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1.
Echocardiography ; 39(8): 1131-1137, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35768900

RESUMEN

Fabry disease is a rare X-linked lysosomal storage disorder caused by a deficiency in the lysosomal enzyme, galactosidase A, that can result in a progressive increase in the left ventricle (LV) wall thickness from glycosphingolipid deposition leading to myocardial fibrosis, conduction abnormalities, arrhythmias, and heart failure. We present a case of a patient with advanced Fabry cardiomyopathy, in whom a small LV apical aneurysm was incidentally discovered on abdominal imaging, which could have easily evaded detection on standard transthoracic echocardiography. The LV apex should be thoroughly interrogated in patients with Fabry cardiomyopathy, as the finding of LV aneurysm could have important management implications with respect to the prevention of stroke and sudden cardiac death.


Asunto(s)
Cardiomiopatías , Enfermedad de Fabry , Aneurisma Cardíaco , Arritmias Cardíacas , Ecocardiografía , Humanos , Miocardio
2.
Can Fam Physician ; 67(3): 171-179, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33727376

RESUMEN

OBJECTIVE: To keep health care providers, in response to the ongoing coronavirus disease 2019 (COVID-19) pandemic, informed about the medications that have been proposed to treat the disease and the evidence supporting their use. QUALITY OF EVIDENCE: A narrative review of medications most widely used to treat COVID-19 was conducted, outlining the best available evidence for each pharmacologic treatment to date. Searches were performed in PubMed, EMBASE, and MEDLINE using key words COVID-19 and treatment, as well as related terms. Relevant research studies conducted in human populations and cases specific to patients with COVID-19 were included, as were relevant hand-searched papers and reviews. Only articles in English and Chinese were included. MAIN MESSAGE: While current management of patients with COVID-19 largely involves supportive care, without a widely available vaccine, practitioners have also resorted to repurposing medications used for other indications. This has caused considerable controversy, as many of these treatments have limited clinical evidence supporting their use and therefore pose implications for patient safety, drug access, and public health. For instance, medications such as hydroxychloroquine and chloroquine, lopinavir-ritonavir, nonsteroidal anti-inflammatory drugs, angiotensin-converting enzyme inhibitors, and angiotensin receptor blockers gained widespread media attention owing to hype, misinformation, or misinterpretation of research evidence. CONCLUSION: Given the severity of the pandemic and the potential broad effects of implementing safe and effective treatment, this article provides a narrative review of the current evidence behind the most widely used medications to treat COVID-19 in order to enable health care practitioners to make informed decisions in the care of patients with this life-threatening disease.


Asunto(s)
Inhibidores de la Enzima Convertidora de Angiotensina/uso terapéutico , Antivirales/uso terapéutico , Tratamiento Farmacológico de COVID-19 , Medicina Basada en la Evidencia , Inmunoglobulinas/uso terapéutico , Cloroquina/uso terapéutico , Quimioterapia Combinada , Humanos , Hidroxicloroquina/uso terapéutico
3.
BMC Cardiovasc Disord ; 20(1): 274, 2020 06 05.
Artículo en Inglés | MEDLINE | ID: mdl-32503490

RESUMEN

BACKGROUND: Ventricular strain measurements vary depending on cardiac chamber (left ventricle [LV] or right ventricle [RV]), type of strain (longitudinal, circumferential, or radial), ventricular level (basal, mid, or apical), myocardial layer (endocardial or epicardial), and software used for analysis, among other demographic factors such as age and gender. Here, we present an analysis of ventricular strain taking all of these variables into account in a cohort of patients with no structural heart disease using a vendor-independent speckle-tracking software. METHODS: LV and RV full-thickness strain parameters were retrospectively measured in 102 patients (mean age 39 ± 15 years; 62% female). Within this cohort, we performed further layer-specific strain analysis in 20 subjects. Data were analyzed for global and segmental systolic strain, systolic strain rate, early diastolic strain rate, and their respective time-to-peak values. RESULTS: Mean LV global longitudinal, circumferential, and radial strain values for the entire cohort were - 18.4 ± 2.0%, - 22.1 ± 4.1%, and 43.9 ± 12.1% respectively, while mean RV global and free wall longitudinal strain values were - 24.2 ± 3.9% and - 26.1 ± 5.2% respectively. Women on average demonstrated higher longitudinal and circumferential strain and strain rate than men, and longer corresponding time-to-peak values. Longitudinal strain measurements were highest at the apex compared with the mid ventricle and base, and in the endocardium compared with the epicardium. Longitudinal strain was the most reproducible measure, followed closely by circumferential strain, while radial strain showed suboptimal reproducibility. CONCLUSIONS: We present an analysis of ventricular strain in patients with no structural heart disease using a vendor-independent speckle-tracking software.


Asunto(s)
Ecocardiografía , Ventrículos Cardíacos/diagnóstico por imagen , Interpretación de Imagen Asistida por Computador , Función Ventricular Izquierda , Función Ventricular Derecha , Adulto , Bases de Datos Factuales , Diástole , Femenino , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Reproducibilidad de los Resultados , Estudios Retrospectivos , Programas Informáticos , Sístole , Adulto Joven
4.
BMC Cardiovasc Disord ; 20(1): 33, 2020 01 30.
Artículo en Inglés | MEDLINE | ID: mdl-32000672

RESUMEN

BACKGROUND: Aortic stenosis (AS) causes left ventricular (LV) pressure overload, leading to adverse LV remodeling and dysfunction. Identifying early subclinical markers of LV dysfunction in patients with significant AS is critical as this could provide support for earlier intervention, which may result in improved long-term outcomes. We therefore examined the impact of severe AS and its consequent increase in LV afterload on myocardial deformation and rotational mechanics by 2-dimensional (2D) and 3-dimensional (3D) speckle-tracking echocardiography. METHODS: We prospectively measured various strain parameters in 168 patients (42% female, mean age 72 ± 12 years) with severe AS and LV ejection fraction (EF) ≥50%, and compared them to normal values found in literature. 2D and 3D images were analyzed for global longitudinal strain (GLS), global circumferential strain (GCS), global radial strain (GRS), basal rotation, apical rotation, and peak systolic twist. We further assessed the degree of concordance between 2D and 3D strain, and examined their association with measures of LV preload and afterload. RESULTS: Patients with severe AS exhibited significantly lower GLS and GRS but higher GCS, apical rotation, and twist by 2D and 3D echocardiography compared with published normal values (P = 0.003 for 3D twist, P < 0.001 for all others). Agreement between 2D- and 3D-GLS by concordance correlation coefficient was 0.49 (95% confidence interval: 0.39-0.57). GLS was correlated with valvulo-arterial impedance, a measure of LV afterload (r = 0.34, p < 0.001 and r = 0.23, p = 0.003, respectively). CONCLUSION: Patients with severe AS demonstrated lower-than-normal GLS and GRS but appear to compensate with higher-than-normal GCS, apical rotation, and twist in order to maintain a preserved LVEF. GLS showed a modest correlation with valvulo-arterial impedance.


Asunto(s)
Estenosis de la Válvula Aórtica/diagnóstico por imagen , Ecocardiografía Tridimensional , Contracción Miocárdica , Volumen Sistólico , Disfunción Ventricular Izquierda/diagnóstico por imagen , Función Ventricular Izquierda , Anciano , Anciano de 80 o más Años , Estenosis de la Válvula Aórtica/fisiopatología , Fenómenos Biomecánicos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Variaciones Dependientes del Observador , Valor Predictivo de las Pruebas , Estudios Prospectivos , Reproducibilidad de los Resultados , Rotación , Índice de Severidad de la Enfermedad , Disfunción Ventricular Izquierda/fisiopatología
5.
Catheter Cardiovasc Interv ; 94(5): 702-705, 2019 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-31033181

RESUMEN

A 54-year-old woman with no prior coronary artery disease or cardiac risk factors was diagnosed with spontaneous coronary artery dissection (SCAD) after presenting with an acute coronary syndrome. Over the next 5 years, she experienced four more episodes of SCAD, involving different coronary artery distributions, with evidence of complete angiographic healing following conservative management with antiplatelet therapy and beta-blockade.


Asunto(s)
Anomalías de los Vasos Coronarios/etiología , Displasia Fibromuscular/complicaciones , Enfermedades Vasculares/congénito , Síndrome Coronario Agudo/etiología , Antagonistas Adrenérgicos beta/uso terapéutico , Anomalías de los Vasos Coronarios/diagnóstico por imagen , Anomalías de los Vasos Coronarios/tratamiento farmacológico , Femenino , Displasia Fibromuscular/diagnóstico por imagen , Displasia Fibromuscular/tratamiento farmacológico , Humanos , Persona de Mediana Edad , Inhibidores de Agregación Plaquetaria/uso terapéutico , Recurrencia , Resultado del Tratamiento , Enfermedades Vasculares/diagnóstico por imagen , Enfermedades Vasculares/tratamiento farmacológico , Enfermedades Vasculares/etiología
6.
Echocardiography ; 35(1): 123-125, 2018 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-29178279

RESUMEN

Pulmonary artery sarcoma is a rare malignant neoplasm. Here, we describe a patient with a pulmonary artery sarcoma, which was only subtly visible and therefore not fully appreciated on initial transthoracic echocardiogram. Characterization of the tumor was aided by the use of multimodality imaging that included computed tomography, magnetic resonance imaging, and positron emission tomography. Familiarity with its appearance on multiple imaging modalities including echocardiography is important to ensure timely diagnosis, although the optimal treatment strategy is still unknown, and the prognosis remains poor.


Asunto(s)
Imagen Multimodal/métodos , Arteria Pulmonar/diagnóstico por imagen , Sarcoma/diagnóstico por imagen , Neoplasias Vasculares/diagnóstico por imagen , Adulto , Diagnóstico Diferencial , Ecocardiografía , Resultado Fatal , Humanos , Imagen por Resonancia Magnética , Masculino , Tomografía de Emisión de Positrones , Arteria Pulmonar/cirugía , Sarcoma/cirugía , Tomografía Computarizada por Rayos X , Neoplasias Vasculares/cirugía , Adulto Joven
7.
Can Fam Physician ; 67(3): e69-e78, 2021 Mar.
Artículo en Francés | MEDLINE | ID: mdl-33727386

RESUMEN

OBJECTIF: En réponse à la pandémie actuelle de maladie à coronavirus 2019 (COVID-19), garder les médecins au fait des médicaments qui ont été proposés pour combattre la maladie, et des données probantes à l'appui de leur utilisation. SOURCES D'INFORMATION: Une revue narrative des médicaments les plus fréquemment utilisés pour combattre la COVID-19 a été réalisée, afin de souligner les meilleures données probantes disponibles concernant chaque traitement pharmacologique jusqu'ici. Des recherches ont été effectuées sur PubMed, EMBASE et MEDLINE à l'aide des mots-clés anglais COVID-19 et treatment, ainsi que d'autres mots-clés connexes. Ont été inclus les études pertinentes menées auprès de populations humaines et des cas de patients atteints de la COVID-19, ainsi que les articles et revues relevés à la main. Seuls les articles rédigés en anglais et en chinois ont été retenus. MESSAGE PRINCIPAL: Alors que la prise en charge actuelle des patients atteints de la COVID-19 consiste principalement en soins de soutien, sans accès aux vaccins, les praticiens se sont tournés vers des médicaments utilisés dans d'autres indications. Cela a causé une grande controverse, puisque des données cliniques limitées étayaient l'utilisation de beaucoup de ces traitements, et cela pouvait se répercuter sur la sécurité du patient, l'accès aux médicaments et la santé publique. Par exemple, les médicaments tels que l'hydroxychloroquine et la chloroquine, le lopinavir-ritonavir, les anti-inflammatoires non stéroïdiens, les inhibiteurs de l'enzyme de conversion de l'angiotensine et les antagonistes des récepteurs de l'angiotensine ont capté l'attention des médias en raison de la médiatisation, de la mésinformation ou de la mauvaise interprétation des données de recherche. CONCLUSION: Vu la gravité de la pandémie et les vastes effets éventuels de l'adoption de traitements sûrs et efficaces, cet article se veut être une revue narrative des données probantes actuelles étayant les médicaments les plus utilisés pour le traitement de la COVID-19 afin de permettre aux professionnels de la santé de prendre des décisions éclairées en matière de soins pour les patients qui sont atteints de cette maladie potentiellement mortelle.


Asunto(s)
Tratamiento Farmacológico de COVID-19 , COVID-19 , Quimioterapia , Preparaciones Farmacéuticas , COVID-19/epidemiología , Humanos , SARS-CoV-2
9.
BMC Cardiovasc Disord ; 13: 114, 2013 Dec 10.
Artículo en Inglés | MEDLINE | ID: mdl-24325765

RESUMEN

BACKGROUND: Canadians of Chinese descent, represent one of the fastest growing visible minority groups in Canada, (as well as the second largest), but relatively little is known about the clinical features of heart failure (HF) in Chinese-Canadian versus non-Chinese Canadian patients. METHODS: We conducted a population-based analysis of urban patients hospitalized in Ontario, Canada for the first time with a most responsible diagnosis of HF between April 1, 1995 and March 31, 2008. Among the 99,278 patients, 1,339 (1.3%) were classified as Chinese using a previously validated list of Chinese surnames. Through linkage to other administrative databases, we compared the clinical characteristics, pharmacological management, and outcomes of Chinese versus non-Chinese HF patients. RESULTS: Ischemic heart disease was identified as the possible etiology of HF in a greater proportion of non-Chinese patients (47.7% vs. 35.3%; p < 0.001) whereas hypertension (26.1% vs. 16.1%; p < 0.001) and valvular heart disease (11.6% vs. 7.2%; p < 0.001) were relatively more common in Chinese patients. Chinese patients were prescribed angiotensin-converting enzyme (ACE) inhibitors less frequently (57.5% vs. 66.4%, p < 0.001) and angiotensin receptor blockers (ARBs) more frequently (17.4% vs. 8.9%, p < 0.001) compared to non-Chinese patients. They were also less likely to be adherent to ACE inhibitors over a 1-year follow up period. However, the 1-year case-fatality rates were comparable between the Chinese (31.7%) and non-Chinese (30.2%) subjects (p = 0.24). CONCLUSION: There are important differences in the causes and medical management of HF in Chinese and non-Chinese patients residing in Canada. Despite these differences, the long-term outcomes of HF patients were similar.


Asunto(s)
Pueblo Asiatico/etnología , Insuficiencia Cardíaca/diagnóstico , Insuficiencia Cardíaca/etnología , Hospitalización/tendencias , Anciano , Anciano de 80 o más Años , Canadá/etnología , Estudios de Cohortes , Femenino , Humanos , Masculino , Ontario/etnología
10.
J Echocardiogr ; 21(1): 33-39, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-35974215

RESUMEN

PURPOSE: There is lack of validated methods for quantifying the size of pleural effusion from standard transthoracic (TTE) windows. The purpose of this study is to determine whether pleural effusion (Peff) measured from routine two-dimensional (2D) TTE views correlate with chest radiograph (CXR). MATERIALS AND METHODS: We retrospectively identified all inpatients who underwent a TTE and CXR within 2 days in a large tertiary care center. Peff was measured on TTE from parasternal long axis (PLAX), apical four-chamber (A4C), and subcostal views and on CXR. Logistic regression models were used determine optimal cut points to predict moderate or greater Peff. RESULTS: In 200 patients (mean age 69.3 ± 14.3 years, 49.5% female), we found statistically significant associations between Peff size assessed by all TTE views and CXR, with weak to moderate correlation (PLAX length: 0.21 (95% CI [0.05, 0.35]); PLAX depth: 0.21 (95% CI [0.05, 0.35]); A4C left: 0.31 (95% CI [0.13, 0.46]); A4C right: 0.39 (95% CI [0.17, 0.57]); subcostal: 0.38 (95% CI [0.07, 0.61]). The best TTE thresholds for predicting moderate or greater left-sided Peff on CXR was PLAX length left > = 8.6 cm (sensitivity 78%, specificity 54%, PPV 26%, and NPV 92%). The best TTE thresholds for predicting moderate or greater right-sided Peff on CXR was A4C right > = 2.6 cm (sensitivity 87%, specificity 60%, PPV 37%, and NPV 94%). CONCLUSIONS: We identified statistically significant associations with Peff size measured on TTE and CXR. The predictive ability of TTE to identify moderate or large pleural effusion is limited.


Asunto(s)
Ecocardiografía , Derrame Pleural , Humanos , Femenino , Persona de Mediana Edad , Anciano , Anciano de 80 o más Años , Masculino , Estudios Retrospectivos , Ecocardiografía/métodos , Reproducibilidad de los Resultados
11.
Int J Cardiovasc Imaging ; 39(7): 1313-1321, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-37150757

RESUMEN

We sought to determine the cardiac ultrasound view of greatest quality using a machine learning (ML) approach on a cohort of transthoracic echocardiograms (TTE) with abnormal left ventricular (LV) systolic function. We utilize an ML model to determine the TTE view of highest quality when scanned by sonographers. A random sample of TTEs with reported LV dysfunction from 09/25/2017-01/15/2019 were downloaded from the regional database. Component video files were analyzed using ML models that jointly classified view and image quality. The model consisted of convolutional layers for extracting spatial features and Long Short-term Memory units to temporally aggregate the frame-wise spatial embeddings. We report the view-specific quality scores for each TTE. Pair-wise comparisons amongst views were performed with Wilcoxon signed-rank test. Of 1,145 TTEs analyzed by the ML model, 74.5% were from males and mean LV ejection fraction was 43.1 ± 9.9%. Maximum quality score was best for the apical 4 chamber (AP4) view (70.6 ± 13.9%, p<0.001 compared to all other views) and worst for the apical 2 chamber (AP2) view (60.4 ± 15.4%, p<0.001 for all views except parasternal short-axis view at mitral/papillary muscle level, PSAX M/PM). In TTEs scanned by professional sonographers, the view with greatest ML-derived quality was the AP4 view.


Asunto(s)
Ecocardiografía , Disfunción Ventricular Izquierda , Masculino , Humanos , Valor Predictivo de las Pruebas , Ecocardiografía/métodos , Disfunción Ventricular Izquierda/diagnóstico por imagen , Función Ventricular Izquierda/fisiología , Volumen Sistólico , Aprendizaje Automático
12.
J Cardiovasc Imaging ; 31(3): 125-132, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-37488916

RESUMEN

BACKGROUND: There is limited data on the residual echocardiographic findings including strain analysis among post-coronavirus disease (COVID) patients. The aim of our study is to prospectively phenotype post-COVID patients. METHODS: All patients discharged following acute COVID infection were systematically followed in the post-COVID-19 Recovery Clinic at Vancouver General Hospital and St. Paul's Hospital. At 4-18 weeks post diagnosis, patients underwent comprehensive echocardiographic assessment. Left ventricular ejection fraction (LVEF) was assessed by 3D, 2D Biplane Simpson's, or visual estimate. LV global longitudinal strain (GLS) was measured using a vendor-independent 2D speckle-tracking software (TomTec). RESULTS: A total of 127 patients (53% female, mean age 58 years) were included in our analyses. At baseline, cardiac conditions were present in 58% of the patients (15% coronary artery disease, 4% heart failure, 44% hypertension, 10% atrial fibrillation) while the remainder were free of cardiac conditions. COVID-19 serious complications were present in 79% of the patients (76% pneumonia, 37% intensive care unit admission, 21% intubation, 1% myocarditis). Normal LVEF was seen in 96% of the cohort and 97% had normal right ventricular systolic function. A high proportion (53%) had abnormal LV GLS defined as < 18%. Average LV GLS of septal and inferior segments were lower compared to that of other segments. Among patients without pre-existing cardiac conditions, LVEF was abnormal in only 1.9%, but LV GLS was abnormal in 46% of the patients. CONCLUSIONS: Most post-COVID patients had normal LVEF at 4-18 weeks post diagnosis, but over half had abnormal LV GLS.

13.
J Biol Chem ; 286(32): 27959-70, 2011 Aug 12.
Artículo en Inglés | MEDLINE | ID: mdl-21680743

RESUMEN

Many tripartite motif (TRIM) proteins self-associate, forming dimers and higher order complexes. For example, dimers of TRIM5α, a host factor that restricts retrovirus infection, assemble into higher order arrays on the surface of the viral capsid, resulting in an increase in avidity. Here we show that the higher order association of different TRIM proteins exhibits a wide range of efficiencies. Homologous association (self-association) was more efficient than the heterologous association of different TRIM proteins, indicating that specificity determinants of higher order self-association exist. To investigate the structural determinants of higher order self-association, we studied TRIM mutants and chimeras. These studies revealed the following: 1) the RING domain contributes to the efficiency of higher order self-association, which enhances the binding of TRIM5α to the human immunodeficiency virus (HIV-1) capsid; 2) the RING and B-box 2 domains work together as a homologous unit to promote higher order association of dimers; 3) dimerization is probably required for efficient higher order self-association; 4) the Linker 2 region contributes to higher order self-association, independently of effects of Linker 2 changes on TRIM dimerization; and 5) for efficiently self-associating TRIM proteins, the B30.2(SPRY) domain is not required for higher order self-association. These results support a model in which both ends of the core TRIM dimer (RING-B-box 2 at one end and Linker 2 at the other) contribute to the formation of higher order arrays.


Asunto(s)
Cápside/metabolismo , Proteínas Portadoras/metabolismo , VIH-1/metabolismo , Multimerización de Proteína , Animales , Factores de Restricción Antivirales , Proteínas Portadoras/genética , Línea Celular , VIH-1/genética , Humanos , Macaca mulatta , Mutación , Unión Proteica , Estructura Terciaria de Proteína , Proteínas Recombinantes de Fusión/genética , Proteínas Recombinantes de Fusión/metabolismo , Proteínas de Motivos Tripartitos , Ubiquitina-Proteína Ligasas
14.
CMAJ ; 184(14): E765-73, 2012 Oct 02.
Artículo en Inglés | MEDLINE | ID: mdl-22908143

RESUMEN

BACKGROUND: Heart failure is a leading cause of admission to hospital, but whether the incidence of heart failure is increasing or decreasing is uncertain. We examined temporal trends in the incidence and outcomes of heart failure in Ontario, Canada. METHODS: Using population-based administrative databases of hospital discharge abstracts and physician health insurance claims, we identified 419 551 incident cases of heart failure in Ontario between Apr. 1, 1997, and Mar. 31, 2008. All patients were classified as either inpatients or outpatients based on the patient's location at the time of the initial diagnosis. We tracked subsequent outcomes through linked administrative databases. RESULTS: The age- and sex-standardized incidence of heart failure decreased 32.7% from 454.7 per 100 000 people in 1997 to 306.1 per 100 000 people in 2007 (p < 0.001). A comparable decrease in incidence occurred in both inpatient and outpatient settings. The greatest relative decrease occurred in patients aged 85 and over. Over the study period, 1-year risk-adjusted mortality decreased from 17.7% in 1997 to 16.2% in 2007 (p = 0.02) for outpatients, with a nonsignificant decrease from 35.7% in 1997 to 33.8% in 2007 (p = 0.1) for inpatients. INTERPRETATION: The incidence of heart failure decreased substantially during the study period. Nevertheless, the prognosis for patients with heart failure remains poor and is associated with high mortality.


Asunto(s)
Insuficiencia Cardíaca/epidemiología , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Insuficiencia Cardíaca/mortalidad , Hospitalización/tendencias , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Ontario/epidemiología , Pronóstico , Adulto Joven
15.
J Am Soc Echocardiogr ; 35(12): 1247-1255, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-35753590

RESUMEN

BACKGROUND: Unlike left ventricular (LV) ejection fraction, which provides a precise, reliable, and prognostically valuable measure of systolic function, there is no single analogous measure of LV diastolic function. OBJECTIVES: We aimed to develop a continuous score to grade LV diastolic function using machine learning modeling of echocardiographic data. METHODS: Consecutive echo studies performed at a tertiary-care center between February 1, 2010, and March 31, 2016, were assessed, excluding studies containing features that would interfere with diastolic function assessment as well as studies in which 1 or more parameters within the contemporary diastolic function assessment algorithm were not reported. Diastolic function was graded based on 2016 American Society of Echocardiography (ASE)/European Association of Cardiovascular Imaging (EACVI) guidelines, excluding indeterminate studies. Machine learning models were trained (support vector machine [SVM], decision tree [DT], XGBoost [XGB], and dense neural network [DNN]) to classify studies within the training set by diastolic dysfunction severity, blinded to the ASE/EACVI classification. The DNN model was retrained to generate a regression model (R-DNN) to predict a continuous LV diastolic function score. RESULTS: A total of 28,986 studies were included; 23,188 studies were used to train the models, and 5,798 studies were used for validation. The models were able to reclassify studies with high agreement to the ASE/EACVI algorithm (SVM, 83%; DT, 100%; XGB, 100%; DNN, 98%). The continuous diastolic function score corresponded well with ASE/EACVI guidelines, with scores of 1.00 ± 0.01 for studies with normal function and 0.74 ± 0.05, 0.51 ± 0.06, and 0.27 ± 0.11 for mild, moderate, and severe diastolic dysfunction, respectively (mean ± 1 SD). A score of <0.91 predicted abnormal diastolic function (area under the receiver operator curve = 0.99), while a score of <0.65 predicted elevated filling pressure (area under the receiver operator curve = 0.99). CONCLUSIONS: Machine learning can assimilate echocardiographic data and generate an automated continuous diastolic function score that corresponds well with current diastolic function grading recommendations.


Asunto(s)
Disfunción Ventricular Izquierda , Humanos , Disfunción Ventricular Izquierda/diagnóstico por imagen , Valor Predictivo de las Pruebas , Función Ventricular Izquierda , Diástole , Aprendizaje Automático
16.
Eur Heart J Open ; 2(6): oeac074, 2022 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-36540107

RESUMEN

Aims: Aortic stenosis (AS) induces characteristic changes in left ventricular (LV) mechanics that can be reversed after aortic valve replacement (AVR). We aimed to comprehensively characterize LV mechanics before and after AVR in patients with severe AS and identify predictors of short-term functional recovery and long-term survival. Methods and results: We prospectively performed comprehensive strain analysis by 2D speckle-tracking echocardiography in 88 patients with severe AS and LV ejection fraction ≥50% (mean age 71 ± 12 years, 42% female) prior to and within 7 days after AVR. Patients were followed for up to 5.2 years until death from any cause or last encounter. Within days after AVR, we observed an absolute increase in global longitudinal strain (GLS) (-16.0 ± 2.0% vs. -18.5 ± 2.1%, P<0.0001) and a decrease in apical rotation (10.5 ± 4.0° vs. 8.3 ± 2.8°, P = 0.0002) and peak systolic twist (18.2 ± 5.0° vs. 15.5 ± 3.8°, P = 0.0008). A baseline GLS is less negative than -16.2% was 90% sensitive and 67% specific in predicting a ≥ 20% relative increase in GLS. During a median follow-up of 3.8 years, a global circumferential systolic strain rate (GCSRs) less negative than -1.9% independently predicted lower survival. Conclusion: In patients with severe AS, a reversal in GLS, apical rotation, and peak systolic twist abnormalities towards normal occurs within days of AVR. Baseline GLS is the strongest predictor of GLS recovery but neither was associated with long-term survival. In contrast, abnormal baseline GCSRs are associated with worse outcomes.

17.
Cells ; 10(6)2021 06 17.
Artículo en Inglés | MEDLINE | ID: mdl-34204530

RESUMEN

Fabry disease (FD) is an X-linked lysosomal storage disorder caused by mutations in the galactosidase A (GLA) gene that result in deficient galactosidase A enzyme and subsequent accumulation of glycosphingolipids throughout the body. The result is a multi-system disorder characterized by cutaneous, corneal, cardiac, renal, and neurological manifestations. Increased left ventricular wall thickness represents the predominant cardiac manifestation of FD. As the disease progresses, patients may develop arrhythmias, advanced conduction abnormalities, and heart failure. Cardiac biomarkers, point-of-care dried blood spot testing, and advanced imaging modalities including echocardiography with strain imaging and magnetic resonance imaging (MRI) with T1 mapping now allow us to detect Fabry cardiomyopathy much more effectively than in the past. While enzyme replacement therapy (ERT) has been the mainstay of treatment, several promising therapies are now in development, making early diagnosis of FD even more crucial. Ongoing initiatives involving artificial intelligence (AI)-empowered interpretation of echocardiographic images, point-of-care dried blood spot testing in the echocardiography laboratory, and widespread dissemination of point-of-care ultrasound devices to community practices to promote screening may lead to more timely diagnosis of FD. Fabry disease should no longer be considered a rare, untreatable disease, but one that can be effectively identified and treated at an early stage before the development of irreversible end-organ damage.


Asunto(s)
Enfermedad de Fabry/diagnóstico , Enfermedad de Fabry/terapia , Humanos
18.
Artículo en Inglés | MEDLINE | ID: mdl-34727254

RESUMEN

Limited views are often obtained in the setting of cardiac ultrasound, however, the likelihood of missing left ventricular (LV) dysfunction based on a single view is not known. We sought to determine the echo views that were least likely to miss LV systolic dysfunction in consecutive transthoracic echocardiograms (TTEs). Structured data from TTEs performed at 2 hospitals from September 25, 2017, to January 15, 2019, were screened. Studies of interest were those with reported LV dysfunction. Views evaluated were the parasternal long-axis (PLAX), parasternal-short axis at mitral (PSAX M), papillary muscle (PSAX PM), and apical (PSAX A) levels, apical 2 (AP2), apical 3 (AP3), and apical 4 (AP4) chamber views. The probability that a view contained at least 1 abnormal segment was determined and analyzed with McNemar's test for 21 adjusted pair-wise comparisons. There were 4102 TTE studies included for analysis. TTEs on males comprised 72.7% of studies with a mean LV ejection fraction of 42.8 ± 9.7%. The echo view with the greatest likelihood of encompassing an abnormal segment was the AP2 view with a prevalence of 93.4% (p < 0.001, compared to all other views). The PLAX view performed the worst with a prevalence of 82.5% (p < 0.015, compared to all other views). The best parasternal view for the detection of abnormality was the PSAX PM view at 90.4%. In conclusions, a single echo view will contain abnormal segments > 82% of the time in the setting of LV systolic dysfunction, with a prevalence of up to 93.4% in the apical windows.

19.
Artículo en Inglés | MEDLINE | ID: mdl-34966961

RESUMEN

The diagnostic accuracy of the cardiothoracic ratio on chest X-ray to detect left ventricular (LV) enlargement has not been well defined despite its traditional association with cardiomegaly. We aimed to determine whether the cardiothoracic ratio can accurately predict LV enlargement based on indexed linear measurements of the LV on transthoracic echocardiography (TTE). We included consecutive patients who had a TTE and a posteroanterior chest X-ray performed within 90 days of each other at a tertiary care center. LV size was determined by measuring the LV end-diastolic dimension (LVEDD) and LV end-diastolic dimension indexed (LVEDDI) to body surface area. The cardiothoracic ratio was calculated by dividing the maximum transverse diameter of the cardiac silhouette by the maximum transverse diameter of the right and left lung boundaries. 173 patients were included in the study (mean age 68 ± 15 years, 49.1% female). Mean cardiothoracic ratio was 0.56 ± 0.09, and the mean LVEDD and indexed LVEDDI were of 47 ± 8.6 mm and dimension of 27 ± 4.5 mm/m2 respectively. There was no significant correlation between the cardiothoracic ratio measured on chest X-ray and either the LVEDD or LVEDDI measured on TTE (r = 0.011, p = 0.879; r = 0.122, p = 0.111). The ability of the cardiothoracic ratio to predict LV enlargement (defined as LVEDDI > 30 mm/m2) was not statistically significant. The cardiothoracic ratio on chest X-ray is not a predictor of LV enlargement based on indexed linear measurements of the LV by TTE.

20.
Int J Cardiol ; 326: 124-130, 2021 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-33137327

RESUMEN

BACKGROUND: Echocardiographic assessment of diastolic function is complex but can aid in the diagnosis of heart failure, particularly in patients with preserved ejection fraction. In 2016, the American Society of Echocardiography (ASE) and European Association of Cardiovascular Imaging (EACVI) published an updated algorithm for the evaluation of diastolic function. The objective of our study was to assess its impact on diastolic function assessment in a real-world cohort of echo studies. METHODS: We retrospectively identified 71,727 consecutive transthoracic echo studies performed at a tertiary care center between February 2010 and March 2016 in which diastolic function was reported based on the 2009 ASE Guidelines. We then programmed a software algorithm to assess diastolic function in these echo studies according to the 2016 ASE/EACVI Guidelines. RESULTS: When diastolic function assessment based on the 2009 guidelines was compared to that using the 2016 guidelines, there were significant differences in proportion of studies classified as normal (23% vs. 32%) or indeterminate (43% vs. 36%) function, and mild (23% vs. 23%), moderate (10% vs. 8%), or severe (1% vs. 2%) diastolic dysfunction, with poor agreement between the two methods (Kappa 0.323, 95% CI 0.318-0.328). Furthermore, within the subgroup of studies with preserved ejection fraction and no evidence of myocardial disease, there was significant reclassification from mild diastolic dysfunction to normal diastolic function. CONCLUSION: The updated guidelines result in significant differences in diastolic function interpretation in the real world. Our findings have important implications for the identification of patients with or at risk for heart failure.


Asunto(s)
Cardiomiopatías , Insuficiencia Cardíaca , Disfunción Ventricular Izquierda , Diástole , Ecocardiografía , Humanos , Estudios Retrospectivos
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