022
10. Layman electrocardiographic screening using smartphone-based multiple‑lead ECG device in school children
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Niccolò, Maurizi, Carlo, Fumagalli, Ioannis, Skalidis, Olivier, Muller, Nicola, Armentano, Franco, Cecchi, Niccolò, Marchionni, and Iacopo, Olivotto
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Cardiology and Cardiovascular Medicine - Abstract
Pre-partecipation ECG screening of large populations has a significant socioeconomic impact. Technological progress now allows for high-tech-low-cost ECG screening using validated smartphone-based devices capable of guiding to the correct performance of a 12‑lead ECG by layman with no medical background.We enrolled 728 (364, 52% males) individuals, aged 12-13 years who underwent ECG screening with a smartphone 12‑lead ECG during school hours by layman volunteers. Correct electrodes placement was provided by a validated image-processing algorithm by the smartphone camera in the App. ECG interpretation was via a telecardiology platform and alterations classified following current standards.A total of 741 ECGs were recorded, of which 13(2%) were technically not interpretable. Mean PR, QRS and QTc were: 145 ± 22, 85 ± 19 and 387 ± 57 msec. No QTc prolongation was observed. Mean QRS axis was 15°; 26 (4%) patients presented an iRBB. T-wave inversion from V1-V3 was present in 145 (21%) subjects. Twenty-one(3%) patients were referred to second level examination: deep Q-waves in inferior leads in 12(1.6%), ventricular ectopics in 5(0.7%), anterior T-waves inversions V1-V4 in 3(0.4%); extreme right axis deviation in 1(0.3%). Second line investigations did not provide any definitive diagnosis. Total project costs (material equipment and human cost) was 14.460€, 19.51€ per individual. The potential net saving with respect to current pre-participation screening cost was 19%.Layman 12‑lead Smartphone-ECG population screening proved feasible and effective, with a rate of non-interpretable ECG of5%. Potential cost-saving in ECG screening and recording was 19%, providing an appealing opportunity when large campaigns should be addressed also in developing countries.
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- 2023
11. Sarcomere protein modulation: The new frontier in cardiovascular medicine and beyond
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Cristina Morelli, Gessica Ingrasciotta, Daniel Jacoby, Ahmad Masri, and Iacopo Olivotto
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Heart Failure ,Sarcomeres ,Internal Medicine ,Humans ,Urea ,Cardiovascular Agents ,Cardiac Myosins - Abstract
Over the past decade, the constant progress in science and technologies has provided innovative drug molecules that address specific disease mechanisms thus opening the era of drugs targeting the underlying pathophysiology of the disease. In this scenario, a new paradigm of modulation has emerged, following the development of small molecules capable of interfering with sarcomere contractile proteins. Potential applications include heart muscle disease and various forms of heart failure, although promising targets also include conditions affecting the skeletal muscle, such as degenerative neuromuscular diseases. In cardiac patients, a cardiac myosin stimulator, omecamtiv mecarbil, has shown efficacy in heart failure with reduced systolic function, lowering heart failure related events or cardiovascular death, while two inhibitors, mavacamten and aficamten, in randomized trials targeting hypertrophic cardiomyopathy, have been shown to reduce hypercontractility and left ventricular outflow obstruction improving functional capacity. Based on years of intensive basic and translational research, these agents are the prototypes of active pipelines promising to deliver an array of molecules in the near future. We here review the available evidence and future perspectives of myosin modulation in cardiovascular medicine.
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- 2022
12. Syncope in hypertrophic cardiomyopathy (part I): An updated systematic review and meta-analysis
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Giuseppe Mascia, Lia Crotti, Antonella Groppelli, Marco Canepa, Andrea Carlo Merlo, Stefano Benenati, Paolo Di Donna, Roberta Della Bona, Davide Soranna, Antonella Zambon, Italo Porto, Iacopo Olivotto, Gianfranco Parati, Michele Brignole, Franco Cecchi, Mascia, G, Crotti, L, Groppelli, A, Canepa, M, Merlo, A, Benenati, S, Di Donna, P, Della Bona, R, Soranna, D, Zambon, A, Porto, I, Olivotto, I, Parati, G, Brignole, M, and Cecchi, F
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Death, Sudden, Cardiac ,Risk Factors ,Sudden death ,Humans ,Lifethreatening arrhythmia ,Cardiomyopathy, Hypertrophic ,Diagnostic test ,Cardiology and Cardiovascular Medicine ,Risk Assessment ,Syncope ,Hypertrophic cardiomyopathy - Abstract
Aims: To describe the proportion of patients with syncope among those affected by hypertrophic cardiomyopathy (HCM) and the relevance of syncope as risk factor for sudden cardiac death and life-threatening arrhythmic events. Method and results: Systematic review of original articles that assessed syncope in HCM patients. Literature search of PubMed including all English publications from 1973 to 2021.We found 57 articles for a total of 21.791 patients; of these, 14 studies reported on arrhythmic events in the follow-up. Syncope was reported in 15.8% (3.452 of 21.791) patients. It was considered unexplained in 91% of cases. Life-threatening arrhythmic events occurred in 3.6% of non-syncopal patients and in 7.7% of syncopal patients during a mean follow-up of 5.6 years. A relative risk of 1.99 (95%CI 1.39 to 2.86) was estimated for syncope patients by the random effect model using Haldane continuity correction for 0 events. Conclusions: In the current practice, the cause of syncope remained unexplained in most patients affected by HCM. The management of patients seems mainly driven by risk stratification rather than identification of the aetiology of syncope. There is a need of precise instructions how to apply the recommendations of current guidelines to this disease, which tests are indicated and how to interpret their findings. The protocol was registered in Prospero (ID: 275963).
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- 2022
13. Racial Differences in Val122Ile-Associated Transthyretin Cardiac Amyloidosis
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Jaya Batra, Hannah Rosenblum, Francesco Cappelli, Mattia Zampieri, Iacopo Olivotto, Jan M. Griffin, Sunil E. Saith, Sergio Teruya, Jeffeny De Los Santos, Alessia Argiro, Daniel Burkhoff, Federico Perfetto, and Mathew S. Maurer
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Heart Failure ,Amyloid Neuropathies, Familial ,Humans ,Prealbumin ,Amyloidosis ,Cardiomyopathies ,Cardiology and Cardiovascular Medicine ,United States ,Race Factors - Abstract
The valine-to-isoleucine substitution (Val122Ile) is the most common variant of transthyretin (TTR) amyloidosis in the United States, affecting primarily individuals of African descent. This variant has been identified recently in a cluster of white individuals in Italy.Clinical phenotype and chamber performance of Black and white individuals with Val122Ile TTR cardiac amyloidosis (ATTR-CA) were compared. Compared to white patients (n = 17), Black individuals (n = 53) had lower systolic blood pressures (110 vs 131 mmHg,0.001), reduced pulse pressures (41 vs 58 mmHg; P0.001), and impaired renal function (eGFR 46 vs 67 mL/min/1.73mDespite presenting at ages similar to those of white patients, Black individuals with Val122Ile-associated ATTR-CA had a greater degree of cardiac chamber dysfunction at the time of diagnosis due to impaired ventricular capacitance. Whether these differences are attributable to amyloidosis or other cardiovascular disease requires further study.
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- 2022
14. Strength of clinical indication and therapeutic impact of the implantable cardioverter defibrillator in patients with hypertrophic cardiomyopathy
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Carlo Fumagalli, Valentina De Filippo, Chiara Zocchi, Luigi Tassetti, Martina Perazzolo Marra, Giulia Brunetti, Anna Baritussio, Alberto Cipriani, Barbara Bauce, Gianmarco Carrassa, Niccolò Maurizi, Mattia Zampieri, Chiara Calore, Manuel De Lazzari, Martina Berteotti, Paolo Pieragnoli, Domenico Corrado, and Iacopo Olivotto
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Male ,Candidacy ,Cardiomyopathy, Hypertrophic ,Implantable cardioverter defibrillators ,Risk Assessment ,Defibrillators, Implantable ,Hypertrophic cardiomyopathy ,Sudden cardiac death ,Death, Sudden, Cardiac ,Treatment Outcome ,Risk Factors ,Humans ,Cardiology and Cardiovascular Medicine ,Retrospective Studies ,Outcome - Abstract
The implantable cardioverter defibrillator(ICD) has revolutionized the management of patients with hypertrophic cardiomyopathy (HCM) at risk of sudden cardiac death (SCD). However, the identification of ideal candidates remains challenging. We aimed to describe the long-term impact of the ICD for primary prevention in patients with HCM based on stringent (high SCD risk) vs lenient indications (need for pacing/personal choice).Data from two Italian HCM Cardiomyopathy Units were retrospectively analyzed. Only patients1 follow-up visits were divided into two groups according to ICD candidacy:stringent (high SCD risk) and lenient (need for pacing, patients' choice, physician advice despite lack of high SCD risk). Major cardiac events (composite of appropriate shock/intervention and SCD) was the primary endpoint. A safety endpoint was defined as a composite of inappropriate shocks and device-related complications.Of 2009 patients, 252(12.5%) received an ICD, including 27(1.3%) in secondary prevention and 225(11.2%) in primary prevention (age at implantation 49 ± 16 years; men 65.3%). Among those in primary prevention, 167(74.2%) had stringent, while 58(25.8%) had lenient indications. At 5 ± 4 years, only stringent ICD patients experienced major cardiac events (2.84%/year, 5-year cumulative incidence: 8.1%, 95%CI [3.5-14.1%]). ICD-related complications were similar across stringent and lenient subgroups. However, patients implanted60 years had a significantly higher risk of adverse events.One third of ICD recipients with HCM in primary prevention received a lenient implantation and had no appropriate intervention. ICD implantation due to systematic upgrade in patients requiring pacing and increased risk perception may offer little advantage and increase complication rates.
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- 2022
15. Obstrucción medioventricular en miocardiopatía hipertrófica: un vacío de señal
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Mariana Brandão, Alberto Marchi, and Iacopo Olivotto
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Cardiology and Cardiovascular Medicine - Published
- 2023
16. Effect of Mavacamten on Echocardiographic Features in Symptomatic Patients With Obstructive Hypertrophic Cardiomyopathy
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Sheila M. Hegde, Steven J. Lester, Scott D. Solomon, Michelle Michels, Perry M. Elliott, Sherif F. Nagueh, Lubna Choudhury, David Zemanek, Donna R. Zwas, Daniel Jacoby, Andrew Wang, Carolyn Y. Ho, Wanying Li, Amy J. Sehnert, Iacopo Olivotto, Theodore P. Abraham, and Cardiology
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Cardiology and Cardiovascular Medicine - Abstract
Background: EXPLORER-HCM (Clinical Study to Evaluate Mavacamten [MYK-461] in Adults With Symptomatic Obstructive Hypertrophic Cardiomyopathy) demonstrated that mavacamten, a cardiac myosin inhibitor, improves symptoms, exercise capacity, and left ventricular outflow tract (LVOT) obstruction in patients with obstructive hypertrophic cardiomyopathy (oHCM). Objectives: The purpose of this study was to evaluate mavacamten's effect on measures of cardiac structure and function and its association with changes in other clinical measures. Methods: Key echocardiographic parameters from serial echocardiograms over 30 weeks from 251 symptomatic oHCM patients (mavacamten [n = 123], placebo [n = 128]) were assessed in a core laboratory. Results: More patients on mavacamten (80.9%; n = 76 of 94) vs placebo (34.0%; n = 33 of 97) showed complete resolution of mitral valve systolic anterior motion after 30 weeks (difference, 46.8%; P < 0.0001). Mavacamten also improved measures of diastolic function vs placebo, including left atrial volume index (LAVI) (mean ± SD baseline: 40 ± 12 mL/m2 vs 41 ± 14 mL/m2; mean change from baseline of –7.5 mL/m2 [95% CI: –9.0 to –6.1 mL/m2] vs –0.09 mL/m2 [95% CI: –1.6 to 1.5 mL/m2]; P < 0.0001) and lateral E/e’ (baseline, 15 ± 6 vs 15 ± 8; change of –3.8 [95% CI: –4.7 to –2.8] vs 0.04 [95% CI: –0.9 to 1.0]; P < 0.0001). Among mavacamten-treated patients, improvement in resting, Valsalva, and post-exercise LVOT gradients, LAVI, and lateral E/e’ was associated with reduction in N-terminal pro–B-type natriuretic peptide (P ≤ 0.03 for all). Reduction in LAVI was associated with improved peak exercise oxygen consumption (P = 0.04). Conclusions: Mavacamten significantly improved measures of left ventricular diastolic function and systolic anterior motion. Improvement in LVOT obstruction, LAVI, and E/e’ was associated with reduction in a biomarker of myocardial wall stress (N-terminal pro–B-type natriuretic peptide). These findings demonstrate improvement in important markers of the pathophysiology of oHCM with mavacamten. (Clinical Study to Evaluate Mavacamten [MYK-461] in Adults With Symptomatic Obstructive Hypertrophic Cardiomyopathy; NCT03470545)
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- 2021
17. Mid-ventricular obstruction in hypertrophic cardiomyopathy: a signal void
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Mariana, Brandão, Alberto, Marchi, and Iacopo, Olivotto
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General Medicine - Published
- 2022
18. CE-452775-4 LONG-TERM ARRHYTHMIC FOLLOW-UP AND PERFORMANCE OF MODERN RISK STRATIFICATION TOOLS IN LARGE COHORT OF PATIENTS WITH DESMOPLAKIN ARRHYTHMOGENIC CARDIOMYOPATHY
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Alessio Gasperetti, Richard Carrick, Alexander Protonotarios, Mikael Laredo, Iris van der Schaaf, Petros Syrris, Brittney Murray, Crystal Tichnell, Chiara Cappelletto, Marta Gigli, Kristen Medo, Peter Crabtree, Ardan Saguner, Firat Duru, Robyn Hylind, Dominic J. Abrams, Neal Lakdawala, Charles Massie, Julia Cadrin-Tourigny, Mattia Targetti, Iacopo Olivotto, Maddalena Graziosi, Moniek Cox, Elena Biagini, Philippe Charron, Michela Casella, Claudio Tondo, Momina Yazdani, James S. Ware, Sanjay Prasad, Leonardo Caló, Eric D. Smith, Adam Helms, Sophie Hespe, Jodie Ingles, Harikrishna Tandri, Flavie Ader, Luisa Mestroni, Arthur A. Wilde, Marco Merlo, Estelle Gandjbakhch, Hugh Calkins, Anneline te Riele, Peter van Tintelen, Perry Elliott, and Cynthia A. James
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Physiology (medical) ,Cardiology and Cardiovascular Medicine - Published
- 2023
19. MP-453089-11 DIFFERENCES IN UTILIZATION OF PRIMARY PREVENTION IMPLANTABLE CARDIOVERTER DEFIBRILLATORS IN ARRHYTHMOGENIC RIGHT VENTRICULAR CARDIOMYOPATHY ACROSS NORTH AMERICA AND EUROPE
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Richard Carrick, Corrado De Marco, Alessio Gasperetti, Laurens P. Bosman, JEAN BAPTISTE GOURRAUD, Andrea Mazzanti, Brittney A. Murray, Catherine Pendleton, Crystal Tichnell, Harikrishna Tandri, Katja Zeppenfeld, Arthur A. Wilde, Brianna Davies, Colette M. Seifer, Jason D. Roberts, Jeffrey S. Healey, Ciorsti MacIntyre, Wael Alqarawi, Rafik Tadros, Michael J. Cutler, Mattia Targetti, Leonardo Caló, Francesco Vitali, Matteo Bertini, Paolo Compagnucci, Michela Casella, Antonio Dello Russo, Chiara Cappelletto, Antonio De Luca, Davide Stolfo, Firat Duru, Henrik K. Jensen, Anneli Svensson, Pia Dahlberg, Nina Hasselberg, Andrea Di Marco, Paloma Jorda, Elena Arbelo, Zoraida Moreno weidmann, Karolina Borowiec, Antoine Deliniere, Elzbieta K. Biernacka, Peter van Tintelen, Pyotr G. Platonov, Iacopo Olivotto, Ardan Saguner, Kristina H. Haugaa, Moniek Cox, Claudio Tondo, Marco Merlo, Andrew D. Krahn, Anneline te Riele, Katherine C. Wu, Hugh Calkins, Cynthia A. James, and JULIA CADRIN-TOURIGNY
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Physiology (medical) ,Cardiology and Cardiovascular Medicine - Published
- 2023
20. Maximal Wall Thickness Measurement in Hypertrophic Cardiomyopathy
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Rina Ariga, Petros Nihoyannopoulos, Elizabeth Ormondroyd, Aslan T. Turer, Perry M. Elliott, João B. Augutsto, Gabriella Captur, Rhodri H. Davies, Savvas Loizos, Charlotte Manisty, Alan G. Fraser, Diego Perez de Arenaza, Mark Westwood, Ilaria Lobascio, Andrew J. Taylor, Steffen E. Petersen, Claudia Camaioni, Timothy C. Wong, Vlad G. Zaha, Mouaz H. Al-Mallah, Betty Raman, Iacopo Olivotto, Arthur Nasis, Alberto Marchi, Shiro Nakamori, Hugh Watkins, Raymond Y. Kwong, Vimal Patel, Carolyn Y. Ho, Stefan Neubauer, Anish N Bhuva, Reza Nezafat, Lijun Tang, Guy Lloyd, Jenade Bonsu-Ofori, Chunming Li, Sinitsyn Valentin, and James C. Moon
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medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,Hypertrophic cardiomyopathy ,Magnetic resonance imaging ,medicine.disease ,Sudden cardiac death ,Internal medicine ,Cohort ,cardiovascular system ,medicine ,Cardiology ,Biomarker (medicine) ,Radiology, Nuclear Medicine and imaging ,In patient ,cardiovascular diseases ,Clinical care ,Cardiology and Cardiovascular Medicine ,Wall thickness ,business - Abstract
Objectives\udThe aim of this study was to define the variability of maximal wall thickness (MWT) measurements across modalities and predict its impact on care in patients with hypertrophic cardiomyopathy (HCM).\ud\udBackground\udLeft ventricular MWT measured by echocardiography or cardiovascular magnetic resonance (CMR) contributes to the diagnosis of HCM, stratifies risk, and guides key decisions, including whether to place an implantable cardioverter-defibrillator (ICD).\ud\udMethods\udA 20-center global network provided paired echocardiographic and CMR data sets from patients with HCM, from which 17 paired data sets of the highest quality were selected. These were presented as 7 randomly ordered pairs (at 6 cardiac conferences) to experienced readers who report HCM imaging in their daily practice, and their MWT caliper measurements were captured. The impact of measurement variability on ICD insertion decisions was estimated in 769 separately recruited multicenter patients with HCM using the European Society of Cardiology algorithm for 5-year risk for sudden cardiac death.\ud\udResults\udMWT analysis was completed by 70 readers (from 6 continents; 91% with >5 years’ experience). Seventy-nine percent and 68% scored echocardiographic and CMR image quality as excellent. For both modalities (echocardiographic and then CMR results), intramodality inter-reader MWT percentage variability was large (range –59% to 117% [SD ±20%] and –61% to 52% [SD ±11%], respectively). Agreement between modalities was low (SE of measurement 4.8 mm; 95% CI 4.3 mm-5.2 mm; r = 0.56 [modest correlation]). In the multicenter HCM cohort, this estimated echocardiographic MWT percentage variability (±20%) applied to the European Society of Cardiology algorithm reclassified risk in 19.5% of patients, which would have led to inappropriate ICD decision making in 1 in 7 patients with HCM (8.7% would have had ICD placement recommended despite potential low risk, and 6.8% would not have had ICD placement recommended despite intermediate or high risk).\ud\udConclusions\udUsing the best available images and experienced readers, MWT as a biomarker in HCM has a high degree of inter-reader variability and should be applied with caution as part of decision making for ICD insertion. Better standardization efforts in HCM recommendations by current governing societies are needed to improve clinical decision making in patients with HCM.
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- 2021
21. Systematic large-scale assessment of the genetic architecture of left ventricular noncompaction reveals diverse etiologies
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Antonio de Marvao, Francesca Girolami, Antonis Pantazis, Francesco Mazzarotto, A. John Baksi, James S. Ware, Kathryn A. McGurk, Iacopo Olivotto, Megan H. Hawley, Angharad M. Roberts, Sanjay K Prasad, Roddy Walsh, Elisabetta Cerbai, Paul J.R. Barton, Beatrice Boschi, Ben Statton, Soha Romeih, Leander Beekman, Elisabeth M. Lodder, Declan P. O'Regan, Matteo Beltrami, Connie R. Bezzina, Magdi H. Yacoub, Birgit Funke, Mona Allouba, Yasmine Aguib, Stuart A. Cook, Fondation Leducq, British Heart Foundation, Wellcome Trust, Guys & St Thomas NHS Foundation Trust, Department of Health, Imperial College Healthcare NHS Trust- BRC Funding, Mason Medical Research Foundation, The Academy of Medical Sciences, Cardiology, ACS - Amsterdam Cardiovascular Sciences, Human Genetics, and ACS - Heart failure & arrhythmias
- Subjects
Cardiomyopathy, Dilated ,Heart Defects, Congenital ,0301 basic medicine ,Population ,Cardiomyopathy ,030204 cardiovascular system & hematology ,Biology ,DIAGNOSIS ,Article ,CLASSIFICATION ,DISEASE ,Congenital ,03 medical and health sciences ,0302 clinical medicine ,Dilated ,medicine ,Humans ,Genetic Testing ,cardiovascular diseases ,education ,Genetics (clinical) ,Heart Defects ,CARDIOLOGY ,Genetic testing ,Genetics & Heredity ,Genetics ,0604 Genetics ,education.field_of_study ,Science & Technology ,CARDIOMYOPATHY ,medicine.diagnostic_test ,MUTATIONS ,STATEMENT ,Hypertrophic cardiomyopathy ,1103 Clinical Sciences ,Dilated cardiomyopathy ,Cardiomyopathy, Hypertrophic ,medicine.disease ,Genetic architecture ,030104 developmental biology ,Hypertrophic ,cardiovascular system ,Left ventricular noncompaction ,MYH7 ,Cardiomyopathies ,Life Sciences & Biomedicine - Abstract
Purpose: To characterize the genetic architecture of left ventricular noncompaction (LVNC) and investigate the extent to which it may represent a distinct pathology or a secondary phenotype associated with other cardiac diseases. Methods: We performed rare variant association analysis with 840 LVNC cases and 125,748 gnomAD population controls, and compared results to similar analyses on dilated cardiomyopathy (DCM) and hypertrophic cardiomyopathy (HCM). Results: We observed substantial genetic overlap indicating that LVNC often represents a phenotypic variation of DCM or HCM. In contrast, truncating variants in MYH7, ACTN2, and PRDM16 were uniquely associated with LVNC and may reflect a distinct LVNC etiology. In particular, MYH7 truncating variants (MYH7tv), generally considered nonpathogenic for cardiomyopathies, were 20-fold enriched in LVNC cases over controls. MYH7tv heterozygotes identified in the UK Biobank and healthy volunteer cohorts also displayed significantly greater noncompaction compared with matched controls. RYR2 exon deletions and HCN4 transmembrane variants were also enriched in LVNC, supporting prior reports of association with arrhythmogenic LVNC phenotypes. Conclusion: LVNC is characterized by substantial genetic overlap with DCM/HCM but is also associated with distinct noncompaction and arrhythmia etiologies. These results will enable enhanced application of LVNC genetic testing and help to distinguish pathological from physiological noncompaction.
- Published
- 2021
22. Cardiac involvement in eosinophilic granulomatosis with polyangiitis (formerly Churg-Strauss syndrome): Prospective evaluation at a tertiary referral centre
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Elena Silvestri, Matteo Beltrami, Domenico Prisco, Mattia Zampieri, Carlo Fumagalli, Silvia Pradella, Maria Letizia Urban, Lorenzo-Lupo Dei, Augusto Vaglio, Alessandra Bettiol, Alberto Marchi, Katia Baldini, Giacomo Emmi, Martina Berteotti, Iacopo Olivotto, Niccolò Marchionni, and Alessia Tomberli
- Subjects
medicine.medical_specialty ,Myocarditis ,Population ,Churg-Strauss Syndrome ,030204 cardiovascular system & hematology ,Tertiary Care Centers ,Angina ,03 medical and health sciences ,Pericarditis ,0302 clinical medicine ,Internal medicine ,Eosinophilic ,Internal Medicine ,medicine ,Humans ,Prospective Studies ,030212 general & internal medicine ,education ,education.field_of_study ,business.industry ,Granulomatosis with Polyangiitis ,Heart ,Middle Aged ,medicine.disease ,3. Good health ,Granulomatosis with polyangiitis ,business ,Vasculitis ,Systemic vasculitis - Abstract
Background Eosinophilic granulomatosis with polyangiitis (EGPA) is a rare systemic vasculitis. Cardiac specific involvement (CSI) is caused by coronary artery vasculitis, but also by myocardial eosinophilic infiltration. To date, the prevalence of CSI associated with EGPA is unresolved. Aim of this study was to systematically assess the prevalence and clinical impact of CSI in a consecutive outpatient EGPA population. Methods Between October 2018 and July 2019, we prospectively enrolled 52 consecutive EGPA patients. All underwent comprehensive evaluation including a standardized questionnaire, physical examination, 12-lead-ECG, echocardiography. Cardiac magnetic resonance and 24 h-Holter were performed as deemed clinically appropriate. Cardiac abnormalities were defined as CSI based on the likelihood of their relation to EGPA vasculitis, after exclusion of alternative diagnoses. Results 52 enrolled patients, mean age 59±1 years. Thirteen of the 52 patients (25%) were classified as CSI+. CSI was characterized by myocarditis in four patients, non-scar-related regional wall motions abnormalities (RWMA) in three, apical thrombosis in two (one also had RWMA), pericarditis in three and non-atherosclerotic coronary disease (Prinzmetal angina and coronaritis) in 2. Five (38%) of the 13 CSI+ patients, presented an apical aneurysm. Peak eosinophil count at diagnosis was higher in CSI+: 8000 /μl vs CSI-: 3000 /μl, p = 0.017. Overall, 2 patients had severe LV dysfunction, 5 required urgent hospitalization and 8 required long-term cardioactive therapy. Conclusions CSI was present in one-quarter of patients, often associated with high peak eosinophils. Myocarditis, RWMA and apical aneurysms were the most common manifestations. Although rarely severe and life-threatening, CSI often required long-term cardioactive treatment.
- Published
- 2021
23. Cardiogenic Shock in Obstructive Hypertrophic Cardiomyopathy Plus Apical Ballooning
- Author
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Iacopo Olivotto, Pasquale Bernardo, Leonardo Bolognese, Carlo Di Mario, Pierluigi Stefàno, Maurizio Pieroni, Francesco Cappelli, Valentina Andrei, Flavia Caniato, and Cecilia Agostini
- Subjects
0301 basic medicine ,Inotrope ,CS, cardiogenic shock ,medicine.medical_specialty ,LVOTO, left ventricular outflow tract obstruction ,AF, atrial fibrillation ,HCM, hypertrophic cardiomyopathy ,acute heart failure ,medicine.medical_treatment ,Cardiomyopathy ,inotropes ,Ventricular outflow tract obstruction ,030105 genetics & heredity ,HF, heart failure ,MR, mitral regurgitation ,03 medical and health sciences ,Mini-Focus Issue: Heart failure ,0302 clinical medicine ,Internal medicine ,SAM, systolic anterior movement ,medicine ,Extracorporeal membrane oxygenation ,EF, ejection fraction ,Diseases of the circulatory (Cardiovascular) system ,cardiovascular diseases ,Mitral regurgitation ,business.industry ,Cardiogenic shock ,Levosimendan ,medicine.disease ,TTE, transthoracic echocardiography ,RC666-701 ,Cardiology ,Case Report: Clinical Case ,medicine.symptom ,cardiac assist devices ,Cardiology and Cardiovascular Medicine ,business ,VA-ECMO, veno-arterial extracorporeal membrane oxygenation ,cardiomyopathy ,Perfusion ,030217 neurology & neurosurgery ,medicine.drug - Abstract
A patient with known obstructive hypertrophic cardiomyopathy developed worsening left ventricular outflow tract obstruction, severe mitral regurgitation, and apical ballooning leading to cardiogenic shock, a combination in which treatment of each component could worsen the others. Emergency veno-arterial extracorporeal membrane oxygenation, levosimendan, and noradrenaline transiently restored adequate systemic perfusion and gas exchange. Surgical myectomy offered a more definitive solution. (Level of Difficulty: Intermediate.), Graphical abstract
- Published
- 2021
24. Histopathology of the Mitral Valve Residual Leaflet in Obstructive Hypertrophic Cardiomyopathy
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Aaron L. Troy, Navneet Narula, Daniele Massera, Elizabeth Adlestein, Isabel Castro Alvarez, Paul M.L. Janssen, Andre L. Moreira, Iacopo Olivotto, Alexandra Stepanovic, Kristen Thomas, Briana Zeck, Luis Chiriboga, Daniel G. Swistel, and Mark V. Sherrid
- Published
- 2023
25. Efficacy And Safety Of Aficamten In Patients With Symptomatic Obstructive Hypertrophic Cardiomyopathy: Interim Results From The Randomized Evaluation Of Dosing With Ck-3773274 In Hypertrophic Cardiomyopathy Open Label Extension Study
- Author
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Ahmad Masri, Theodore P. Abraham, Lubna Choudhury, Anjali T. Owens, Albree Tower-Rader, Florian Rader, Pablo Garcia-Pavia, Iacopo Olivotto, Caroline Coats, Michael A. Fifer, Scott D. Solomon, Hugh Watkins, Stephen B. Heitner, Daniel Jacoby, Stuart Kupfer, Fady I. Malik, Lisa Meng, Sharon L. Paige, Amy Wohltman, Martin S. Maron, and Sara Saberi
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2023
26. AFICAMTEN IN PATIENTS WITH SYMPTOMATIC NON-OBSTRUCTIVE HYPERTROPHIC CARDIOMYOPATHY (REDWOOD-HCM COHORT 4)
- Author
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Ahmad Masri, Mark V. Sherrid, Lubna Choudhury, Florian Rader, Christopher M. Kramer, Sara Saberi, Timothy C. Wong, Aslan Teyfik Turer, Sherif F. Nagueh, Anjali Tiku Owens, Caroline Coats, Iacopo Olivotto, Hugh Watkins, Michael A. Fifer, Scott D. Solomon, Theodore P. Abraham, Steve Heitner, Dan Jacoby, Stuart Kupfer, Fady I. Malik, Lisa Meng, Regina L. Sohn, Amy Wohltman, and Martin S. Maron
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2023
27. 96-WEEK CARDIAC MAGNETIC RESONANCE (CMR) RESULTS OF TREATMENT WITH MAVACAMTEN FROM THE EXPLORER COHORT OF THE MAVA-LONG-TERM EXTENSION (LTE) STUDY IN PATIENTS (PTS) WITH OBSTRUCTIVE HYPERTROPHIC CARDIOMYOPATHY (HCM)
- Author
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Sara Saberi, Christopher M. Kramer, Artur Oreziak, Ahmad Masri, Roberto Barriales Villa, Theodore P. Abraham, Neal K. Lakdawala, Andrew Wang, Lubna Choudhury, Florian Rader, Sheila M. Hegde, Raymond Y. Kwong, Ganesh Balaratnam, Greg Kurio, Shawna Fox, Iacopo Olivotto, and Anjali Tiku Owens
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2023
28. LONG-TERM EFFICACY AND SAFETY OF AFICAMTEN IN PATIENTS WITH SYMPTOMATIC OBSTRUCTIVE HYPERTROPHIC CARDIOMYOPATHY
- Author
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Sara Saberi, Theodore P. Abraham, Lubna Choudhury, Anjali Tiku Owens, Albree Tower-Rader, Florian Rader, Pablo Garcia Pavia, Iacopo Olivotto, Caroline Coats, Michael A. Fifer, Scott D. Solomon, Hugh Watkins, Steve Heitner, Dan Jacoby, Stuart Kupfer, Fady I. Malik, Lisa Meng, Amy Wohltman, Martin S. Maron, and Ahmad Masri
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2023
29. Cardiac Involvement in Fabry Disease
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Mehdi Namdar, Albert Hagège, Eloisa Arbustini, Päivi Pietilä-Effati, Aleš Linhart, Roberto Barriales-Villa, Peter Nordbeck, Johanna Kuusisto, Iacopo Olivotto, Antonia Camporeale, Andreja Cokan Vujkovac, Perry M. Elliott, Maurizio Pieroni, and James C. Moon
- Subjects
medicine.medical_specialty ,business.industry ,Cardiomyopathy ,Hypertrophic cardiomyopathy ,Disease ,Enzyme replacement therapy ,030204 cardiovascular system & hematology ,Left ventricular hypertrophy ,medicine.disease ,Fabry disease ,03 medical and health sciences ,0302 clinical medicine ,Heart failure ,Internal medicine ,Cardiology ,medicine ,Myocardial fibrosis ,030212 general & internal medicine ,Cardiology and Cardiovascular Medicine ,business - Abstract
Fabry disease (FD) is a rare X-linked inherited lysosomal storage disorder caused by deficient α-galactosidase A activity that leads to an accumulation of globotriasylceramide (Gb3) in affected tissues, including the heart. Cardiovascular involvement usually manifests as left ventricular hypertrophy, myocardial fibrosis, heart failure, and arrhythmias, which limit quality of life and represent the most common causes of death. Following the introduction of enzyme replacement therapy, early diagnosis and treatment have become essential to slow disease progression and prevent major cardiac complications. Recent advances in the understanding of FD pathophysiology suggest that in addition to Gb3 accumulation, other mechanisms contribute to the development of Fabry cardiomyopathy. Progress in imaging techniques have improved diagnosis and staging of FD-related cardiac disease, suggesting a central role for myocardial inflammation and setting the stage for further research. In addition, with the recent approval of oral chaperone therapy and new treatment developments, the FD-specific treatment landscape is rapidly evolving.
- Published
- 2021
30. Prevalence, causes and predictors of cardiovascular hospitalization in patients with hypertrophic cardiomyopathy
- Author
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Alenya Bertini, Francesco Cappelli, Leonardo Bolognese, Alberto Marchi, Carlo Fumagalli, Elisa Vignini, Gianmarco Carrassa, Lucia Martinese, Alessia Tomberli, Mattia Zampieri, Michele Ciabatti, Martina Berteotti, Maurizio Pieroni, Iacopo Olivotto, and Matteo Beltrami
- Subjects
medicine.medical_specialty ,030204 cardiovascular system & hematology ,Sudden cardiac death ,03 medical and health sciences ,0302 clinical medicine ,Quality of life ,Cardiac magnetic resonance imaging ,Internal medicine ,Prevalence ,medicine ,Humans ,Heart Atria ,030212 general & internal medicine ,Retrospective Studies ,Body surface area ,Ejection fraction ,medicine.diagnostic_test ,business.industry ,Hypertrophic cardiomyopathy ,Cardiomyopathy, Hypertrophic ,medicine.disease ,Hospitalization ,Heart failure ,Ventricular fibrillation ,Cardiology and Cardiovascular Medicine ,business - Abstract
Despite numerous studies assessing the natural history of patients with hypertrophic cardiomyopathy (HCM), there is lack of data regarding the burden of hospitalization. Aim of this study was to describe prevalence, causes and predictors of cardiovascular hospitalization in patients with HCM.We retrospectively included 253 patients with HCM undergoing first evaluation at our center. Enrolment criteria included cardiac magnetic resonance imaging (CMRI) at baseline and 1-year follow-up. All hospital admissions were recorded during follow-up and adjudicated as acute vs elective and cardiovascular (CV) vs non-cardiovascular (non-CV).During 6.4 ± 4.0 years there were 187 hospitalizations in 92 patients (36%, at a rate of 5.7%/year). Most were CV-related (158/187,84.5%; 4.8%/year) while non-CV admissions were 29/187 (15.5%, 0.88%/year). There was a slight predominance of elective (n = 96, 58%, 2.8%/year) vs acute (n = 62, 41.8%, 2.0%/year) CV hospitalizations. Independent predictors of CV hospitalization were baseline symptoms (NYHA class II vs I: HR 2.06; 95% CI 1.24-3.43, NYHA III-IV vs I: HR 3.05; 95% CI 1.40-6.65, p = .004), indexed left atrial (LA) volume (HR 1.03; 95% CI 1.01-1.04, p .001), and lower indexed right ventricular end-diastolic volume iRVEDV) at cardiac magnetic resonance (HR 0.99; 95% CI 0.97-0.99, p = .03).In little over 6 years, CV hospitalization was required in over one-in-three of our HCM patients, often unplanned and due to acute disease-related complications. Symptomatic status, larger LA volume and reduced iRVEDV at baseline were independently associated with CV admissions. Strategies aimed at preventing hospitalizations are an important target to reduce the burden of disease in HCM patients.
- Published
- 2020
31. Long-term efficacy and safety of migalastat treatment in Fabry disease: 30-month results from the open-label extension of the randomized, phase 3 ATTRACT study
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Kathleen Nicholls, Toya Ohashi, Derralynn Hughes, Jay A. Barth, Nina Skuban, Takashi Hamazaki, Gere Sunder-Plassmann, Julie Yu, Suma P. Shankar, Iacopo Olivotto, Khan Nedd, Ulla Feldt-Rasmussen, and Damara Ortiz
- Subjects
Adult ,Male ,0301 basic medicine ,medicine.medical_specialty ,1-Deoxynojirimycin ,Adolescent ,Endocrinology, Diabetes and Metabolism ,Urology ,Renal function ,Chaperone ,030105 genetics & heredity ,Kidney ,Left ventricular hypertrophy ,Biochemistry ,Biomarkers, Pharmacological ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Migalastat ,Genetics ,medicine ,Humans ,Enzyme Replacement Therapy ,Molecular Biology ,Aged ,Fabry disease ,business.industry ,Lysosomal disorders ,Enzyme replacement therapy ,Middle Aged ,medicine.disease ,Clinical trial ,Clinical research ,alpha-Galactosidase ,Mutation ,Fabry Disease ,Female ,Hypertrophy, Left Ventricular ,business ,030217 neurology & neurosurgery ,Kidney disease - Abstract
Results from the 18-month randomized treatment period of the phase 3 ATTRACT study demonstrated the efficacy and safety of oral migalastat compared with enzyme replacement therapy (ERT) in patients with Fabry disease who previously received ERT. Here, we report data from the subsequent 12-month, migalastat-only, open-label extension (OLE) period. ATTRACT (Study AT1001–012; NCT01218659) was a randomized, open-label, active-controlled study in patients aged 16–74 years with Fabry disease, an amenable GLA variant, and an estimated glomerular filtration rate (eGFR) ≥30 mL/min/1.73 m2. During the OLE, patients who received migalastat 150 mg every other day (QOD) during the randomized period continued receiving migalastat (Group 1 [MM]); patients who received ERT every other week discontinued ERT and started migalastat treatment (Group 2 [EM]). Outcome measures included eGFR, left ventricular mass index (LVMi), composite clinical outcome (renal, cardiac or cerebrovascular events), and safety. Forty-six patients who completed the randomized treatment period continued into the OLE (Group 1 [MM], n = 31; Group 2 [EM], n = 15). eGFR remained stable in both treatment groups. LVMi decreased from baseline at month 30 in Group 1 (MM) in patients with left ventricular hypertrophy at baseline. Only 10% of patients experienced a new composite clinical event with migalastat treatment during the OLE. No new safety concerns were reported. In conclusion, in patients with Fabry disease and amenable GLA variants, migalastat 150 mg QOD was well tolerated and demonstrated durable, long-term stability of renal function and reduction in LVMi.
- Published
- 2020
32. Embolic risk stratification and prognostic impact of early surgery in left-sided infective endocarditis
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Lorenzo Roberto Suardi, Niccolò Marchionni, Stefano Del Pace, Lorenzo Brandi, Nicole Ceschia, Benedetta Tomberli, Filippo Bartalesi, Valentina Scheggi, Nicola Zoppetti, Iacopo Olivotto, Pierluigi Stefàno, Bruno Alterini, and Valentina Andrei
- Subjects
medicine.medical_specialty ,Embolism ,risk stratification ,030204 cardiovascular system & hematology ,Risk Assessment ,03 medical and health sciences ,Early surgery ,0302 clinical medicine ,Risk Factors ,Internal Medicine ,Left sided infective endocarditis ,medicine ,Humans ,030212 general & internal medicine ,Retrospective Studies ,Endocarditis ,Medical treatment ,business.industry ,Endocarditis, Bacterial ,Prognosis ,medicine.disease ,Surgery ,Cardiac surgery ,Heart failure ,Infective endocarditis ,Risk stratification ,Etiology ,business - Abstract
Background: In patients with left-sided infective endocarditis (IE) and heart failure associated with large vegetations, early surgery prevents embolic events. However, optimal timing of surgery for other indications is still unresolved particularly when the presence of large vegetations represents the sole indication. Methods: We retrospectively analyzed 308 consecutive patients admitted to our department with definite left-sided IE. Of these patients, 243 (79%) underwent cardiac surgery (complicated IE), 34 patients with uncomplicated IE received medical treatment, 24 were not operated due to prohibitive general conditions and 7 refused surgery. Long-term follow-up was obtained by structured telephone interviews. Results: During the 6-year follow-up (average 121.8 weeks ± 76), patients not operated because of general conditions or refusal had the worst prognosis, while outcome in operated patients for complicated IE was comparable to that of uncomplicated IE treated medically. Early (
- Published
- 2020
33. Appropriate and inappropriate shocks in hypertrophic cardiomyopathy patients with subcutaneous implantable cardioverter-defibrillators: An international multicenter study
- Author
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Babak Nazer, Daniel Jacoby, Paolo Pieragnoli, Andrew Gray, Tuna Ustunkaya, Anjali T. Owens, Nikolaos Papoutsidakis, Stephen B. Heitner, Stacey J. Howell, Zack Dale, Nosheen Reza, Gianmarco Carrassa, Miriam R. Elman, David S. Frankel, Giuseppe Ricciardi, and Iacopo Olivotto
- Subjects
Adult ,Male ,medicine.medical_specialty ,Adolescent ,Sinus tachycardia ,030204 cardiovascular system & hematology ,Global Health ,Risk Assessment ,Sudden death ,Article ,Sudden cardiac death ,Electrocardiography ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Risk Factors ,Physiology (medical) ,Internal medicine ,medicine ,Humans ,cardiovascular diseases ,030212 general & internal medicine ,Aged ,business.industry ,Incidence ,Incidence (epidemiology) ,Hypertrophic cardiomyopathy ,Odds ratio ,Cardiomyopathy, Hypertrophic ,Middle Aged ,medicine.disease ,Confidence interval ,Defibrillators, Implantable ,Primary Prevention ,Death, Sudden, Cardiac ,Cohort ,Tachycardia, Ventricular ,Cardiology ,Female ,medicine.symptom ,Cardiology and Cardiovascular Medicine ,business - Abstract
Background Subcutaneous implantable cardioverter-defibrillators (S-ICDs) are attractive for preventing sudden cardiac death in hypertrophic cardiomyopathy (HCM) as they mitigate risks of transvenous leads in young patients. However, S-ICDs may be associated with increased inappropriate shock (IAS) in HCM patients. Objective The purpose of this study was to assess the incidence and predictors of appropriate shock and IAS in a contemporary HCM S-ICD cohort. Methods We collected electrocardiographic and clinical data from HCM patients who underwent S-ICD implantation at 4 centers. Etiologies of all S-ICD shocks were adjudicated. We used Firth penalized logistic regression to derive adjusted odds ratios (aORs) for predictors of IAS. Results Eighty-eight HCM patients received S-ICDs (81 for primary and 7 for secondary prevention) with a mean follow-up of 2.7 years. Five patients (5.7%) had 9 IAS episodes (3.8 IAS per 100 patient-years) most often because of sinus tachycardia and/or T-wave oversensing. Independent predictors of IAS were higher 12-lead electrocardiographic R-wave amplitude (aOR 2.55 per 1 mV; 95% confidence interval 1.15–6.38) and abnormal T-wave inversions (aOR 0.16; 95% confidence interval 0.02–0.97). There were 2 appropriate shocks in 7 secondary prevention patients and none in 81 primary prevention patients, despite 96% meeting Enhanced American College of Cardiology/American Heart Association criteria and the mean European HCM Risk-SCD score predicting 5.7% 5-year risk. No patients had sudden death or untreated sustained ventricular arrhythmias. Conclusion In this multicenter HCM S-ICD study, IAS were rare and appropriate shocks confined to secondary prevention patients. The R-wave amplitude increased IAS risk, whereas T-wave inversions were protective. HCM primary prevention implantable cardioverter-defibrillator guidelines overestimated the risk of appropriate shocks in our cohort.
- Published
- 2020
34. Infection with SARS-CoV-2 Variants is Associated with Different Long COVID Phenotypes
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Michele Spinicci, Lucia Graziani, Marta Tilli, Jerusalem Nkurunziza, Iacopo Vellere, Beatrice Borchi, Jessica Mencarini, Irene Campolmi, Leonardo Gori, Lorenzo Giovannoni, Carla Amato, Luca Livi, Laura Rasero, Francesco Fattirolli, Rossella Marcucci, Betti Giusti, Iacopo Olivotto, Sara Tomassetti, Federico Lavorini, Francesco Annunziato, Niccolo Marchionni, Lorenzo Zammarchi, and Alessandro Bartoloni
- Published
- 2022
35. Corrigendum to 'Syncope in hypertrophic cardiomyopathy (part I): An updated systematic review and meta-analysis' [International Journal of Cardiology Volume 357, 15 June 2022, Pages 88–94]
- Author
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Giuseppe Mascia, Lia Crotti, Antonella Groppelli, Marco Canepa, Andrea Carlo Merlo, Stefano Benenati, Paolo Di Donna, Roberta Della Bona, Davide Soranna, Antonella Zambon, Italo Porto, Iacopo Olivotto, Gianfranco Parati, Michele Brignole, and Franco Cecchi
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2023
36. Cellular determinants of arrhythmic risk in hypertrophic cardiomyopathy
- Author
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Lorenzo Santini, Beatrice Bacchi, Cecilia Ferrantini, Iacopo Olivotto, Raffaele Coppini, and Elisabetta Cerbai
- Subjects
Pharmacology ,Physiology ,Molecular Medicine - Published
- 2022
37. New York Heart Association Functional Class And Mortality In Obstructive Hypertrophic Cardiomyopathy
- Author
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Neal Lakdawala, Sara Saberi, Sharlene Day, Jodie Ingles, Chris Semsarian, Iacopo Olivotto, Carolyn Ho, Jennifer Fine, Yaping Xu, Megan Sutton, Jipan Xie, and Yan Wang
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2022
38. Participation in thrill-seeking activities by patients with hypertrophic cardiomyopathy: Individual preferences, adverse events and physician attitude
- Author
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Benjamin J. Vaccaro, Cynthia Burstein Waldman, Jodie Ingles, Niccolò Maurizi, Lisa Salberg, Daniel Jacoby, Christopher Semsarian, Iacopo Olivotto, Stephen B. Heitner, Nikolaos Papoutsidakis, and Meghan Mannello
- Subjects
Adult ,Male ,medicine.medical_specialty ,Attitude of Health Personnel ,Nausea ,030204 cardiovascular system & hematology ,Chest pain ,Risk Assessment ,Sudden cardiac death ,03 medical and health sciences ,Risk-Taking ,0302 clinical medicine ,Physicians ,Surveys and Questionnaires ,Palpitations ,medicine ,Humans ,030212 general & internal medicine ,Risk factor ,Adverse effect ,Aged ,hypertrophic cardiomyopathy, thrill-seeking activities, arrhythmias, sudden cardiac death ,business.industry ,Hypertrophic cardiomyopathy ,Patient Preference ,Cardiomyopathy, Hypertrophic ,Middle Aged ,medicine.disease ,Defibrillators, Implantable ,Cohort ,Physical therapy ,Female ,medicine.symptom ,Cardiology and Cardiovascular Medicine ,business ,Decision Making, Shared - Abstract
Background Thrill-seeking activities are a favorite pastime for people of all ages. Patients with hypertrophic cardiomyopathy (HCM) are often barred from participation on the basis of danger for arrhythmias. Our aim was to collect information regarding the safety of thrill-seeking activities for HCM patients. Methods An anonymous online survey invited adult HCM patients to report participation in 11 activities (rollercoaster riding, jet skiing, rafting, bungee jumping, rappelling, paragliding, kayaking/canoeing, motor racing, snowboarding, BASE jumping and skydiving) before and after HCM diagnosis, along with major (ICD shock, syncope) or minor (nausea, dizziness, palpitations, chest pain) adverse events related to participation, and relevant physician advice. Results Six hundred forty-seven HCM patients completed the survey, with 571 (88.2%) reporting participation in ≥1 TSAs (participant age 50.85 ± 14.21, 56.6% female, 8143 post-diagnosis participations). At time of survey, 457 participants (70.6%) were ICD-carriers or had ≥1 risk factor for sudden cardiac death. Nine (1.5%) participants reported a major event during or immediately after (60 minutes) of surveyed activity. Minor adverse events were reported by 181 participants (31.6%). In addition, 8 participants reported a major adverse event >60 minutes later but within the same day. Regarding physician advice, of the 213 responders (32.9%) receiving specific advice, 56 (26.2%) were told safety data is absent with no definitive recommendation, while 24 (11.2%) and 93 (43.6%) were told TSAs were respectively safe or dangerous. Conclusions In this cohort, participation in thrill-seeking activities rarely caused major adverse events. This information can be used for shared-decision making between providers and patients.
- Published
- 2019
39. Timing of invasive septal reduction therapies and outcome of patients with obstructive hypertrophic cardiomyopathy
- Author
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Carlo Fumagalli, Pierluigi Stefàno, Magdi H. Yacoub, Niccolò Marchionni, Benedetta Tomberli, David Antoniucci, Niccolò Maurizi, A Arretini, Francesca Girolami, Iacopo Olivotto, Alessandra Rossi, Luna Cavigli, Franco Cecchi, Silvia Passantino, Mattia Targetti, Katia Baldini, and Alessia Tomberli
- Subjects
Adult ,Male ,Alcohol septal ablation ,medicine.medical_specialty ,medicine.medical_treatment ,030204 cardiovascular system & hematology ,Time-to-Treatment ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Heart Septum ,medicine ,Humans ,Ventricular outflow tract ,030212 general & internal medicine ,Mortality ,Reduction (orthopedic surgery) ,Aged ,Retrospective Studies ,business.industry ,Atrial fibrillation ,Cardiomyopathy, Hypertrophic ,Middle Aged ,medicine.disease ,Septal myectomy ,Treatment Outcome ,Heart failure ,Catheter Ablation ,Cardiology ,Female ,Obstructive hypertrophic cardiomyopathy ,Cardiology and Cardiovascular Medicine ,business ,Complication ,Follow-Up Studies - Abstract
Whether early vs. delayed referral to septal reduction therapies (SRT, alcohol septal ablation or surgical myectomy) bears prognostic relevance in hypertrophic obstructive cardiomyopathy (HOCM) is unresolved. We analyzed the impact of SRT timing on the outcome of HOCM patients.We followed 126 patients for 5 ± 4 years after SRT (mean age 53 ± 15 years; 55 post-ASA and 71 post-SM). Based on time-to-treatment (TTT; from HOCM diagnosis to SRT), patients were divided into three groups: "3" years, N = 50; "3-5" years, N = 25; "5" years, N = 51.Patients with TTT 5 years were younger at diagnosis and more often had atrial fibrillation (AF). Left ventricular outflow tract (LVOT) gradients were comparable in the 3 TTT groups. Two patients died peri-operatively, all with TTT 5. Long-term, 8 patients died (3 suddenly and 5 due to heart failure). Mortality increased progressively with TTT (2% vs. 4% vs. 12% for TTT "3", "3-5", and "5" years, p for trend = 0.039). Independent predictors of disease progression (new-onset AF, worsening to NYHA III/IV symptoms, re-intervention or death) were TTT ("3-5" vs. "3" years: HR: 4.988, 95%CI: 1.394-17.843; "5" vs. "3" years: HR: 3.420, 95%CI: 1.258-9.293, overall p-value = 0.025), AF at baseline (HR: 1.896, 95%CI: 1.002-3.589, p = 0.036) and LVOT gradient (HR per mm Hg increase: 1.022, 95%CI: 1.007-1.024, p = 0.023).Delay in SRT referral has significant impact on long-term outcome of patients with HOCM, particularly when5 years from first detection of gradient, even when successful relief of symptoms and gradient is achieved. Earlier interventions are associated with lower complication rates and better prognosis, suggesting the importance of timely SRT to maximize treatment benefit and prevent late HOCM-related complications.
- Published
- 2018
40. Cardiomyopathies in children – inherited heart muscle disease
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Carlo Fumagalli, Chiara Chiriatti, Elisa Fedele, Iacopo Olivotto, Silvia Passantino, Silvia Favilli, Alberto Marchi, Niccolò Maurizi, Alice Brambilla, Paolo Guccione, and Luca Ghiselli
- Subjects
Heart transplantation ,medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Hypertrophic cardiomyopathy ,Cardiomyopathy ,Restrictive cardiomyopathy ,030204 cardiovascular system & hematology ,medicine.disease ,Natural history ,03 medical and health sciences ,0302 clinical medicine ,Heart failure ,Internal medicine ,Pediatrics, Perinatology and Child Health ,Epidemiology ,medicine ,Etiology ,Cardiology ,030212 general & internal medicine ,Cardiology and Cardiovascular Medicine ,business - Abstract
Pediatric cardiomyopathies of genetic origin directly involving the heart muscle – i.e. not related to metabolic causes - are rare, yet serious diseases of the heart with an annual incidence of 1.1 to 1.5 per 100,000 children. Cardiomyopathies are a prevalent cause of heart failure and the most common cause of heart transplantation in children older than 1 year of age. Dilated and hypertrophic cardiomyopathy (HCM) have the largest prevalence, whereas restrictive cardiomyopathy and left ventricular non-compaction are very rare. The epidemiology, natural history and prognostic indicators of pediatric cardiomyopathies were poorly understood before the 1990s, and many gaps in knowledge remain to this day. Advances in cardiac imaging and genomic characterization, including genome-wide analysis, are providing fresh insights into the etiology and outcome of children with cardiomyopathy. While morphological and clinical manifestations are similar to those of adult patients, pediatric cardiomyopathies tend to have more severe outcomes and may respond less well to pharmacological treatment. The present review aims to examine familial cardiomyopathies in children, focusing particularly on the risk predictors and outcome of HCM, probably the field with the most impressive advances in recent years.
- Published
- 2018
41. Anti-arrhythmic drugs in arrhythmogenic right ventricular cardiomyopathy: The importance of optimal beta-blocker dose titration
- Author
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Iacopo Olivotto, Alessio Gasperetti, and Mattia Targetti
- Subjects
medicine.medical_specialty ,medicine.diagnostic_test ,Dose titration ,business.industry ,medicine.drug_class ,Right ventricular cardiomyopathy ,Text mining ,Internal medicine ,Cardiology ,medicine ,Anti arrhythmic ,Cardiology and Cardiovascular Medicine ,business ,Electrocardiography ,Beta blocker - Published
- 2021
42. EFFICACY AND SAFETY OF AFICAMTEN AND DISOPYRAMIDE COADMINISTRATION IN OBSTRUCTIVE HYPERTROPHIC CARDIOMYOPATHY: RESULTS FROM REDWOOD-HCM COHORT 3
- Author
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Anjali Tiku Owens, Ahmad Masri, Theodore P. Abraham, Lubna Choudhury, Florian Rader, John D. Symanski, Aslan Teyfik Turer, Timothy C. Wong, Albree Tower-Rader, Caroline Coats, Michael A. Fifer, Iacopo Olivotto, Scott D. Solomon, Hugh Watkins, Laura Robertson, Lisa Meng, Sharon Paige, Amy Wohltman, Stuart Kupfer, Fady I. Malik, Stephen B. Heitner, and Martin S. Maron
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2022
43. THE EFFECT OF MAVACAMTEN ON CARDIOPULMONARY EXERCISE TESTING PERFORMANCE OF PATIENTS WITH OBSTRUCTIVE HYPERTROPHIC CARDIOMYOPATHY IN EXPLORER-HCM
- Author
-
Matthew Thomas Wheeler, Iacopo Olivotto, Perry M. Elliott, Sara Saberi, Anjali Tiku Owens, Mathew S. Maurer, Ahmad Masri, Amy Sehnert, Jay Edelberg, Wanying Li, Victoria Florea, Rajeev Malhotra, Andrew Wang, Artur Oreziak, Daniel Jacoby, and Jonathan N. Myers
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2022
44. Long-term multisystemic efficacy with migalastat in ERT-naive and ERT-experienced patients with amenable variants
- Author
-
Robert J. Hopkin, Daniel G. Bichet, Gere Sunder-Plassmann, Kathleen Nicholls, Iacopo Olivotto, Roberto Giugliani, Eva Krusinska, Biliana Veleva-Rotse, and Derralynn Hughes
- Subjects
Endocrinology ,Endocrinology, Diabetes and Metabolism ,Genetics ,Molecular Biology ,Biochemistry - Published
- 2022
45. Clinical and Molecular Aspects of Cardiomyopathies
- Author
-
Niccolò Maurizi, Iacopo Olivotto, Raffaele Coppini, Enrico Ammirati, and Amelia Morrone
- Subjects
0301 basic medicine ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,Cardiomyopathy ,General Medicine ,030204 cardiovascular system & hematology ,Precision medicine ,medicine.disease ,Natural history ,Clinical trial ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,medicine ,Cardiology and Cardiovascular Medicine ,business ,Intensive care medicine ,Genetic testing - Abstract
Cardiomyopathies are diseases of the myocardium, often genetically determined, associated with heterogeneous phenotypes and clinical manifestations. Despite significant progress in the understanding of these conditions, available treatments mostly target late complications, whereas approaches that promise to interfere with the primary mechanisms and natural history are just beginning to surface. The last decade has witnessed the establishment of large international cardiomyopathy registries, paralleled by advances in cardiac imaging and genetic testing, deeper understanding of the pathophysiology and growing involvement by the pharmaceutical industry. As a result, the number of molecular interventions under scrutiny is increasing sharply.
- Published
- 2018
46. Common presentation of rare cardiac diseases: Arrhythmias
- Author
-
Lia Crotti, Niccolò Maurizi, Gherardo Finocchiaro, Iacopo Olivotto, Olivotto, I, Finocchiaro, G, Maurizi, N, and Crotti, L
- Subjects
medicine.medical_specialty ,Heart Diseases ,Ventricular ectopy ,Referral ,Ion channel disorder ,media_common.quotation_subject ,Disease ,030204 cardiovascular system & hematology ,Neglect ,Electrocardiography ,03 medical and health sciences ,Rare Diseases ,0302 clinical medicine ,Genetic ,Humans ,Medicine ,030212 general & internal medicine ,Electrical instability ,Intensive care medicine ,Cardiomyopathie ,media_common ,business.industry ,Arrhythmias, Cardiac ,Diagnostic algorithms ,Atrial fibrillation ,MED/11 - MALATTIE DELL'APPARATO CARDIOVASCOLARE ,medicine.disease ,Rare cardiac disease ,cardiovascular system ,Presentation (obstetrics) ,Cardiomyopathies ,Cardiology and Cardiovascular Medicine ,business ,Rare disease - Abstract
Ventricular or supraventricular ectopic beats or atrial fibrillation may be the first presentation of uncommon cardiac disease, both acquired and genetically determined. In some patients, these manifestations can be the first sign of the underlying cardiac disorder. In others, however, they are also important as prognostic indicators, reflecting electrical instability and risk. Most cardiology clinics are busy environments where the implementation of complex diagnostic algorithms is not feasible. However, it is equally impossible to reach a final diagnosis, among the thousands of rare diseases that involve the heart, moving from a first line clinical and instrumental examination. Cardiac and extra-cardiac red flags, an accurate family and clinical history and ECG interpretation may be of help in identifying a rare disease. Advanced imaging and laboratory testing at experienced referral centers is then necessary to reach a final diagnosis, but the first step in the right direction, based on these simple elements, is the most important. We here review arrhythmic presentations of rare or relatively rare diseases, and suggest a simple "rule out-rule in" approach to help direct clinical suspicion and minimize risk of neglect.
- Published
- 2018
47. Exercise testing in hypertrophic cardiomyopathy: A pathophysiological goldmine with protean clinical implications
- Author
-
Iacopo Olivotto and Niccolò Maurizi
- Subjects
Heart Failure ,business.industry ,Hemodynamics ,Hypertrophic cardiomyopathy ,Arrhythmias, Cardiac ,Cardiomyopathy, Hypertrophic ,030204 cardiovascular system & hematology ,Bioinformatics ,medicine.disease ,Pathophysiology ,03 medical and health sciences ,Death, Sudden, Cardiac ,0302 clinical medicine ,Exercise Test ,Humans ,Medicine ,030212 general & internal medicine ,Cardiology and Cardiovascular Medicine ,business ,Exercise - Published
- 2019
48. Mavacamten for hypertrophic obstructive cardiomyopathy – Authors' reply
- Author
-
Iacopo Olivotto, Steven J. Lester, Carolyn Y. Ho, Andrew Wang, and Daniel Jacoby
- Subjects
Benzylamines ,medicine.medical_specialty ,business.industry ,MEDLINE ,General Medicine ,Cardiomyopathy, Hypertrophic ,Obstructive cardiomyopathy ,Text mining ,Internal medicine ,medicine ,Cardiology ,Humans ,Uracil ,business - Published
- 2021
49. INCIDENCE AND DETERMINANTS OF INAPPROPRIATE SHOCK IN HYPERTROPHIC CARDIOMYOPATHY PATIENTS WITH SUBCUTANEOUS IMPLANTABLE DEFIBRILLATORS
- Author
-
Dale, Zack, primary, Gray, Andrew, additional, Elman, Miriam, additional, Carrassa, Gianmarco, additional, Pieragnoli, Paolo, additional, Ricciardi, Giuseppe, additional, Reza, Nosheen, additional, Ustunkaya, Tuna, additional, Papoutsidakis, Nikolaos, additional, Jacoby, Daniel, additional, Frankel, David S., additional, Owens, Anjali, additional, Iacopo, Olivotto, additional, Heitner, Stephen B., additional, and Nazer, Babak, additional
- Published
- 2020
- Full Text
- View/download PDF
50. A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains
- Author
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Iacopo Olivotto, Djordje G. Jakovljevic, Zoran Bosnić, Marko Robnik-Šikonja, Vasileios C. Pezoulas, Matej Pičulin, Andreas V. Goules, Grigoris I. Grigoriadis, Dimitrios I. Fotiadis, Fausto Barlocco, Nikolaos S. Tachos, George Gkois, Athanasios G. Tzioufas, and Tim Smole
- Subjects
0301 basic medicine ,Multivariate statistics ,Boosting (machine learning) ,Computer science ,Population ,Health Informatics ,Machine learning ,computer.software_genre ,Risk Assessment ,03 medical and health sciences ,0302 clinical medicine ,Virtual patient ,Artificial Intelligence ,Humans ,AdaBoost ,education ,education.field_of_study ,business.industry ,Bayesian network ,Bayes Theorem ,Computer Science Applications ,Random forest ,Artificial intelligence ,Data augmentation ,HCM risk stratification ,Lymphoma classification ,Virtual population generation ,030104 developmental biology ,Neural Networks, Computer ,Gradient boosting ,business ,computer ,Algorithms ,030217 neurology & neurosurgery - Abstract
Virtual population generation is an emerging field in data science with numerous applications in healthcare towards the augmentation of clinical research databases with significant lack of population size. However, the impact of data augmentation on the development of AI (artificial intelligence) models to address clinical unmet needs has not yet been investigated. In this work, we assess whether the aggregation of real with virtual patient data can improve the performance of the existing risk stratification and disease classification models in two rare clinical domains, namely the primary Sjögren's Syndrome (pSS) and the hypertrophic cardiomyopathy (HCM), for the first time in the literature. To do so, multivariate approaches, such as, the multivariate normal distribution (MVND), and straightforward ones, such as, the Bayesian networks, the artificial neural networks (ANNs), and the tree ensembles are compared against their performance towards the generation of high-quality virtual data. Both boosting and bagging algorithms, such as, the Gradient boosting trees (XGBoost), the AdaBoost and the Random Forests (RFs) were trained on the augmented data to evaluate the performance improvement for lymphoma classification and HCM risk stratification. Our results revealed the favorable performance of the tree ensemble generators, in both domains, yielding virtual data with goodness-of-fit 0.021 and KL-divergence 0.029 in pSS and 0.029, 0.027 in HCM, respectively. The application of the XGBoost on the augmented data revealed an increase by 10.9% in accuracy, 10.7% in sensitivity, 11.5% in specificity for lymphoma classification and 16.1% in accuracy, 16.9% in sensitivity, 13.7% in specificity in HCM risk stratification.
- Published
- 2021
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