RESUMEN
AIMS: Neurogenic stunned myocardium (NSM) has heterogeneous presentations for acute ischemic stroke (AIS) and aneurysmal subarachnoid hemorrhage (SAH). We sought to better define NSM and differences between AIS and SAH by evaluating individual left ventricular (LV) functional patterns by speckle tracking echocardiography (STE). METHODS: We evaluated consecutive patients with SAH and AIS. Via STE, LV longitudinal strain (LS) values of basal, mid, and apical segments were averaged and compared. Different multivariable logistic regression models were created by defining stroke subtype (SAH or AIS) and functional outcome as dependent variables. RESULTS: One hundred thirty-four patients with SAH and AIS were identified. Univariable analyses using the chi-squared test and independent samples t-test identified demographic variables and global and regional LS segments with significant differences. In multivariable logistic regression analysis, when comparing AIS to SAH, AIS was associated with older age (OR 1.07, 95% CI 1.02-1.13, p = 0.01), poor clinical condition on admission (OR 7.74, 95% CI 2.33-25.71, p < 0.001), decreased likelihood of elevated admission serum troponin (OR .09, 95% CI .02-.35, p < 0.001), and worse LS basal segments (OR 1.18, 95% CI 1.02-1.37, p = 0.03). CONCLUSION: In patients with neurogenic stunned myocardium, significantly impaired LV contraction by LS basal segments was found in patients with AIS but not with SAH. Individual LV segments in our combined SAH and AIS population were also not associated with clinical outcomes. Our findings suggest that strain echocardiography may identify subtle forms of NSM and help differentiate the NSM pathophysiology in SAH and AIS.
Asunto(s)
Accidente Cerebrovascular Isquémico , Aturdimiento Miocárdico , Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/complicaciones , Hemorragia Subaracnoidea/diagnóstico por imagen , Aturdimiento Miocárdico/diagnóstico por imagen , Aturdimiento Miocárdico/etiología , Accidente Cerebrovascular Isquémico/complicaciones , Corazón , EcocardiografíaRESUMEN
Heart failure is a common cardiac condition that carries a substantial risk of morbidity and mortality despite advances in management. Echocardiography plays a central role in its diagnosis, elucidation of mechanisms, and detailed hemodynamic analysis. In this E-Challenge, the authors review a few transthoracic echocardiographic findings that yield insights into the hemodynamics.
Asunto(s)
Cardiopatías , Insuficiencia Cardíaca , Humanos , Cateterismo Cardíaco , Ecocardiografía , HemodinámicaRESUMEN
BACKGROUND: Pericardial effusion drainage in patients with significant pulmonary hypertension (PH) has been questioned because of hemodynamic collapse concern, mainly because of right ventricular (RV) function challenging assessment. We aimed to assess RV function changes related to pericardiocentesis in patients with and without PH. METHODS: Consecutive patients with symptomatic moderate-to-large pericardial effusion who had either echocardiographic or clinical signs of cardiac tamponade and who underwent pericardiocentesis from 2013 to 2018 were included. RV speckle-tracking echocardiography analysis was performed before and after pericardiocentesis. Patients were stratified by significant PH (pulmonary artery systolic pressure [PASP] ≥50 mm Hg). RESULTS: The study cohort consisted of 76 patients, 23 (30%) with PH. In patients with PH, both end-diastolic and end-systolic areas (EDA, ESA) increased significantly after pericardiocentesis (22.6 ± 8.0 cm2 -26.4 ± 8.4 cm2 , P = .01) and (15.9 ± 6.3 cm2 -18.7 ± 6.5 cm2 , P = .02), respectively. However, RV function indices including fractional area change (FAC: 30.6 ± 13.7%-29.1 ± 8.8%, P = .61) and free-wall longitudinal strain (FWLS: -16.7 ± 6.7 to -15.9 ± 5.0, P = .50) remained unchanged postpericardiocentesis. In contrast, in the non-PH group, after pericardiocentesis, EDA increased significantly (20.4 ± 6.2-22.4 ± 5.9 cm2 , P = .006) but ESA did not (14.9 ± 5.7 vs 15.0 ± 4.6 cm2 , P = .89), and RV function indices improved (FAC 27.9 ± 11.7%-33.1 ± 8.5%, P = .003; FWLS -13.6 ± 5.4 to -17.2 ± 3.9%, P < .001). CONCLUSION: Quantification of RV size and function can improve understanding of echocardiographic and hemodynamic changes postpericardiocentesis, which has the potential to guide management of PH patients with large pericardial effusion.
Asunto(s)
Hipertensión Pulmonar , Disfunción Ventricular Derecha , Ecocardiografía , Ventrículos Cardíacos/diagnóstico por imagen , Humanos , Hipertensión Pulmonar/complicaciones , Hipertensión Pulmonar/diagnóstico por imagen , Pericardiocentesis , Disfunción Ventricular Derecha/diagnóstico por imagen , Disfunción Ventricular Derecha/etiología , Función Ventricular DerechaRESUMEN
BACKGROUND: Patent foramen ovale (PFO) is implicated in the pathogenesis of clinical conditions such as cryptogenic stroke and migraine with aura. This study evaluated the challenges of sizing a PFO with different contemporary imaging modalities and assessed the relationship between PFO size and severity of the right-to-left shunt (RLS). METHODS: Patients who were referred to interventional cardiology with the diagnosis of a PFO and had undergone intra-procedural balloon sizing (n = 147), transesophageal echocardiogram (TEE) imaging (n = 67), or intracardiac echocardiogram (ICE) imaging (n = 73) at the time of workup were included in this study. TEE and ICE were used to obtain PFO length and height during normal respiration. A sizing balloon was used to obtain PFO width and height after the septum primum was opened with balloon inflation. RESULTS: The mean PFO length measured by TEE and ICE differed significantly (n = 27, 13.0 ± 4.1 vs. 9.9 ± 3.2 mm, p = .001). The mean PFO height measured by TEE and ICE (n = 27, 1.4 ± 0.6 vs. 1.7 ± 0.6 mm, p = .04), TEE and sizing balloon (n = 56, 1.5 ± 1.2 vs. 10.5 ± 4.2 mm, p < .0001), and ICE and sizing balloon (n = 66, 1.7 ± 0.7 vs. 9.1 ± 3.7 mm, p < .0001) also differed significantly. A poor correlation existed between anatomic PFO length or height and functional Spencer TCD grade RLS flow with Valsalva, irrespective of the imaging modality used. CONCLUSIONS: The determination of a PFO size is dependent on the imaging modality used. Sizing balloon demonstrates a larger width or height than ultrasound imaging methods, such as TEE and ICE, because a PFO remains closed most of the time, leading the echocardiogram to underestimate the potential PFO size. Additionally, PFO length and height correlate poorly with the functional RLS grade. These findings imply that ultrasound-based size characterization should not be used to determine whether a PFO should be closed.
Asunto(s)
Ecocardiografía Transesofágica , Foramen Oval Permeable/diagnóstico por imagen , Cateterismo Cardíaco/instrumentación , Circulación Coronaria , Foramen Oval Permeable/fisiopatología , Foramen Oval Permeable/terapia , Hemodinámica , Humanos , Variaciones Dependientes del Observador , Valor Predictivo de las Pruebas , Diseño de Prótesis , Reproducibilidad de los Resultados , Estudios Retrospectivos , Dispositivo Oclusor Septal , Índice de Severidad de la EnfermedadRESUMEN
Percutaneous patent foramen ovale (PFO) closure is recommended for secondary prevention of paradoxical embolism through a PFO. In the United States, two Food and Drug Administration-approved PFO closure devices are currently available, and the choice depends on operator preference and PFO anatomy. Although these devices are easy to implant, there are several potential complications. As opposed to the Amplatzer PFO Occluder, there has been no published case of atrial erosion with Gore closure devices. This report describes two cases of pericardial tamponade due to perforation of the atrial wall induced by a wire frame fracture of the Gore Helex and Cardioform devices.
Asunto(s)
Cateterismo Cardíaco/efectos adversos , Cateterismo Cardíaco/instrumentación , Taponamiento Cardíaco/etiología , Foramen Oval Permeable/terapia , Atrios Cardíacos/lesiones , Lesiones Cardíacas/etiología , Falla de Prótesis , Dispositivo Oclusor Septal , Adulto , Taponamiento Cardíaco/diagnóstico por imagen , Taponamiento Cardíaco/cirugía , Remoción de Dispositivos , Femenino , Foramen Oval Permeable/complicaciones , Foramen Oval Permeable/diagnóstico por imagen , Atrios Cardíacos/diagnóstico por imagen , Atrios Cardíacos/cirugía , Lesiones Cardíacas/diagnóstico por imagen , Lesiones Cardíacas/cirugía , Humanos , Persona de Mediana Edad , Diseño de Prótesis , Resultado del TratamientoRESUMEN
OBJECTIVES: To compare residual shunt rate and complications associated with six different devices used for PFO closure. BACKGROUND: Transcutaneous PFO closure is an effective treatment for preventing recurrent stroke in patients with a history of cryptogenic stroke. The rate of residual shunt is one metric by which the technical success of PFO closure can be measured. METHODS: Patients who underwent PFO closure at a single center between February 2001 and July 2019 were retrospectively enrolled in the study. Right-to-left shunt at baseline and during follow-up was assessed using transcranial Doppler (TCD) or transthoracic echocardiography (TTE). Periprocedural and device-related complications, including atrial fibrillation, were also assessed. RESULTS: Of 467 PFO closures performed during this period, 320 patients received quantitative assessment of right-to-left shunting both before and after percutaneous closure. The highest effective closure was achieved with the Cardioform device (100%, n = 104), followed by the Amplatzer Cribriform (93%, n = 14), Helex (90%, n = 137), Amplatzer ASO (88%, n = 17), CardioSEAL (86%, n = 14), and Amplatzer PFO (85%, n = 33) devices. The most common significant adverse event was atrial fibrillation, which was more common with the Cardioform device (13%) than the Helex (4%) or the Amplatzer PFO (4%) devices. CONCLUSIONS: The Gore Cardioform Septal Occluder provides more robust closure of a PFO when compared to other devices but its effectiveness is offset by the higher prevalence of transient atrial fibrillation.
Asunto(s)
Fibrilación Atrial/epidemiología , Cateterismo Cardíaco/efectos adversos , Cateterismo Cardíaco/instrumentación , Foramen Oval Permeable/terapia , Hemodinámica , Dispositivo Oclusor Septal , Accidente Cerebrovascular/prevención & control , Adulto , Anciano , Fibrilación Atrial/diagnóstico , Fibrilación Atrial/fisiopatología , Femenino , Foramen Oval Permeable/diagnóstico por imagen , Foramen Oval Permeable/epidemiología , Foramen Oval Permeable/fisiopatología , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , Diseño de Prótesis , Recurrencia , Estudios Retrospectivos , Factores de Riesgo , Accidente Cerebrovascular/diagnóstico por imagen , Accidente Cerebrovascular/epidemiología , Accidente Cerebrovascular/fisiopatología , Factores de Tiempo , Resultado del Tratamiento , Estados Unidos/epidemiologíaRESUMEN
PURPOSE OF REVIEW: The purpose of this review article is to summarize the preclinical and clinical evidence supporting the notion of clonal hematopoiesis of indeterminate potential (CHIP), highlight current knowledge gap, and provide future directions. RECENT FINDINGS: Epidemiological studies show that advanced age is a major risk factor for the development of cardiovascular disease (CVD) and cancer, the two leading causes of morbidity and mortality worldwide. While the negative effect of aging on CVD is a reflection of cumulative exposure to various established traditional CVD risk factors, genetic sequencing of whole blood-derived DNA recently revealed that clonal mutations in myeloid stem cells are associated with higher risks of cardiovascular events and hematopoietic malignancies. The clinical repercussions of this biological state, termed CHIP, are increasingly appreciated. Historically, CHIP has been associated with an increased risk of hematological malignancies. However, new research is showing that CHIP is also associated with an increased risk of several cardiac-related conditions, including atherosclerosis, myocardial infarction, aortic valve stenosis, and congestive heart failure. CHIP is increasingly being appreciated worldwide as a CVD risk factor, and further studies are needed to better understand the complex relationship between these two disorders.
Asunto(s)
Enfermedades Cardiovasculares/genética , Hematopoyesis Clonal , Factores de Edad , Neoplasias Hematológicas/genética , Humanos , Mutación , Factores de RiesgoRESUMEN
Background: Perivascular epithelioid cell tumours (PEComas) are rare soft tissue neoplasms that commonly occur in the uterus, skin, and liver and less commonly in the retroperitoneum, colon, and mediastinum. Case summary: A 36-year-old male patient with a history of mediastinal PEComa status post resection, essential hypertension, and atrial fibrillation status post appendage ligation currently not on anticoagulation presented with a 1-week history of fevers, chills, productive cough, chest pain, dyspnoea on exertion, loss of appetite, and general weakness. Vital signs, physical exam, laboratory data, electrocardiogram, and chest radiograph were grossly unremarkable. A multimodality imaging approach utilizing transthoracic echocardiogram, transoesophageal echocardiogram (TEE), cardiac magnetic resonance imaging (cMRI), and computed tomography angiography of the chest, abdomen, and pelvis revealed a local 40â mm × 53â mm globular bilobed vascularized scar-free posterior mediastinal mass arising from the roof of the left and right atria and extending superiorly to the main pulmonary artery and inferiorly to the inferior vena cava. Based on the mass' size and proximity to vital structures and tumour recurrence, the case was presented during tumour board rounds, and the outcome was to surgically resect the mass and then have the patient follow up with medical oncology and radiation oncology for possible chemotherapy and radiation, respectively. Discussion: Perivascular epithelioid cell tumours are rare, and mediastinal PEComas are even rarer, warranting a multimodality imaging approach involving TEE and cMRI and a multidisciplinary approach involving anaesthesiologists, cardiologists, cardiothoracic surgeons, medical oncologists, pathologists, radiologists, and radiation oncologists.
RESUMEN
Diabetic Macular Edema (DME) represents a significant visual impairment among individuals with diabetes, leading to a dramatic reduction in visual acuity and potentially resulting in irreversible vision loss. Optical Coherence Tomography (OCT), a technique that produces high-resolution retinal images, plays a vital role in the clinical assessment of this condition. Physicians typically rely on OCT B-Scan images to evaluate DME severity. However, manual interpretation of these images is susceptible to errors, which can lead to detrimental consequences, such as misdiagnosis and improper treatment strategies. Hence, there is a critical need for more reliable diagnostic methods. This study aims to address this gap by proposing an automated model based on Generative Adversarial Networks (GANs) to generate OCT B-Scan images of DME. The model synthesizes images from patients' baseline OCT B-Scan images, which could potentially enhance the robustness of DME detection systems. We employ five distinct GANs in this study: Deep Convolutional GAN, Conditional GAN, CycleGAN, StyleGAN2, and StyleGAN3, drawing comparisons across their performance. Subsequently, the hyperparameters of the best-performing GAN are fine-tuned using Particle Swarm Optimization (PSO) to produce more realistic OCT images. This comparative analysis not only serves to improve the detection of DME severity using OCT images but also provides insights into the appropriate choice of GANs for the effective generation of realistic OCT images from the baseline OCT datasets.
RESUMEN
Background: Isolated membranous ventricular septal aneurysms are infrequent in clinical practice. Furthermore, current guidelines do not dictate how to diagnose or manage such lesions. Case summary: A 54-year-old male patient with a history of essential hypertension and tobacco use presented with chest pain associated with dyspnoea and nausea. Electrocardiogram was unrevealing. Physical exam was significant for a diastolic murmur heard best in the apex. Computed tomography angiography of the chest revealed an aneurysm measuring 5â cm in diameter along the ascending aorta. Transoesophageal echocardiography showed that the aneurysm originated from the membranous ventricular septum, coursed along the ascending aorta, and ended anteriorly to the surface of the right ventricle and ascending aorta. Cardiac magnetic resonance imaging confirmed these findings and demonstrated that the aneurysm comprised of two loculations. Given the size of the aneurysm and its proximal location to major cardiovascular structures, percutaneous repair was considered unsafe. Following a multidisciplinary meeting, the lesion was successfully resected via a transaneurysmal approach. Discussion: Isolated membranous ventricular septal aneurysms are best imaged via a combination of transoesophageal echocardiogram and cardiac magnetic resonance imaging and best managed via a multidisciplinary approach for optimal outcomes.
RESUMEN
Background: Atrioventricular valve regurgitation (AVVR) is present in up to 75% of Fontan patients, and it is associated with an increased risk of Fontan circulation failure, morbidity, and mortality. Traditional treatment options include surgical repair vs. surgical replacement. We present, to the best of our knowledge, one of the first cases of successful trans-catheter repair of severe common AVVR using the MitraClip device. Case summary: A 20-year-old male with a history of double-outlet right ventricle (DORV) with unbalanced common atrioventricular canal to the right ventricle, severely hypoplastic left ventricle, and total anomalous pulmonary venous return status post-Fontan procedure presented with progressively worsening dyspnoea on exertion. Transoesophageal echocardiogram demonstrated severe common AVVR. After discussion of the case during the adult congenital heart disease multidisciplinary conference, patient underwent successful placement of two MitraClip devices, reducing the regurgitation from torrential to moderate. Discussion: MitraClip therapy can be used to alleviate symptoms in patients deemed as high risk for surgery. However, careful attention must be paid to haemodynamics before and after clip placement, which may predict short-term clinical outcomes.
RESUMEN
Diabetic Macular Edema (DME) is a severe ocular complication commonly found in patients with diabetes. The condition can precipitate a significant drop in VA and, in extreme cases, may result in irreversible vision loss. Optical Coherence Tomography (OCT), a technique that yields high-resolution retinal images, is often employed by clinicians to assess the extent of DME in patients. However, the manual interpretation of OCT B-scan images for DME identification and severity grading can be error-prone, with false negatives potentially resulting in serious repercussions. In this paper, we investigate an Artificial Intelligence (AI) driven system that offers an end-to-end automated model, designed to accurately determine DME severity using OCT B-Scan images. This model operates by extracting specific biomarkers such as Disorganization of Retinal Inner Layers (DRIL), Hyper Reflective Foci (HRF), and cystoids from the OCT image, which are then utilized to ascertain DME severity. The rules guiding the fuzzy logic engine are derived from contemporary research in the field of DME and its association with various biomarkers evident in the OCT image. The proposed model demonstrates high efficacy, identifying images with DRIL with 93.3% accuracy and successfully segmenting HRF and cystoids from OCT images with dice similarity coefficients of 91.30% and 95.07% respectively. This study presents a comprehensive system capable of accurately grading DME severity using OCT B-scan images, serving as a potentially invaluable tool in the clinical assessment and treatment of DME.
RESUMEN
This study examines in-hospital mortality and complicated COVID-19 infection among adult congenital heart disease (ACHD) patients admitted with COVID-19, using the National Inpatient Sample (NIS). A total of 4219 COVID-19 patients with ACHD were included. We demonstrated that COVID-19 patients with ACHD were more likely to experience in-hospital mortality (OR 1.04, 95% CI 1.04-1.04, P < 0.01) and complicated COVID-19 infection (OR: 1.30, 95% CI: 1.11-1.53, P < 0.01). In our sub-group analysis, COVID-19 patients with tetralogy of Fallot (TOF) had higher mortality and COVID-19 patients with atrial septal defects (ASD) had a higher incidence of complicated infection when compared to COVID-19 patients with all other ACHDs. Risk factors for mortality among COVID-19 patients with ACHD include advanced age, lower income, unrepaired ACHD, malnutrition, and chronic liver disease. Accordingly, we recommend aggressive preventive care with vaccination and non-pharmacologic measures in order to improve survival for ACHD patients.
Asunto(s)
COVID-19 , Cardiopatías Congénitas , Tetralogía de Fallot , Adulto , Humanos , Cardiopatías Congénitas/complicaciones , Cardiopatías Congénitas/epidemiología , Estudios Retrospectivos , Pacientes Internos , COVID-19/complicaciones , COVID-19/epidemiologíaRESUMEN
MicroRNAs are endogenous small non-coding RNAs that regulate gene expression and cancer development. A rare population of hepatocellular cancer stem cells (HSCs) holds the extensive proliferative and self-renewal potential necessary to form a liver tumour. We postulated that specific transcriptional factors might regulate the expression of microRNAs and subsequently modulate the expression of gene products involved in phenotypic characteristics of HSCs. We evaluated the expression of microRNA in human HSCs by microarray profiling, and defined the target genes and functional effects of two groups of microRNA regulated by IL-6 and transcriptional factor Twist. A subset of highly chemoresistant and invasive HSCs was screened with aberrant expressions of cytokine IL-6 and Twist. We demonstrated that conserved let-7 and miR-181 family members were up-regulated in HSCs by global microarray-based microRNA profiling followed by validation with real-time polymerase chain reaction. Importantly, inhibition of let-7 increases the chemosensitivity of HSCs to sorafenib and doxorubicin whereas silencing of miR-181 led to a reduction in HSCs motility and invasion. Knocking down IL-6 and Twist in HSCs significantly reduced let-7 and miR-181 expression and subsequently inhibited chemoresistance and cell invasion. We showed that let-7 directly targets SOCS-1 and caspase-3, whereas miR-181 directly targets RASSF1A, TIMP3 as well as nemo-like kinase (NLK). In conclusion, alterations of IL-6- and Twist-regulated microRNA expression in HSCs play a part in tumour spreading and responsiveness to chemotherapy. Our results define a novel regulatory mechanism of let-7/miR-181s suggesting that let-7 and miR-181 may be molecular targets for eradication of hepatocellular malignancies.
Asunto(s)
Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/metabolismo , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/metabolismo , MicroARNs/metabolismo , Células Madre Neoplásicas/fisiología , Animales , Antineoplásicos/farmacología , Bencenosulfonatos/farmacología , Carcinoma Hepatocelular/patología , Línea Celular Tumoral/efectos de los fármacos , Movimiento Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Análisis por Conglomerados , Resistencia a Antineoplásicos , Regulación Neoplásica de la Expresión Génica , Humanos , Neoplasias Hepáticas/patología , Masculino , Ratones , Ratones SCID , MicroARNs/genética , Trasplante de Neoplasias , Células Madre Neoplásicas/efectos de los fármacos , Células Madre Neoplásicas/patología , Niacinamida/análogos & derivados , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Compuestos de Fenilurea , Células Madre Pluripotentes/citología , Células Madre Pluripotentes/fisiología , Piridinas/farmacología , Sorafenib , Proteína 1 Relacionada con Twist/genética , Proteína 1 Relacionada con Twist/metabolismoRESUMEN
We present the case of a 25-year-old woman with desmoplakin cardiomyopathy-related myocarditis. Her high-sensitivity troponin and symptoms improved with pulse steroid therapy and mycophenolate mofetil. The literature lacks data to effectively guide the management of recurrent myocarditis in desmoplakin cardiomyopathy. (Level of Difficulty: Advanced.).
RESUMEN
Fractional flow reserve (FFR) determines the functional significance of epicardial stenoses assuming negligible venous pressure (Pv) and microvascular resistance. However, these assumptions may be invalid in end-stage liver disease (ESLD) because of fluctuating Pv and vasodilation. Accordingly, all patients with ESLD who underwent right-sided cardiac catheterization and coronary angiography with FFR as part of their orthotopic liver transplantation evaluation between 2013 and 2018 were included in the present study. Resting mean distal coronary pressure (Pd)/mean aortic pressure (Pa), FFR, and Pv were measured. FFR accounting for Pv (FFR - Pv) was defined as (Pd - Pv)/(Pa - Pv). The hyperemic effect of adenosine was defined as resting Pd/Pa - FFR. The primary outcome was all-cause mortality at 1 year. In 42 patients with ESLD, 49 stenoses were interrogated by FFR (90% were <70% diameter stenosis). Overall, the median model for ESLD score was 16.5 (10.8 to 25.5), FFR was 0.87 (0.81 to 0.94), Pv was 8 mm Hg (4 to 14), FFR-Pv was 0.86 (0.80 to 0.94), and hyperemic effect of adenosine was 0.06 (0.02 to 0.08). FFR-Pv led to the reclassification of 1 stenosis as functionally significant. There was no significant correlation between the median model for ESLD score and the hyperemic effect of adenosine (R = 0.10). At 1 year, 13 patients had died (92% noncardiac in etiology), and patients with FFR ≤0.80 had significantly higher all-cause mortality (73% vs 17%, p = 0.001. In conclusion, in patients with ESLD who underwent orthotopic liver transplantation evaluation, Pv has minimal impact on FFR, and the hyperemic effect of adenosine is preserved. Furthermore, even in patients with the predominantly angiographically-intermediate disease, FFR ≤0.80 was an independent predictor of all-cause mortality.
Asunto(s)
Estenosis Coronaria , Enfermedad Hepática en Estado Terminal , Reserva del Flujo Fraccional Miocárdico , Hiperemia , Adenosina , Cateterismo Cardíaco , Constricción Patológica , Angiografía Coronaria , Estenosis Coronaria/diagnóstico , Estenosis Coronaria/cirugía , Vasos Coronarios , Enfermedad Hepática en Estado Terminal/cirugía , Humanos , Valor Predictivo de las Pruebas , Índice de Severidad de la EnfermedadRESUMEN
Background-Previous studies on coronavirus disease 2019 (COVID-19) were limited to specific geographical locations and small sample sizes. Therefore, we used the National Inpatient Sample (NIS) 2020 database to determine the risk factors for severe outcomes and mortality in COVID-19. Methods-We included adult patients with COVID-19. Univariate and multivariate logistic regression was performed to determine the predictors of severe outcomes and mortality in COVID-19. Results-1,608,980 (95% CI 1,570,803-1,647,156) hospitalizations with COVID-19 were included. Severe complications occurred in 78.3% of COVID-19 acute respiratory distress syndrome (ARDS) and 25% of COVID-19 pneumonia patients. The mortality rate for COVID-19 ARDS was 54% and for COVID-19 pneumonia was 16.6%. On multivariate analysis, age > 65 years, male sex, government insurance or no insurance, residence in low-income areas, non-white races, stroke, chronic kidney disease, heart failure, malnutrition, primary immunodeficiency, long-term steroid/immunomodulatory use, complicated diabetes mellitus, and liver disease were associated with COVID-19 related complications and mortality. Cardiac arrest, septic shock, and intubation had the highest odds of mortality. Conclusions-Socioeconomic disparities and medical comorbidities were significant determinants of mortality in the US in the pre-vaccine era. Therefore, aggressive vaccination of high-risk patients and healthcare policies to address socioeconomic disparities are necessary to reduce death rates in future pandemics.
Asunto(s)
COVID-19 , Síndrome de Dificultad Respiratoria , Vacunas , Adulto , Humanos , Masculino , Estados Unidos/epidemiología , Anciano , Estudios Retrospectivos , Pacientes Internos , SARS-CoV-2 , Factores de Riesgo , Síndrome de Dificultad Respiratoria/epidemiologíaRESUMEN
The world is significantly affected by infectious coronavirus disease (covid-19). Timely prognosis and treatment are important to control the spread of this infection. Unreliable screening systems and limited number of clinical facilities are the major hurdles in controlling the spread of covid-19. Nowadays, many automated detection systems based on deep learning techniques using computed tomography (CT) images have been proposed to detect covid-19. However, these systems have the following drawbacks: (i) limited data problem poses a major hindrance to train the deep neural network model to provide accurate diagnosis, (ii) random choice of hyperparameters of Convolutional Neural Network (CNN) significantly affects the classification performance, since the hyperparameters have to be application dependent and, (iii) the generalization ability using CNN classification is usually not validated. To address the aforementioned issues, we propose two models: (i) based on a transfer learning approach, and (ii) using novel strategy to optimize the CNN hyperparameters using Whale optimization-based BAT algorithm + AdaBoost classifier built using dynamic ensemble selection techniques. According to our second method depending on the characteristics of test sample, the classifier is chosen, thereby reducing the risk of overfitting and simultaneously produced promising results. Our proposed methodologies are developed using 746 CT images. Our method obtained a sensitivity, specificity, accuracy, F-1 score, and precision of 0.98, 0.97, 0.98, 0.98, and 0.98, respectively with five-fold cross-validation strategy. Our developed prototype is ready to be tested with huge chest CT images database before its real-world application.