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1.
Curr Probl Cardiol ; 49(2): 102207, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37967805

RESUMO

BACKGROUND: The use of traditional models to predict heart failure (HF) has limitations in preventing HF hospitalizations. Artificial intelligence (AI) and machine learning (ML) in cardiovascular medicine only have limited data published regarding HF populations, with none assessing the favorability of decongestive therapy aquapheresis (AQ). AI and ML can be leveraged to design non-traditional models to identify those who are at high risk of HF readmissions. OBJECTIVES: This study aimed to develop a model for pretreatment identification of risk for 90-day HF events among HF patients who have undergone AQ. METHODS: Using data from the AVOID-HF (Aquapheresis versus Intravenous Diuretics and Hospitalization for Heart Failure) trial, we designed a ML-based predictive model that can be used before initiating AQ to anticipate who will respond well to AQ and who will be at high risk of future HF events. RESULTS: Using ML we identified the top ten predictors for 90-day HF events. Interestingly, the variable for 'intimate relationships with loved ones' strongly predicted response to therapy. This ML-model was more successful in predicting the outcome in HF patients who were treated with AQ. In the original AVOID-HF trial, the overall 90-day HF event rate in the AQ arm was 32%. Our proposed predictive model was accurate in anticipating 90-day HF events with better statistical accuracy (area under curve 0.88, sensitivity 80%, specificity 75%, negative predictive value 90%, and positive predictive value 57%). CONCLUSIONS: ML can help identify HF patients who will respond to AQ therapy. Our model can identify super-respondents to AQ therapy and predict 90-day HF events better than currently existing traditional models. CONDENSED ABSTRACT: Utilizing data from the AVOID-HF trial, we designed a ML-predictive model that can be used before initiating AQ to anticipate who will respond well to AQ and who will be at high risk of future HF events. Using ML, we identified the top 10 predictors for 90-day HF events. Our model can identify super-respondents to ultrafiltration therapy and predict 90-day HF events better than currently existing traditional models.


Assuntos
Insuficiência Cardíaca , Ultrafiltração , Humanos , Inteligência Artificial , Insuficiência Cardíaca/diagnóstico , Insuficiência Cardíaca/terapia , Hospitalização , Readmissão do Paciente
2.
Curr Probl Cardiol ; 49(1 Pt A): 102047, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37640180

RESUMO

In the past several years, the coronavirus pandemic has introduced multiple medical disciplines to various new forms of disease previously unknown and has shown us a unique presentation of already existing diseases. We continue to understand the long-term effects of the pandemic on the population's health and continue to find new unique features previously unknown. This paper presents the unique feature of lung uptake abnormalities discovered on nuclear stress testing for cardiac perfusion defects, a consistent finding in multiple individuals with recent COVID-19 or ongoing infection.


Assuntos
COVID-19 , Humanos , Teste de Esforço , Pulmão/diagnóstico por imagem , SARS-CoV-2
3.
Cureus ; 15(11): e49178, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38130527

RESUMO

Until the end of World War II, food security was a global challenge. Consequently, in 1948, type 2 diabetes was relatively uncommon, with the majority of cases being type 1 diabetes requiring insulin therapy. Since then, food has become increasingly palatable and readily available, leading to a rise in obesity across all age groups. Understanding the impact of obesity on our health has become crucial for optimizing healthcare. In this context, we draw attention to two significant, yet relatively uncharted pathogenic effects associated with obesity: Hyperglycemia and Heart Failure with Preserved Ejection Fraction (HFpEF). Thorough pathophysiologic, hemodynamic, and echocardiographic characterization have revealed the existence of a distinct phenotype known as "obese HFpEF" within the broader HFpEF population, and "obesity-induced hyperglycemia" within the diabetes population. In these phenotypes, patients often present with higher Body Mass Index and experience clinical symptoms decades earlier. Recent insights have enhanced our understanding of the mechanisms underlying obesity-mediated heart failure preserved ejection fraction and hyperglycemia. Early detection offers the potential for reversibility of many pathologies associated with obesity through adequate weight reduction. The objective of this review is to provide a deeper insight into these uncharted territories and explore the potential for improved outcomes by reframing these two narratives toward achieving remission. Such a shift has the potential to positively impact individual engagement with healthier lifestyles.

4.
Cureus ; 15(10): e47484, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38022349

RESUMO

Over the past few decades, we have witnessed unprecedented growth in new data that has fundamentally changed our traditional understanding of the progression of atherosclerotic plaques, as well as our strategies for preventing cardiovascular diseases, especially atherosclerosis. It was once believed that atherosclerosis was primarily caused by abnormal lipid buildup in the vessel intima, leading to plaque growth and luminal stenosis, with or without rupture. This perspective has now evolved to encompass more complex pathways, wherein the accumulation of abnormal products of oxidation and inflammation are the most likely factors mediating the growth of atherosclerotic plaques. The review aims to provide a comprehensive and detailed exploration of the relationship between ultra-processed foods, chronic inflammation, cardiovascular diseases, obesity, insulin resistance, and the role of the gut microbiota. It touches on several important aspects of modern diet and health.

6.
Cureus ; 15(4): e38360, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37266054

RESUMO

Cardiac tumors are uncommon and can be classified as either primary benign, primary malignant, or metastatic. Cardiac tumors have a wide range of presentations, which can lead to delays in diagnosis and treatment. Primary cardiac tumors can also affect nearby structures, and there have been a few reported cases of coronary artery involvement with various underlying causes. In this case report, we describe a patient with a primary cardiac sarcoma (angiosarcoma) that had spread to other parts of the body and caused occlusion of the right coronary artery.

7.
J Cardiovasc Dev Dis ; 10(4)2023 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-37103044

RESUMO

Heart failure (HF) therapeutics have advanced significantly over the past few years [...].

8.
J Cardiovasc Dev Dis ; 10(3)2023 Mar 02.
Artigo em Inglês | MEDLINE | ID: mdl-36975870

RESUMO

Hypertrophic cardiomyopathy (HCM) is the most common genetic cardiomyopathy resulting from a mutation in one of several cardiac sarcomeric proteins [...].

9.
J Cardiovasc Dev Dis ; 10(2)2023 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-36826539

RESUMO

One of the major risk factors for coronary atherosclerosis is the gradual formation and maturation of coronary atherosclerotic plaque (CAP) [...].

10.
Mol Genet Metab ; 138(4): 107538, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36812723

RESUMO

BACKGROUND: Anderson-Fabry disease (AFD) is a rare X-linked lysosomal storage disease due to a genetic variation in the α-galactosidase A (GLA) gene. As a result, the activity of the α-galactosidase A (AGAL-A) enzyme is reduced or absent, which causes sphingolipid deposition within different body parts. AFD typically manifests with cardiovascular, renal, cerebrovascular, and dermatologic involvement. Lymphedema is caused by sphingolipid deposition within lymphatics. Lymphedema can cause intolerable pain and limit daily activities. Very limited data exist on lymphedema in AFD patients. METHODS: Using data from the Fabry Registry (NCT00196742) with 7671 patients included (44% males and 56% females), we analyzed the prevalence of lymphedema among AFD patients who were ever assessed for lymphedema and studied the age of first reported lymphedema. Additionally, we assessed whether patients received AFD-specific treatment at some point during their clinical course. The data was stratified by gender and phenotype. RESULTS: Our study showed that lymphedema occurred in 16.5% of the Fabry Registry patients who were ever assessed for lymphedema (n = 5487). Male patients when compared to female patient have higher prevalence (21.7% vs 12.7%) and experienced lymphedema at a younger age (median age at first reported lymphedema of 43.7 vs 51.7 years). When compared to other phenotypes, classic phenotype has the highest prevalence of lymphedema with the earliest reported lymphedema. Among those who reported lymphedema, 84.5% received AFD-specific treatment during their clinical course. CONCLUSIONS: Lymphedema is a common manifestation of AFD in both genders, with a tendency to present later in female patients. Recognition of lymphedema can offer an important opportunity for intervention and potential impact on associated morbidity. Additional future studies are needed to characterize the clinical implications of lymphedema in AFD patients and identify additional treatment options for this growing population.


Assuntos
Doença de Fabry , Linfedema , Masculino , Feminino , Humanos , Doença de Fabry/complicações , Doença de Fabry/epidemiologia , Doença de Fabry/genética , alfa-Galactosidase/genética , Prevalência , Linfedema/etiologia , Linfedema/genética , Sistema de Registros , Progressão da Doença
11.
J Cardiovasc Dev Dis ; 9(12)2022 Dec 09.
Artigo em Inglês | MEDLINE | ID: mdl-36547445

RESUMO

BACKGROUND: Barth syndrome (BTHS) is a rare X-linked genetic disease that affects multiple systems and leads to complex clinical manifestations. Although a considerable amount of research has focused on the physical aspects of the disease, less has focused on the psychosocial impact and quality of life (QoL) in BTHS. METHODS: The current study investigated caregiver- (n = 10) and self-reported (n = 16) psychological well-being and QoL in a cohort of BTHS-affected patients and families. Participants completed the depression and anxiety components of the Patient-Reported Outcomes Information System (PROMIS) Short Form 8A and Health-related quality of life (HRQoL) surveys at enrollment and again during a follow-up period ranging from 6 to 36 months after baseline. RESULTS: Quality of life changed significantly over time and the various domains with some improvement and some decline. Among the available caregiver-patient dyad data, there was a trend toward discordance between caregiver and self-reported outcomes. Most notably, patients reported improvement in HRQoL, while caregivers reported declines. This suggests that there may be differences in perceived quality of life between the patients and parents, though our study is limited by small sample size. CONCLUSION: Our study provides valuable insights into the impacts of psychosocial and mental health aspects of BTHS. Implications of these findings include incorporating longitudinal assessment of QoL and screening for psychological symptoms in BTHS care to identify interventions that may drastically impact health status and the course of the disease.

12.
Curr Probl Cardiol ; 47(12): 101366, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35995246

RESUMO

Amyloidosis is a group of disorders that can affect almost any organ due to the misfolding of proteins with their subsequent deposition in various tissues, leading to various disease manifestations based on the location. When the heart is involved, amyloidosis can manifest with a multitude of presentations such as heart failure, arrhythmias, orthostatic hypotension, syncope, and pre-syncope. Diagnosis of cardiac amyloidosis can be difficult due to the non-specific nature of symptoms and the relative rarity of the disease. Amyloidosis can remain undiagnosed for years, leading to its high morbidity and mortality due to this delay in diagnosis. Newer imaging modalities, such as cardiac magnetic resonance imaging, advanced echocardiography, and biomarkers, make a timely cardiac amyloidosis diagnosis more feasible. Many treatment options are available, which have provided new hope for this patient population. This manuscript will review the pathology, diagnosis, and treatment options available for cardiac amyloidosis and provide a comprehensive overview of this complicated disease process.


Assuntos
Amiloidose , Cardiomiopatias , Insuficiência Cardíaca , Humanos , Amiloidose/diagnóstico , Amiloidose/terapia , Amiloidose/complicações , Insuficiência Cardíaca/etiologia , Ecocardiografia , Imageamento por Ressonância Magnética/efeitos adversos , Síncope , Cardiomiopatias/diagnóstico , Cardiomiopatias/terapia , Cardiomiopatias/complicações
13.
Cureus ; 14(4): e24354, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35611046

RESUMO

The diagnosis and management of myocardial infarction with nonobstructive coronary arteries (MINOCA) are difficult due to its variable presentations, different causes, and challenging diagnostic approaches. Cardiac imaging modalities including cardiac magnetic resonance (CMR) are very useful tools for diagnosing and managing MINOCA. Myocardial infarction (MI) can be caused by coronary emboli that can be contributed to atrial fibrillation (AF). Rarely, coronary embolism with resultant MINOCA can occur after direct current cardioversion (DCCV) even in fully anticoagulated patients. We present a rare case of a coronary embolism following DCCV as well as a CMR finding of microvascular obstruction (MVO), which has not previously been reported after DCCV. This case also emphasizes the value of obtaining a CMR for patients with MINOCA.

14.
Diagnostics (Basel) ; 12(2)2022 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-35204637

RESUMO

Viral myocarditis is inflammation of the myocardium secondary to viral infection. The clinical presentation of viral myocarditis is very heterogeneous and can range from nonspecific symptoms of malaise and fatigue in subclinical disease to a more florid presentation, such as acute cardiogenic shock and sudden cardiac death in severe cases. The accurate and prompt diagnosis of viral myocarditis is very challenging. Endomyocardial biopsy is considered to be the gold standard test to confirm viral myocarditis; however, it is an invasive procedure, and the sensitivity is low when myocardial involvement is focal. Cardiac imaging hence plays an essential role in the noninvasive evaluation of viral myocarditis. The current coronavirus disease 2019 (COVID-19) pandemic has generated considerable interest in the use of imaging in the early detection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-related myocarditis. This article reviews the role of various cardiac imaging modalities used in the diagnosis and assessment of viral myocarditis, including COVID-19-related myocarditis.

15.
Curr Cardiol Rep ; 24(4): 377-382, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35129741

RESUMO

PURPOSE OF REVIEW: Management of intracardiac masses, such as right heart thrombi and catheter-related vegetations, can be challenging. Many patients are high-risk candidates for surgical extraction due to multiple comorbidities and risk of distal embolization. In this review, we highlight the advancements in percutaneous approaches for treatment of intracardiac masses utilizing AngioVac (AngioDynamic, Latham, NY). RECENT FINDINGS: With the Food and Drug Administration (FDA) approval of the AngioVac System in 2009, a growing body of evidence has proven it to be a feasible and effective tool to extract thrombi and masses from the iliocaval system and the right heart. In this review, we highlight the feasibility of AngioVac System (AngioDynamic, Latham, NY) based on the published cases series and registries. Future randomized controlled trials are needed to establish an algorithmic approach in treating intracardiac masses.


Assuntos
Cardiopatias , Trombose , Coração , Cardiopatias/terapia , Humanos , Trombectomia , Resultado do Tratamento
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