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Real-time analysis of large multimedia streams is nowadays made efficient by the existence of several Big Data streaming platforms, like Apache Flink and Samza. However, the use of such platforms is difficult due to the fact that facilities they offer are often too raw to be effectively exploited by analysts. We describe the evolution of RAM3S, a software infrastructure for the integration of Big Data stream processing platforms, to SPAF, an abstraction framework able to provide programmers with a simple but powerful API to ease the development of stream processing applications. By using SPAF, the programmer can easily implement real-time complex analyses of massive streams on top of a distributed computing infrastructure, able to manage the volume and velocity of Big Data streams, thus effectively transforming data into value.
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BACKGROUND: Genome browsers are widely used for locating interesting genomic regions, but their interactive use is obviously limited to inspecting short genomic portions. An ideal interaction is to provide patterns of regions on the browser, and then extract other genomic regions over the whole genome where such patterns occur, ranked by similarity. RESULTS: We developed SimSearch, an optimized pattern-search method and an open source plugin for the Integrated Genome Browser (IGB), to find genomic region sets that are similar to a given region pattern. It provides efficient visual genome-wide analytics computation in large datasets; the plugin supports intuitive user interactions for selecting an interesting pattern on IGB tracks and visualizing the computed occurrences of similar patterns along the entire genome. SimSearch also includes functions for the annotation and enrichment of results, and is enhanced with a Quickload repository including numerous epigenomic feature datasets from ENCODE and Roadmap Epigenomics. The paper also includes some use cases to show multiple genome-wide analyses of biological interest, which can be easily performed by taking advantage of the presented approach. CONCLUSIONS: The novel SimSearch method provides innovative support for effective genome-wide pattern search and visualization; its relevance and practical usefulness is demonstrated through a number of significant use cases of biological interest. The SimSearch IGB plugin, documentation, and code are freely available at https://deib-geco.github.io/simsearch-app/ and https://github.com/DEIB-GECO/simsearch-app/ .
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Algoritmos , Epigenómica , Genoma , Reconocimiento de Normas Patrones Automatizadas , Navegador Web , Humanos , Anotación de Secuencia Molecular , Unión Proteica , Secuencias Reguladoras de Ácidos Nucleicos/genética , Factores de Transcripción/metabolismoRESUMEN
OBJECTIVES: The purpose of this study was to determine clinical and echocardiographic correlates of acute heart failure, cardiogenic shock and in-hospital mortality in a large cohort of tako-tsubo cardiomyopathy (TTC) patients. BACKGROUND: Despite good long-term prognosis, life-threatening complications due to hemodynamic instability can occur early in TTC patients. METHODS: The study population consisted of 227 patients (66.2 ± 12.2 years of age; females, 90.3%) enrolled in the Tako-tsubo Italian Network, undergoing transthoracic two-dimensional echocardiography on admission and at short-term follow-up (4.3 [4 to 6] weeks). Patients were divided into two groups according to the presence or absence of major adverse events, a composite of acute heart failure, cardiogenic shock, and in-hospital mortality. RESULTS: Major adverse events occurred in 59 patients (25.9%). The variables for elderly patients ≥ 75 years of age (42.4% vs. 23.8%; p = 0.011): left ventricular (LV) ejection fraction (35.1 ± 5.9% vs. 38.4 ± 4.6%, p < 0.001), wall motion score index (1.9 ± 0.2 vs. 1.7 ± 0.2, p < 0.001), E/e' ratio (13.5 ± 4.3 vs. 9.9 ± 3.3 [where E/e' is ratio of mitral E peak velocity and averaged e' velocity], p < 0.001), LV outflow tract obstruction (23.7 vs. 8.9%, p = 0.006), pulmonary artery systolic pressure (47.4 ± 12.3 mm Hg vs. 38.0 ± 9.2 mm Hg; p < 0.001), right ventricular involvement (28.8 vs. 9.5%; p < 0.001), and reversible moderate-to-severe mitral regurgitation (49.1 vs. 11.9%; p < 0.001), were significantly different between groups and were associated with adverse events. At multivariate analysis, LV ejection fraction (HR: 0.92; 95% CI: 0.89 to 0.95; p < 0.001), E/e' ratio (HR: 1.13; 95% CI: 1.02 to 1.24; p = 0.011), reversible moderate to severe mitral regurgitation (HR: 3.25; 95% CI: 1.16 to 9.10; p = 0.025), and age ≥ 75 years (HR: 2.81; 95% CI: 1.05 to 7.52; p = 0.039) were independent correlates of major adverse events. CONCLUSIONS: Echocardiographic parameters provide additional information compared to other variables routinely used in clinical practice to identify patients at higher risk of hemodynamic deterioration and poor in-hospital outcome, allowing prompt institution of appropriate pharmacological treatment and adequate mechanical support.
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Insuficiencia Cardíaca/diagnóstico por imagen , Insuficiencia Cardíaca/mortalidad , Mortalidad Hospitalaria , Choque Cardiogénico/diagnóstico por imagen , Choque Cardiogénico/mortalidad , Cardiomiopatía de Takotsubo/diagnóstico por imagen , Cardiomiopatía de Takotsubo/mortalidad , Enfermedad Aguda , Anciano , Distribución de Chi-Cuadrado , Femenino , Insuficiencia Cardíaca/fisiopatología , Hemodinámica , Humanos , Italia/epidemiología , Modelos Logísticos , Masculino , Persona de Mediana Edad , Insuficiencia de la Válvula Mitral/diagnóstico por imagen , Insuficiencia de la Válvula Mitral/mortalidad , Análisis Multivariante , Valor Predictivo de las Pruebas , Pronóstico , Modelos de Riesgos Proporcionales , Factores de Riesgo , Choque Cardiogénico/fisiopatología , Volumen Sistólico , Cardiomiopatía de Takotsubo/fisiopatología , Factores de Tiempo , Ultrasonografía , Función Ventricular IzquierdaRESUMEN
OBJECTIVES: To describe the clinical characteristics and in-hospital outcomes of older adults with tako-tsubo cardiomyopathy (TTC). DESIGN: Partially retrospective, partially prospective observational study. SETTING: Eleven Italian referral cardiac centers included in the Tako-tsubo Italian Network. PARTICIPANTS: One hundred ninety consecutive individuals with TTC (92.1% female, mean age 66) were divided into three groups according to age (<65, n = 78; 65-74, n = 61; ≥75, n = 51). MEASUREMENTS: Clinical findings and in-hospital outcomes were evaluated in each group. RESULTS: Participants aged 65 and older had a greater prevalence of hypertension (P = .001) and a lower glomerular filtration rate (P < .001), and those aged 65 to 74 had a greater prevalence of psychiatric disorders (P = .01), ST-segment elevation on admission (P = .01) and a cerebrovascular disease (P = .003) than those younger than 65. Despite similar left ventricular ejection fraction (LVEF) on admission (P = .26), the oldest group had a lower LVEF at discharge (P = .03). Inotropic agents were used more frequently in older adults (P = .03). In-hospital composite adverse events (all-cause death, acute heart failure, life-threatening arrhythmias, stroke, and cardiogenic shock; P = .03) and overall complications (P = .004) were more common in participants aged 75 and older. Overall in-hospital mortality was low (2.8%) but was more prevalent in participants aged 75 and older (6.3%). On multivariate analysis, age of 75 and older (hazard ratio (HR) = 2.45, 95% confidence interval (CI) = 1.28-5.82, P = .04) and LVEF on admission (HR = 0.874, 95% CI = 0.81-0.95, P < .001) were the only independent predictors of in-hospital adverse events. CONCLUSION: The clinical profile of participants aged 75 and older with TTC was different from that of those younger than 75 with TTC, and they had a higher in-hospital complication rate.
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Manejo de la Enfermedad , Pacientes Internos , Cardiomiopatía de Takotsubo/terapia , Anciano , Progresión de la Enfermedad , Femenino , Estudios de Seguimiento , Mortalidad Hospitalaria/tendencias , Humanos , Incidencia , Italia/epidemiología , Masculino , Persona de Mediana Edad , Prevalencia , Pronóstico , Estudios Prospectivos , Sistema de Registros , Factores de Riesgo , Tasa de Supervivencia/tendencias , Cardiomiopatía de Takotsubo/epidemiologíaAsunto(s)
Ritmo Circadiano/fisiología , Estaciones del Año , Cardiomiopatía de Takotsubo/fisiopatología , Adulto , Anciano , Anciano de 80 o más Años , Angiografía Coronaria , Ecocardiografía , Femenino , Estudios de Seguimiento , Humanos , Incidencia , Italia/epidemiología , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo , Cardiomiopatía de Takotsubo/diagnóstico , Cardiomiopatía de Takotsubo/epidemiologíaRESUMEN
BACKGROUND: To evaluate the safety, reproducibility and pitfalls of an aortic valve re-implantation (AVRei) technique. METHODS: From June 2005 to December 2008, 30 patients underwent aortic valve-sparing re-implantation with Gelweave Valsalva prosthesis. Mean age was 66 +/- 7 years (range 47-81). Mean aortic root diameter was 49 +/- 6 mm (range 37-70) and 12 patients had an aortic insufficiency more than 2+. All the patients were elective, except three who underwent surgery for type A aortic dissection. Two patients had Marfan syndrome and one had a bicuspid aortic valve. Isolated aortic root replacement was performed in 26 patients, whereas hemiarch extension was required in four. All the survivors underwent serial echocardiographic assessment for functional results and multi-detector computed tomography (MDCT) for aortic root morphology evaluation. RESULTS: There was one early death and one re-exploration for bleeding. Two patients suffered from a perioperative stroke and four required a pacemaker implantation because of a complete atrio-ventricular block. Mean follow-up was 12 +/- 10 months (range 1-42) with no late deaths, whereas freedom from reoperation was 100% and freedom from aortic insufficiency 2+ or more was 96.5%. MDCT aortic root reconstruction showed a pseudo-normalization of the neo-sinuses of Valsalva mimicking the human normal aortic root morphology. CONCLUSION: AVRei with Valsalva conduit is a well-tolerated procedure both in elective and emergency situations. In well-selected patients, good functional and clinical results can be achieved, regardless of the cause of the aortic root disease. Application of simple surgical manoeuvres allows durable clinical efficacy to be obtained without the risk of major complications.
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Aneurisma de la Aorta/cirugía , Insuficiencia de la Válvula Aórtica/cirugía , Válvula Aórtica/cirugía , Implantación de Prótesis Vascular/instrumentación , Prótesis Vascular , Reimplantación , Seno Aórtico/cirugía , Anciano , Anciano de 80 o más Años , Disección Aórtica/complicaciones , Disección Aórtica/diagnóstico por imagen , Disección Aórtica/mortalidad , Disección Aórtica/cirugía , Aneurisma de la Aorta/complicaciones , Aneurisma de la Aorta/diagnóstico por imagen , Aneurisma de la Aorta/mortalidad , Válvula Aórtica/anomalías , Válvula Aórtica/diagnóstico por imagen , Insuficiencia de la Válvula Aórtica/complicaciones , Insuficiencia de la Válvula Aórtica/diagnóstico por imagen , Aortografía/métodos , Implantación de Prótesis Vascular/efectos adversos , Implantación de Prótesis Vascular/mortalidad , Ecocardiografía Transesofágica , Femenino , Humanos , Masculino , Síndrome de Marfan/complicaciones , Síndrome de Marfan/cirugía , Persona de Mediana Edad , Diseño de Prótesis , Reoperación , Reproducibilidad de los Resultados , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Seno Aórtico/diagnóstico por imagen , Factores de Tiempo , Tomografía Computarizada por Rayos X , Resultado del TratamientoRESUMEN
BACKGROUND: Transthoracic Doppler echocardiography is a valuable tool to measure coronary flow reserve (CFR) and detect in-stent restenosis (ISR) after percutaneous coronary angioplasty in selected series of patients. OBJECTIVES: To assess the usefulness of coronary flow reserve measured by echocardiography in detecting significant (> or =70%) ISR of the left anterior descending coronary artery in a large unselected population. METHODS: Two hundred and twenty-three patients (age 61 +/- 10 years; 168 men) treated with left anterior descending stenting underwent CFR measurement by transthoracic Doppler echocardiography and venous adenosine infusion 24-72 h before control coronary angiography. Coronary-active drugs were continued, and patients with multiple risk factors and old anterior-apical myocardial infarction were included. RESULTS: Significant ISR occurred in 56 patients (25%). Patients with ISR had higher basal coronary flow velocity (27 +/- 10 cm/s vs. 24 +/- 7 cm/s; P < 0.002) and lower CFR (1.5 +/- 0.5 vs. 2.7 +/- 0.6; P < 0.0001) than those without ISR. A linear relation was found between ISR and CFR (r = -0.73; P < 0.0001) and remained significant after adjustment for blood pressure and heart rate (r = -0.74; P < 0.0001). A CFR less than two identified significant ISR (sensitivity 88%, specificity 88%, area under the curve = 0.943; P < 0.001). In a multivariate model of CFR prediction, myocardial infarction and heart rate were slightly contributory (ss = -0.19, P < 0.01; ss = -0.16, P < 0.03, respectively), whereas ISR had a large influence (ss = -0.66; P < 0.0001). The inverse correlation between ISR and CFR persisted in patients with myocardial infarction (r = -0.64; P < 0.0001) and in those treated with beta-blockers (r = -0. 71; P < 0.0001). CONCLUSION: Echocardiographic measurement of CFR detects significant left anterior descending ISR in unselected patients with multiple risk factors, old anterior-apical myocardial infarction, and taking beta-blockers.
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Circulación Coronaria/fisiología , Enfermedad Coronaria/terapia , Ecocardiografía Doppler , Stents , Angiografía Coronaria , Enfermedad Coronaria/diagnóstico por imagen , Reestenosis Coronaria/diagnóstico por imagen , Femenino , Frecuencia Cardíaca , Humanos , Masculino , Persona de Mediana Edad , Sensibilidad y EspecificidadRESUMEN
Left cor triatriatum is a congenital heart disease characterized by an intra-atrial membrane determining obstruction and pressure gradient. We report an unusual case of cor triatriatum in a nonprofessional athlete presenting with effort dyspnoea. Although frequently diagnosed in the infant, it may also be a rare cause of effort dyspnoea in the adult.
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Corazón Triatrial/complicaciones , Disnea/etiología , Adulto , Corazón Triatrial/diagnóstico por imagen , Ecocardiografía , Humanos , Masculino , DeportesRESUMEN
We report a case of transient tako-tsubo cardiomyopathy characterized by an unusual trigger in a woman victim of near-drowning syndrome. After 24 h, electrocardiogram changes and a typical echocardiographic pattern of apical ballooning with a mild increase of serum troponin level induced the suspicion of tako-tsubo cardiomyopathy despite the absence of chest pain. Left ventriculography confirmed the apical ballooning, and coronary angiography revealed normal coronary arteries. Electrocardiogram changes and apical contraction abnormalities were reversed within 1 month. In conclusion, we hypothesize that hypoxemia related to near-drowning syndrome could have induced transient myocardial dysfunction mediated by a sympathetic nerve activation.
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Ahogamiento Inminente/complicaciones , Cardiomiopatía de Takotsubo/etiología , Ecocardiografía , Electrocardiografía , Femenino , Humanos , Persona de Mediana Edad , Cardiomiopatía de Takotsubo/diagnóstico , Cardiomiopatía de Takotsubo/fisiopatologíaRESUMEN
Penetrating aortic ulcer (PAU) is defined as an ulcerating atherosclerotic lesion that disrupts the aortic wall layers, penetrating the internal elastic lamina. The natural history of the disease and the preferred treatment are still debated. We report a case of painless PAU in a 78-year-old man detected by transesophageal echocardiography at the level of proximal descending aorta as an incidental finding. The patient underwent endovascular stent-graft placement without any complications at early and late follow-up.
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Aorta Torácica/cirugía , Enfermedades de la Aorta/cirugía , Implantación de Prótesis Vascular , Ecocardiografía Transesofágica , Hallazgos Incidentales , Úlcera/cirugía , Anciano , Antibacterianos/uso terapéutico , Aorta Torácica/diagnóstico por imagen , Enfermedades de la Aorta/diagnóstico por imagen , Enfermedades de la Aorta/tratamiento farmacológico , Prótesis Vascular , Implantación de Prótesis Vascular/instrumentación , Humanos , Masculino , Diseño de Prótesis , Stents , Tomografía Computarizada por Rayos X , Resultado del Tratamiento , Úlcera/diagnóstico por imagen , Úlcera/tratamiento farmacológicoRESUMEN
OBJECTIVES: The aim of the present study was to evaluate the prognostic significance of tissue Doppler echocardiography (TDE)-derived ventricular asynchrony in patients with left bundle branch block (LBBB) but not advanced heart failure. METHODS: Fifty-five patients (mean age 66 +/- 13 years; 33 male) with complete LBBB (QRS > 120 ms) hospitalized for an acute episode of decompensated heart failure and in New York Heart Association class II for at least 6 months before the study admission underwent standard Doppler echo and pulsed-wave TDE. Precontraction time (PCTm) from the beginning of Q wave of electrocardiogram to the onset of systolic myocardial velocity wave was evaluated in four different left ventricular (LV) basal myocardial segments (LV anterior, inferior, septal and lateral walls) and in one right ventricular (RV) lateral wall. Intraventricular activation delay (IntraV-del) was calculated by the difference of PCTm of each LV myocardial segment. Interventricular activation delay (InterV-del) was calculated by the difference of PCTm between the most delayed LV segment and RV lateral wall. RESULTS: The mean value of EF was 40 +/- 9% and of InterV-del, IntraV-del was, respectively (97.4 +/- 46.7 and 57.9 +/- 35.5 ms). InterV-del was inversely related to EF (r = -0.68; P < 0001). During the follow-up (26 months, range 11-37 months) cardiac events were recorded in 23 (41%) patients: a worsening of heart failure (WHF) in 23 patients and cardiac death in ten patients. Cox proportional hazard multivariate analysis showed that age, and InterV-del [HR = 1.02 (P < 0.05) and 1.03 (P < 0005)] predicted mortality. A Receiver operating characteristic analysis showed that a cut-off value of InterV-del 100 ms (AUC = 0.86; P < 0001) predicted WHF and mortality with sensitivity and specificity of 75% and 90%; 81% and 84%, respectively. CONCLUSIONS: TDE-derived interventricular asynchrony represents a prognostic indicator of major cardiac events at 2 years of follow-up in patients with LBBB but not advanced heart failure.
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Bloqueo de Rama/complicaciones , Ecocardiografía Doppler de Pulso , Electrocardiografía , Insuficiencia Cardíaca/complicaciones , Disfunción Ventricular Izquierda/diagnóstico por imagen , Factores de Edad , Anciano , Bloqueo de Rama/diagnóstico por imagen , Bloqueo de Rama/mortalidad , Bloqueo de Rama/fisiopatología , Progresión de la Enfermedad , Femenino , Estudios de Seguimiento , Sistema de Conducción Cardíaco/fisiopatología , Insuficiencia Cardíaca/diagnóstico por imagen , Insuficiencia Cardíaca/mortalidad , Insuficiencia Cardíaca/fisiopatología , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Contracción Miocárdica , Valor Predictivo de las Pruebas , Pronóstico , Modelos de Riesgos Proporcionales , Curva ROC , Reproducibilidad de los Resultados , Proyectos de Investigación , Medición de Riesgo , Factores de Riesgo , Sensibilidad y Especificidad , Índice de Severidad de la Enfermedad , Factores de Tiempo , Disfunción Ventricular Izquierda/complicaciones , Disfunción Ventricular Izquierda/etiología , Disfunción Ventricular Izquierda/mortalidad , Disfunción Ventricular Izquierda/fisiopatologíaRESUMEN
Acute type A aortic dissection (TA-AAD) is a highly lethal clinical entity that can occur within a wide age range, associated with multiple aetiologies and various clinical presentations. In the very elderly type A aortic dissection frequently presents with non-specific symptoms and signs and is associated with high mortality and morbidity. Thus the clinician must have a high index of clinical suspicion in order to prompt the most appropriate diagnostic-therapeutic strategy. We report a nonagenarian women with TA-AAD, treated successfully with medical therapy.
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Aneurisma de la Aorta/tratamiento farmacológico , Disección Aórtica/tratamiento farmacológico , Antagonistas Adrenérgicos beta/uso terapéutico , Anciano de 80 o más Años , Disección Aórtica/diagnóstico por imagen , Aneurisma de la Aorta/diagnóstico por imagen , Diuréticos/uso terapéutico , Quimioterapia Combinada , Ecocardiografía Doppler en Color , Femenino , Humanos , Arteria Pulmonar/diagnóstico por imagen , Tomografía Computarizada por Rayos XRESUMEN
Effective and efficient retrieval of similar shapes from large image databases is still a challenging problem in spite of the high relevance that shape information can have in describing image contents. In this paper, we propose a novel Fourier-based approach, called WARP, for matching and retrieving similar shapes. The unique characteristics of WARP are the exploitation of the phase of Fourier coefficients and the use of the Dynamic Time Warping (DTW) distance to compare shape descriptors. While phase information provides a more accurate description of object boundaries than using only the amplitude of Fourier coefficients, the DTW distance permits us to accurately match images even in the presence of (limited) phase shiftings. In terms of classical precision/recall measures, we experimentally demonstrate that WARP can gain, say, up to 35 percent in precision at a 20 percent recall level with respect to Fourier-based techniques that use neither phase nor DTW distance.