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1.
Circ J ; 2024 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-38569871

RESUMO

BACKGROUND: Hypertension is a major cause of cardiovascular disease (CVD). In patients with hypertension, unawareness of the disease often results in poor blood pressure control and increases the risk of CVD. However, data in nationwide surveys regarding the proportion of unaware individuals and the implications of such on their clinical outcomes are lacking. We aimed to clarify the association between unawareness of being prescribed antihypertensive medications among individuals taking antihypertensive medications and the subsequent risk of developing CVD.Methods and Results: This retrospective cohort study analyzed data from the JMDC Claims Database, including 313,715 individuals with hypertension treated with antihypertensive medications (median age 56 years). The primary endpoint was a composite of myocardial infarction, angina pectoris, stroke, heart failure, and atrial fibrillation. Overall, 19,607 (6.2%) individuals were unaware of being prescribed antihypertensive medications. During the follow-up period, 33,976 composite CVD endpoints were documented. Despite their youth, minimal comorbidities, and the achievement of better BP control with a reduced number of antihypertensive prescriptions, unawareness of being prescribed antihypertensive medications was associated with a greater risk of developing composite CVD. Hazard ratios of unawareness of being prescribed antihypertensive medications were 1.16 for myocardial infarction, 1.25 for angina pectoris, 1.15 for stroke, 1.36 for heart failure, and 1.28 for atrial fibrillation. The results were similar in several sensitivity analyses, including the analysis after excluding individuals with dementia. CONCLUSIONS: Among individuals taking antihypertensive medications, assessing the awareness of being prescribed antihypertensive medications may help identify those at high risk for CVD-related events.

2.
J Cardiol ; 2024 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-38582492

RESUMO

BACKGROUND: Some patients with diabetes are unaware that they are prescribed medications for diabetes. The purpose of this study is to determine, using a Japanese nationwide epidemiologic database, the association between unawareness of being prescribed medication and the risk of developing cardiovascular disease (CVD) in patients with diabetes. METHODS: This observational cohort study analyzed data from the JMDC Claims Database between 2005 and 2022, including 94,048 patients with diabetes treated with medications. The primary endpoint was a composite endpoint including myocardial infarction (MI), stroke, heart failure (HF), and atrial fibrillation (AF). RESULTS: We identified 7561 composite CVD endpoints during a mean follow-up of 1199 ±â€¯902 days. Overall, 7779 (8.3 %) patients were unaware of being prescribed medications for diabetes. Those who did not know they were prescribed drugs were younger and had better glycemic control, but these individuals were at higher risk of developing combined CVD [hazard ratio (HR) 1.13, 95 % confidence interval (95 % CI) 1.04-1.22]. HRs of unawareness of being prescribed medications were 1.33 (95 % CI 1.06-1.68) for MI, 1.13 (95 % CI 0.97-1.31) for stroke, 1.10 (95 % CI 1.00-1.21) for HF, and 1.19 (95 % CI 0.97-1.47) for AF, respectively. CONCLUSIONS: In patients with diabetes taking medications for diabetes, even if they are young and have good glycemic control, it is important that they receive adequate education from their healthcare providers to accurately identify their treatment status.

3.
Hypertens Res ; 2024 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-38600275

RESUMO

Although several randomized clinical trials have reported the potential benefit of sodium-glucose cotransporter 2 inhibitors (SGLT2i) in reducing blood pressure (BP), whether SGLT2i can reduce incident hypertension is unknown. We analyzed individuals with diabetes who were newly prescribed SGLT2i or dipeptidyl peptidase 4 inhibitors (DPP4i) in a large-scale epidemiological database. The primary outcome was the incidence of hypertension. A propensity score matching algorithm was employed to compare the subsequent development of hypertension between the SGLT2i and DPP4i groups. After propensity score matching, 5708 well-balanced pairs of SGLT2i and DPP4i users were identified. SGLT2i administration was associated with a reduced risk of hypertension (HR 0.91, 95% CI: 0.84-0.97). The advantage of SGLT2i use over DPP4i use for incident hypertension was generally consistent in several sensitivity analyses, and subgroup analyses showed that SGLT2i use was significantly associated with a lower risk of hypertension in men, patients with baseline HbA1c of <7.5%, and baseline systolic blood pressure ≥127 mmHg. Our investigation using nationwide real-world data demonstrated the potential advantage of SGLT2i over DPP4i in reducing the development of hypertension in individuals with diabetes.

5.
J Am Heart Assoc ; 13(5): e032625, 2024 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-38411545

RESUMO

BACKGROUND: There are few data on sex differences in the association between schizophrenia and the development of cardiovascular disease (CVD). We sought to clarify the relationship of schizophrenia with the risk of developing CVDs and to explore the potential modification effect of sex differences. METHODS AND RESULTS: We conducted a retrospective analysis using the JMDC Claims Database between 2005 and 2022. The study population included 4 124 508 individuals aged 18 to 75 years without a history of CVD or renal replacement therapy. The primary end point is defined as a composite end point that includes myocardial infarction, angina pectoris, stroke, heart failure, atrial fibrillation, and pulmonary thromboembolism. During a mean follow-up of 1288±1001 days, we observed 182 158 composite end points. We found a significant relationship of schizophrenia with a greater risk of developing composite CVD events in both men and women, with a stronger association observed in women. The hazard ratio for the composite end point was 1.63 (95% CI, 1.52-1.74) in women and 1.42 (95% CI, 1.33-1.52) in men after multivariable adjustment (P for interaction=0.0049). This sex-specific difference in the association between schizophrenia and incident CVD was consistent for angina pectoris, heart failure, and atrial fibrillation. CONCLUSIONS: Our analysis using a large-scale epidemiologic cohort demonstrated that the association between schizophrenia and subsequent CVD events was more pronounced in women than in men, suggesting the clinical importance of addressing schizophrenia and tailoring the CVD prevention strategy based on sex-specific factors.


Assuntos
Fibrilação Atrial , Doenças Cardiovasculares , Insuficiência Cardíaca , Esquizofrenia , Humanos , Feminino , Masculino , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/prevenção & controle , Estudos Retrospectivos , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/epidemiologia , Esquizofrenia/epidemiologia , Caracteres Sexuais , Insuficiência Cardíaca/epidemiologia , Angina Pectoris , Fatores de Risco
6.
J Cardiol ; 82(2): 128-133, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37141938

RESUMO

Machine learning is a subfield of artificial intelligence. The quality and versatility of machine learning have been rapidly improving and playing a critical role in many aspects of social life. This trend is also observed in the medical field. Generally, there are three main types of machine learning: supervised, unsupervised, and reinforcement learning. Each type of learning is adequately selected for the purpose and type of data. In the field of medicine, various types of information are collected and used, and research using machine learning is becoming increasingly relevant. Many clinical studies are conducted using electronic health and medical records, including in the cardiovascular area. Machine learning has also been applied in basic research. Machine learning has been widely used for several types of data analysis, such as clustering of microarray analysis and RNA sequence analysis. Machine learning is essential for genome and multi-omics analyses. This review summarizes the recent advancements in the use of machine learning in clinical applications and basic cardiovascular research.


Assuntos
Inteligência Artificial , Cardiologia , Humanos , Aprendizado de Máquina
7.
Biochem Biophys Res Commun ; 632: 181-188, 2022 12 03.
Artigo em Inglês | MEDLINE | ID: mdl-36215905

RESUMO

The number of patients with heart failure and related deaths is rapidly increasing worldwide, making it a major problem. Cardiac hypertrophy is a crucial preliminary step in heart failure, but its treatment has not yet been fully successful. In this study, we established a system to evaluate cardiomyocyte hypertrophy using a deep learning-based high-throughput screening system and identified drugs that inhibit it. First, primary cultured cardiomyocytes from neonatal rats were stimulated by both angiotensin II and endothelin-1, and cellular images were captured using a phase-contrast microscope. Subsequently, we used a deep learning model for instance segmentation and established a system to automatically and unbiasedly evaluate the cardiomyocyte size and perimeter. Using this system, we screened 100 FDA-approved drugs library and identified 12 drugs that inhibited cardiomyocyte hypertrophy. We focused on ezetimibe, a cholesterol absorption inhibitor, that inhibited cardiomyocyte hypertrophy in a dose-dependent manner in vitro. Additionally, ezetimibe improved the cardiac dysfunction induced by pressure overload in mice. These results suggest that the deep learning-based system is useful for the evaluation of cardiomyocyte hypertrophy and drug screening, leading to the development of new treatments for heart failure.


Assuntos
Cardiomegalia , Aprendizado Profundo , Avaliação Pré-Clínica de Medicamentos , Insuficiência Cardíaca , Animais , Camundongos , Ratos , Angiotensina II/farmacologia , Cardiomegalia/diagnóstico por imagem , Cardiomegalia/tratamento farmacológico , Células Cultivadas , Colesterol , Avaliação Pré-Clínica de Medicamentos/métodos , Endotelina-1 , Ezetimiba , Insuficiência Cardíaca/tratamento farmacológico , Miócitos Cardíacos/citologia , Miócitos Cardíacos/efeitos dos fármacos
8.
Nat Commun ; 13(1): 5409, 2022 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-36109509

RESUMO

Failure of the right ventricle plays a critical role in any type of heart failure. However, the mechanism remains unclear, and there is no specific therapy. Here, we show that the right ventricle predominantly expresses alternative complement pathway-related genes, including Cfd and C3aR1. Complement 3 (C3)-knockout attenuates right ventricular dysfunction and fibrosis in a mouse model of right ventricular failure. C3a is produced from C3 by the C3 convertase complex, which includes the essential component complement factor D (Cfd). Cfd-knockout mice also show attenuation of right ventricular failure. Moreover, the plasma concentration of CFD correlates with the severity of right ventricular failure in patients with chronic right ventricular failure. A C3a receptor (C3aR) antagonist dramatically improves right ventricular dysfunction in mice. In summary, we demonstrate the crucial role of the C3-Cfd-C3aR axis in right ventricular failure and highlight potential therapeutic targets for right ventricular failure.


Assuntos
Insuficiência Cardíaca , Disfunção Ventricular Direita , Animais , Complemento C3/genética , Convertases de Complemento C3-C5 , Fator D do Complemento , Insuficiência Cardíaca/genética , Camundongos , Camundongos Knockout , Remodelação Ventricular
9.
Int Heart J ; 62(1): 135-141, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33518652

RESUMO

Although it is well known that patients with hypertrophic cardiomyopathy (HCM) have serious adverse events, such as life-threatening arrhythmia and heart failure, the prediction of such evens is still difficult. Recently, it has been reported that one of the causes of these serious adverse events is microvascular dysfunction, which can be noninvasively evaluated by employing cardiac magnetic resonance (CMR) imaging.We analyzed 32 consecutive HCM patients via CMR imaging and myocardial scintigraphy and divided them into two groups: ventricular tachycardia (VT) group and non-VT group. Myocardial perfusion studies were conducted quantitatively using the QMass® software, and each slice image was divided into six segments. The time-intensity curve derived from the perfusion image by CMR imaging was evaluated, and the time to 50% of the peak intensity (time 50% max) was automatically calculated for each segment.Although no difference was observed in various parameters of myocardial scintigraphy between the two groups, the VT group exhibited a higher mean of time 50% max and wider standard deviation (SD) of time 50% max in each segment than the non-VT group. The cutoff values were obtained by the receiver operating characteristic curves derived from the mean of time 50% max and SD of time 50% max. The two groups divided by the cutoff values exhibited significant differences in the occurrence of serious adverse events.CMR imaging may be useful for predicting serious adverse events of patients with HCM.


Assuntos
Cardiomiopatia Hipertrófica/diagnóstico por imagem , Imageamento por Ressonância Magnética , Imagem de Perfusão do Miocárdio , Taquicardia Ventricular/diagnóstico por imagem , Adulto , Idoso , Cardiomiopatia Hipertrófica/complicações , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Taquicardia Ventricular/etiologia
10.
Nat Commun ; 12(1): 257, 2021 01 11.
Artigo em Inglês | MEDLINE | ID: mdl-33431893

RESUMO

Advances in deep learning technology have enabled complex task solutions. The accuracy of image classification tasks has improved owing to the establishment of convolutional neural networks (CNN). Cellular senescence is a hallmark of ageing and is important for the pathogenesis of ageing-related diseases. Furthermore, it is a potential therapeutic target. Specific molecular markers are used to identify senescent cells. Moreover senescent cells show unique morphology, which can be identified. We develop a successful morphology-based CNN system to identify senescent cells and a quantitative scoring system to evaluate the state of endothelial cells by senescence probability output from pre-trained CNN optimised for the classification of cellular senescence, Deep Learning-Based Senescence Scoring System by Morphology (Deep-SeSMo). Deep-SeSMo correctly evaluates the effects of well-known anti-senescent reagents. We screen for drugs that control cellular senescence using a kinase inhibitor library by Deep-SeSMo-based drug screening and identify four anti-senescent drugs. RNA sequence analysis reveals that these compounds commonly suppress senescent phenotypes through inhibition of the inflammatory response pathway. Thus, morphology-based CNN system can be a powerful tool for anti-senescent drug screening.


Assuntos
Forma Celular , Senescência Celular , Aprendizado Profundo , Avaliação Pré-Clínica de Medicamentos , Células Endoteliais da Veia Umbilical Humana/citologia , Células Endoteliais da Veia Umbilical Humana/efeitos dos fármacos , Células Endoteliais da Veia Umbilical Humana/metabolismo , Humanos , Peróxido de Hidrogênio/toxicidade , Redes Neurais de Computação , beta-Galactosidase/metabolismo
11.
Pulm Circ ; 10(4): 2045894020954310, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33240484

RESUMO

Noonan syndrome is known to have various cardiovascular defects, which include pulmonary artery stenosis. Pulmonary artery stenosis is characterized by obstruction of pulmonary artery blood flow that can cause elevated pulmonary artery pressure and ventilation-perfusion inequality, which can cause dyspnea on exertion and eventually, heart failure. Although the etiology of pulmonary artery stenosis related to congenital diseases is still unknown, balloon pulmonary angioplasty has being reported to be effective to selected patients with Alagille and Williams syndromes, but not from Noonan syndrome despite of modest prevalence of pulmonary artery stenosis. Here, we report the first Noonan syndrome patient with pulmonary artery stenosis who underwent successful balloon pulmonary angioplasty. The strategy used in balloon pulmonary angioplasty was planned with careful morphologic evaluation by computed tomographic angiography, and performed with scoring balloons in a graded approach with multiple sessions. After balloon pulmonary angioplasty, we confirmed maintained dilation of lesions and symptom alleviation, suggesting that balloon pulmonary angioplasty can be performed safely on pulmonary artery stenosis in a Noonan syndrome patient.

12.
Can J Cardiol ; 36(7): 1161.e3-1161.e5, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32502427

RESUMO

Standard aortic valve replacement for aortic regurgitation caused by Behçet disease (BD) is frequently complicated by postoperative recurrent prosthetic valve detachment. Tumour necrosis factor (TNF) α is known to be associated with higher inflammation activities. Therefore, the concomitant use of immunomodulatory agents with TNFα inhibitors may be the key to a better outcome. This is a case report of a 46-year-old woman with severe acute aortic regurgitation due to BD. Immunosuppressive therapy including the TNFα inhibitor infliximab, which has not been reported for perioperative use to date, resulted in the prompt remission of inflammation, leading to the success of Bentall surgery.


Assuntos
Insuficiência da Valva Aórtica/terapia , Valva Aórtica/cirurgia , Síndrome de Behçet/complicações , Implante de Prótese de Valva Cardíaca/métodos , Infliximab/uso terapêutico , Doença Aguda , Antirreumáticos/administração & dosagem , Insuficiência da Valva Aórtica/diagnóstico , Insuficiência da Valva Aórtica/etiologia , Síndrome de Behçet/diagnóstico , Ecocardiografia , Feminino , Humanos , Pessoa de Meia-Idade
13.
Circ Rep ; 1(4): 162-170, 2019 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-33693133

RESUMO

Background: The concept of Clinical Scenario (CS) classification has been widely utilized to aid in choosing appropriate management strategies for acute decompensated heart failure (ADHF). Methods and Results: The West Tokyo-Heart Failure (WET-HF) Registry is a multicenter, prospective cohort registry enrolling consecutive hospitalized ADHF patients. Based on systolic blood pressure (SBP) at admission, 4,000 patients enrolled between 2006 and 2017 were classified into 3 groups: CS1, SBP ≥140 mmHg; CS2, 100≤SBP<140 mmHg; and CS3, SBP <100 mmHg. The CS1 group had a high rate of fluid retention such as leg edema, and the largest reduction in body weight at discharge. In-hospital diuretics use was the most frequent in CS1. Although the primary endpoint of long-term all-cause death and/or ADHF re-hospitalization was more common in more advanced CS, there was no significant difference between the 3 CS groups in patients with HF with preserved ejection fraction (HFpEF; P=0.10). Although more advanced CS was associated with larger left ventricular (LV) chamber size in HF with reduced EF (HFrEF), it was associated with smaller LV size in HFpEF. Conclusions: The long-term prognostic value of CS classification was limited in HFpEF. Whereas CS was closely associated with degree of LV remodeling in HFrEF, a smaller LV chamber might be associated with a lower cardiovascular functional reserve in HFpEF.

14.
Int Heart J ; 59(1): 229-232, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29375113

RESUMO

A 69-year-old woman without any past disease history was hospitalized for heart failure. After hospitalization, she showed myocardial infarction, atrioventricular dissociation, and cardiac dysfunction, and finally she passed away despite intensive care. Autopsy revealed that the cardiac abnormalities were due to bacterial myocarditis possibly resulting from urinary tract infection by E. coli. Although bacterial myocarditis is rare in developed countries, we should consider its possibility when patients show various cardiac abnormalities with bacterial infection.


Assuntos
Infecções por Escherichia coli/complicações , Escherichia coli/isolamento & purificação , Bloqueio Cardíaco/etiologia , Infarto do Miocárdio/etiologia , Miocardite/complicações , Idoso , Angiografia Coronária , Diagnóstico Diferencial , Eletrocardiografia , Infecções por Escherichia coli/diagnóstico , Infecções por Escherichia coli/microbiologia , Evolução Fatal , Feminino , Bloqueio Cardíaco/diagnóstico , Humanos , Infarto do Miocárdio/diagnóstico , Miocardite/diagnóstico , Miocardite/microbiologia
15.
Heart Vessels ; 31(6): 1003-5, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25771803

RESUMO

A 63-year-old woman who had hypopituitarism was re-admitted to our hospital because of fever, diarrhea and disturbance of consciousness with life-threatening arrhythmia due to prolongation of the QT interval. She has been treated with hydrocortisone consequently, and has shown few ventricular arrhythmias with normalization of the QT interval. There have been several reports showing the case of prolonged QT interval with adrenal insufficiency, but there are few reports of isolated adrenocorticotropic hormone deficiency without any electrolytes imbalance that showed polymorphic ventricular tachycardia associated with QT prolongation. We discuss some possible mechanisms of how adrenal insufficiency causes life-threatening arrhythmia. Since lack of glucocorticoid hormone might induce prolongation of the QT interval, patients with adrenal insufficiency should be paid attention as candidates of lethal arrhythmias particularly when exposed to excessive stresses.


Assuntos
Insuficiência Adrenal/etiologia , Sistema de Condução Cardíaco/fisiopatologia , Frequência Cardíaca , Hipopituitarismo/complicações , Síndrome do QT Longo/etiologia , Taquicardia Ventricular/etiologia , Potenciais de Ação , Insuficiência Adrenal/diagnóstico , Insuficiência Adrenal/terapia , Eletrocardiografia , Feminino , Humanos , Hipopituitarismo/diagnóstico , Hipopituitarismo/terapia , Síndrome do QT Longo/diagnóstico , Síndrome do QT Longo/fisiopatologia , Síndrome do QT Longo/terapia , Pessoa de Meia-Idade , Taquicardia Ventricular/diagnóstico , Taquicardia Ventricular/fisiopatologia , Taquicardia Ventricular/terapia , Resultado do Tratamento
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