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1.
Arterioscler Thromb Vasc Biol ; 44(7): 1628-1645, 2024 07.
Artigo em Inglês | MEDLINE | ID: mdl-38813696

RESUMO

BACKGROUND: Pericoronary epicardial adipose tissue (EAT) is a unique visceral fat depot that surrounds the adventitia of the coronary arteries without any anatomic barrier. Clinical studies have demonstrated the association between EAT volume and increased risks for coronary artery disease (CAD). However, the cellular and molecular mechanisms underlying the association remain elusive. METHODS: We performed single-nucleus RNA sequencing on pericoronary EAT samples collected from 3 groups of subjects: patients undergoing coronary bypass surgery for severe CAD (n=8), patients with CAD with concomitant type 2 diabetes (n=8), and patients with valvular diseases but without concomitant CAD and type 2 diabetes as the control group (n=8). Comparative analyses were performed among groups, including cellular compositional analysis, cell type-resolved transcriptomic changes, gene coexpression network analysis, and intercellular communication analysis. Immunofluorescence staining was performed to confirm the presence of CAD-associated subclusters. RESULTS: Unsupervised clustering of 73 386 nuclei identified 15 clusters, encompassing all known cell types in the adipose tissue. Distinct subpopulations were identified within primary cell types, including adipocytes, adipose stem and progenitor cells, and macrophages. CD83high macrophages and FOSBhigh adipocytes were significantly expanded in CAD. In comparison to normal controls, both disease groups exhibited dysregulated pathways and altered secretome in the primary cell types. Nevertheless, minimal differences were noted between the disease groups in terms of cellular composition and transcriptome. In addition, our data highlight a potential interplay between dysregulated circadian clock and altered physiological functions in adipocytes of pericoronary EAT. ANXA1 (annexin A1) and SEMA3B (semaphorin 3B) were identified as important adipokines potentially involved in functional changes of pericoronary EAT and CAD pathogenesis. CONCLUSIONS: We built a complete single-nucleus transcriptomic atlas of human pericoronary EAT in normal and diseased conditions of CAD. Our study lays the foundation for developing novel therapeutic strategies for treating CAD by targeting and modifying pericoronary EAT functions.


Assuntos
Tecido Adiposo , Doença da Artéria Coronariana , Pericárdio , Transcriptoma , Humanos , Pericárdio/metabolismo , Pericárdio/patologia , Feminino , Masculino , Pessoa de Meia-Idade , Doença da Artéria Coronariana/genética , Doença da Artéria Coronariana/patologia , Doença da Artéria Coronariana/metabolismo , Idoso , Tecido Adiposo/metabolismo , Tecido Adiposo/patologia , Diabetes Mellitus Tipo 2/genética , Diabetes Mellitus Tipo 2/metabolismo , Diabetes Mellitus Tipo 2/complicações , Adipócitos/metabolismo , Adipócitos/patologia , Doenças das Valvas Cardíacas/genética , Doenças das Valvas Cardíacas/patologia , Doenças das Valvas Cardíacas/metabolismo , Doenças das Valvas Cardíacas/cirurgia , Perfilação da Expressão Gênica/métodos , Estudos de Casos e Controles , Ponte de Artéria Coronária , Análise de Célula Única , Macrófagos/metabolismo , Macrófagos/patologia , Redes Reguladoras de Genes , Tecido Adiposo Epicárdico
2.
BMC Genomics ; 25(1): 938, 2024 Oct 07.
Artigo em Inglês | MEDLINE | ID: mdl-39375631

RESUMO

BACKGROUND: Epicardial adipose tissue (EAT) surrounds the heart and is hypothesised to play a role in the development of heart failure (HF). In this study, we first investigated the differences in gene expression between epicardial adipose tissue (EAT) and subcutaneous adipose tissue (SAT) in patients undergoing elective coronary artery bypass graft (CABG) surgery (n = 21; 95% male). Secondly, we examined the association between EAT and SAT in patients at risk for HF stage A (n = 12) and in pre-HF patients, who show signs but not symptoms of HF, stage B (n = 9). RESULTS: The study confirmed a distinct separation between EAT and SAT. In EAT 17 clusters of genes were present, of which several novel gene modules are associated with characteristics of HF. Notably, seven gene modules showed significant correlation to measures of HF, such as end diastolic left ventricular posterior wall thickness, e'mean, deceleration time and BMI. One module was particularly distinct in EAT when compared to SAT, featuring key genes such as FLT4, SEMA3A, and PTX3, which are implicated in angiogenesis, inflammation regulation, and tissue repair, suggesting a unique role in EAT linked to left ventricular dysfunction. Genetic expression was compared in EAT across all pre-HF and normal phenotypes, revealing small genetic changes in the form of 18 differentially expressed genes in ACC/AHA Stage A vs. Stage B. CONCLUSIONS: The roles of subcutaneous and epicardial fat are clearly different. We highlight the gene expression difference in search of potential modifiers of HF progress. The true implications of our findings should be corroborated in other studies since HF ACC/AHA stage B patients are common and carry a considerable risk for progression to symptomatic HF.


Assuntos
Ponte de Artéria Coronária , Insuficiência Cardíaca , Pericárdio , Gordura Subcutânea , Humanos , Insuficiência Cardíaca/genética , Insuficiência Cardíaca/metabolismo , Pericárdio/metabolismo , Pericárdio/patologia , Masculino , Feminino , Gordura Subcutânea/metabolismo , Idoso , Pessoa de Meia-Idade , Tecido Adiposo/metabolismo , Perfilação da Expressão Gênica , Tecido Adiposo Epicárdico
3.
Magn Reson Med ; 2024 Sep 25.
Artigo em Inglês | MEDLINE | ID: mdl-39323040

RESUMO

PURPOSE: To develop a method for quantifying the fatty acid composition (FAC) of human epicardial adipose tissue (EAT) using accelerated MRI and identify its potential for detecting proinflammatory biomarkers in patients with ST-segment elevation myocardial infarction (STEMI). METHODS: A multi-echo radial gradient-echo sequence was developed for accelerated imaging during a breath hold using a locally low-rank denoising technique to reconstruct undersampled images. FAC mapping was achieved by fitting the multi-echo images to a multi-resonance complex signal model based on triglyceride characterization. Validation of the method was assessed using a phantom comprised of multiple oils. In vivo imaging was performed in STEMI patients (n = 21; 14 males/seven females). FAC was quantified in EAT, subcutaneous AT, and abdominal visceral AT. RESULTS: Phantom validation demonstrated strong correlations (r > 0.97) and statistical significance (p < 0.0001) between measured and reference proton density fat fraction and FAC values. In vivo imaging of STEMI patients revealed a distinct EAT FAC profile compared to subcutaneous AT and abdominal visceral AT. EAT FAC parameters had significant correlations with left ventricular (LV) end-diastolic volume index (p < 0.05), LV end-systolic volume index (p < 0.05), and LV mass index (p < 0.05). CONCLUSIONS: Accelerated MRI enabled accurate quantification of human EAT FAC. The relationships between the EAT FAC profile and LV structure and function in STEMI patients suggest the potential of EAT FAC MRI as a biomarker for adipose tissue quality and inflammatory status in cardiovascular disease.

4.
Heart Fail Rev ; 2024 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-39269643

RESUMO

Heart failure with preserved ejection fraction (HFpEF) is a heterogeneous syndrome with various phenotypes, and obesity is one of the most common and clinically relevant phenotypes of HFpEF. Obesity contributes to HFpEF through multiple mechanisms, including sodium retention, neurohormonal dysregulation, altered energy substrate metabolism, expansion of visceral adipose tissue, and low-grade systemic inflammation. Glucagon-like peptide-1 (GLP-1) is a hormone in the incretin family. It is produced by specialized cells called neuroendocrine L cells located in the distal ileum and colon. GLP-1 reduces blood glucose levels by promoting glucose-dependent insulin secretion from pancreatic ß cells, suppressing glucagon release from pancreatic α cells, and blocking hepatic gluconeogenesis. Recent evidence suggests that GLP-1 receptor agonists (GLP-1 RAs) can significantly improve physical activity limitations and exercise capacity in obese patients with HFpEF. The possible cardioprotective mechanisms of GLP-1 RAs include reducing epicardial fat tissue thickness, preventing activation of the renin-angiotensin-aldosterone system, improving myocardial energy metabolism, reducing systemic inflammation and cardiac oxidative stress, and delaying the progression of atherosclerosis. This review examines the impact of obesity on the underlying mechanisms of HFpEF, summarizes the trial data on cardiovascular outcomes of GLP-1 RAs in patients with type 2 diabetes mellitus, and highlights the potential cardioprotective mechanisms of GLP-1 RAs to give a pathophysiological and clinical rationale for using GLP-1 RAs in obese HFpEF patients.

5.
Cardiovasc Diabetol ; 23(1): 328, 2024 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-39227844

RESUMO

BACKGROUND: The aim of this study (EPIDIAB) was to assess the relationship between epicardial adipose tissue (EAT) and the micro and macrovascular complications (MVC) of type 2 diabetes (T2D). METHODS: EPIDIAB is a post hoc analysis from the AngioSafe T2D study, which is a multicentric study aimed at determining the safety of antihyperglycemic drugs on retina and including patients with T2D screened for diabetic retinopathy (DR) (n = 7200) and deeply phenotyped for MVC. Patients included who had undergone cardiac CT for CAC (Coronary Artery Calcium) scoring after inclusion (n = 1253) were tested with a validated deep learning segmentation pipeline for EAT volume quantification. RESULTS: Median age of the study population was 61 [54;67], with a majority of men (57%) a median duration of the disease 11 years [5;18] and a mean HbA1c of7.8 ± 1.4%. EAT was significantly associated with all traditional CV risk factors. EAT volume significantly increased with chronic kidney disease (CKD vs no CKD: 87.8 [63.5;118.6] vs 82.7 mL [58.8;110.8], p = 0.008), coronary artery disease (CAD vs no CAD: 112.2 [82.7;133.3] vs 83.8 mL [59.4;112.1], p = 0.0004, peripheral arterial disease (PAD vs no PAD: 107 [76.2;141] vs 84.6 mL[59.2; 114], p = 0.0005 and elevated CAC score (> 100 vs < 100 AU: 96.8 mL [69.1;130] vs 77.9 mL [53.8;107.7], p < 0.0001). By contrast, EAT volume was neither associated with DR, nor with peripheral neuropathy. We further evidenced a subgroup of patients with high EAT volume and a null CAC score. Interestingly, this group were more likely to be composed of young women with a high BMI, a lower duration of T2D, a lower prevalence of microvascular complications, and a higher inflammatory profile. CONCLUSIONS: Fully-automated EAT volume quantification could provide useful information about the risk of both renal and macrovascular complications in T2D patients.


Assuntos
Tecido Adiposo , Automação , Doença da Artéria Coronariana , Aprendizado Profundo , Diabetes Mellitus Tipo 2 , Pericárdio , Valor Preditivo dos Testes , Calcificação Vascular , Humanos , Masculino , Feminino , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/diagnóstico , Pericárdio/diagnóstico por imagem , Pessoa de Meia-Idade , Tecido Adiposo/diagnóstico por imagem , Idoso , Calcificação Vascular/diagnóstico por imagem , Doença da Artéria Coronariana/diagnóstico por imagem , Angiopatias Diabéticas/diagnóstico por imagem , Angiopatias Diabéticas/etiologia , Angiopatias Diabéticas/diagnóstico , Medição de Risco , Interpretação de Imagem Radiográfica Assistida por Computador , Angiografia por Tomografia Computadorizada , Adiposidade , Angiografia Coronária , Fatores de Risco , Reprodutibilidade dos Testes , Prognóstico , Tecido Adiposo Epicárdico
6.
Cardiovasc Diabetol ; 23(1): 236, 2024 Jul 05.
Artigo em Inglês | MEDLINE | ID: mdl-38970123

RESUMO

BACKGROUND: Owing to its unique location and multifaceted metabolic functions, epicardial adipose tissue (EAT) is gradually emerging as a new metabolic target for coronary artery disease risk stratification. Microvascular obstruction (MVO) has been recognized as an independent risk factor for unfavorable prognosis in acute myocardial infarction patients. However, the concrete role of EAT in the pathogenesis of MVO formation in individuals with ST-segment elevation myocardial infarction (STEMI) remains unclear. The objective of the study is to evaluate the correlation between EAT accumulation and MVO formation measured by cardiac magnetic resonance (CMR) in STEMI patients and clarify the underlying mechanisms involved in this relationship. METHODS: Firstly, we utilized CMR technique to explore the association of EAT distribution and quantity with MVO formation in patients with STEMI. Then we utilized a mouse model with EAT depletion to explore how EAT affected MVO formation under the circumstances of myocardial ischemia/reperfusion (I/R) injury. We further investigated the immunomodulatory effect of EAT on macrophages through co-culture experiments. Finally, we searched for new therapeutic strategies targeting EAT to prevent MVO formation. RESULTS: The increase of left atrioventricular EAT mass index was independently associated with MVO formation. We also found that increased circulating levels of DPP4 and high DPP4 activity seemed to be associated with EAT increase. EAT accumulation acted as a pro-inflammatory mediator boosting the transition of macrophages towards inflammatory phenotype in myocardial I/R injury through secreting inflammatory EVs. Furthermore, our study declared the potential therapeutic effects of GLP-1 receptor agonist and GLP-1/GLP-2 receptor dual agonist for MVO prevention were at least partially ascribed to its impact on EAT modulation. CONCLUSIONS: Our work for the first time demonstrated that excessive accumulation of EAT promoted MVO formation by promoting the polarization state of cardiac macrophages towards an inflammatory phenotype. Furthermore, this study identified a very promising therapeutic strategy, GLP-1/GLP-2 receptor dual agonist, targeting EAT for MVO prevention following myocardial I/R injury.


Assuntos
Tecido Adiposo , Modelos Animais de Doenças , Receptor do Peptídeo Semelhante ao Glucagon 1 , Macrófagos , Camundongos Endogâmicos C57BL , Traumatismo por Reperfusão Miocárdica , Pericárdio , Infarto do Miocárdio com Supradesnível do Segmento ST , Animais , Pericárdio/metabolismo , Traumatismo por Reperfusão Miocárdica/metabolismo , Traumatismo por Reperfusão Miocárdica/patologia , Masculino , Macrófagos/metabolismo , Macrófagos/patologia , Receptor do Peptídeo Semelhante ao Glucagon 1/metabolismo , Receptor do Peptídeo Semelhante ao Glucagon 1/agonistas , Infarto do Miocárdio com Supradesnível do Segmento ST/metabolismo , Infarto do Miocárdio com Supradesnível do Segmento ST/patologia , Infarto do Miocárdio com Supradesnível do Segmento ST/diagnóstico por imagem , Tecido Adiposo/metabolismo , Tecido Adiposo/patologia , Humanos , Feminino , Pessoa de Meia-Idade , Fenótipo , Dipeptidil Peptidase 4/metabolismo , Idoso , Técnicas de Cocultura , Adiposidade , Circulação Coronária , Transdução de Sinais , Microcirculação , Vasos Coronários/metabolismo , Vasos Coronários/patologia , Vasos Coronários/diagnóstico por imagem , Incretinas/farmacologia , Microvasos/metabolismo , Microvasos/patologia , Células Cultivadas , Camundongos , Tecido Adiposo Epicárdico
7.
Cardiovasc Diabetol ; 23(1): 283, 2024 Aug 03.
Artigo em Inglês | MEDLINE | ID: mdl-39097703

RESUMO

BACKGROUND: Heart failure (HF) with improved ejection fraction (EF, HFimpEF) is a distinct HF subtype, characterized by left ventricular (LV) reverse remodeling and myocardial functional recovery. Multiple cardiometabolic factors are implicated in this process. Epicardial adipose tissue (EAT), emerging as an endocrine and paracrine organ, contributes to the onset and progression of HF. However, the relation between EAT and the incidence of HFimpEF is still unclear. METHODS: A total of 203 hospitalized HF patients with reduced EF (HFrEF, LVEF ≤ 40%) who underwent coronary CT angiography (CCTA) during index hospitalization were consecutively enrolled between November 2011 and December 2022. Routine follow-up and repeat echocardiograms were performed. The incidence of HFimpEF was defined as (1) an absolute LVEF improvement ≥ 10% and (2) a second LVEF > 40% (at least 3 months apart). EAT volume and density were semiautomatically quantified on non-enhanced series of CCTA scans. RESULTS: During a median follow-up of 8.6 (4.9 ~ 13.3) months, 104 (51.2%) patients developed HFimpEF. Compared with HFrEF patients, HFimpEF patients had lower EAT volume (115.36 [IQR 87.08 ~ 154.78] mL vs. 169.67 [IQR 137.22 ~ 218.89] mL, P < 0.001) and higher EAT density (-74.92 ± 6.84 HU vs. -78.76 ± 6.28 HU, P < 0.001). Multivariate analysis showed lower EAT volume (OR: 0.885 [95%CI 0.822 ~ 0.947]) and higher density (OR: 1.845 [95%CI 1.023 ~ 3.437]) were both independently associated with the incidence of HFimpEF. Subgroup analysis revealed that the association between EAT properties and HFimpEF was not modified by HF etiology. CONCLUSIONS: This study reveals that lower EAT volume and higher EAT density are associated with development of HFimpEF. Therapies targeted at reducing EAT quantity and improving its quality might provide favorable effects on myocardial recovery in HF patients.


Assuntos
Adiposidade , Angiografia por Tomografia Computadorizada , Tecido Adiposo Epicárdico , Insuficiência Cardíaca , Pericárdio , Recuperação de Função Fisiológica , Volume Sistólico , Função Ventricular Esquerda , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Angiografia Coronária , Tecido Adiposo Epicárdico/diagnóstico por imagem , Tecido Adiposo Epicárdico/fisiopatologia , Insuficiência Cardíaca/fisiopatologia , Insuficiência Cardíaca/diagnóstico por imagem , Pericárdio/diagnóstico por imagem , Pericárdio/fisiopatologia , Valor Preditivo dos Testes , Prognóstico , Estudos Retrospectivos , Fatores de Risco , Fatores de Tempo , Remodelação Ventricular
8.
Cardiovasc Diabetol ; 23(1): 308, 2024 Aug 22.
Artigo em Inglês | MEDLINE | ID: mdl-39175063

RESUMO

BACKGROUND: Albuminuria is considered an early and sensitive marker of kidney dysfunction, but also an independent cardiovascular risk factor. Considering the possible relationship among metabolic liver disease, cardiovascular disease and chronic kidney disease, we aimed to evaluate the risk of developing albuminuria regarding the presence of epicardial adipose tissue and the steatotic liver disease status. METHODS: A retrospective long-term longitudinal study including 181 patients was carried out. Epicardial adipose tissue and steatotic liver disease were assessed by computed tomography. The presence of albuminuria at follow-up was defined as the outcome. RESULTS: After a median follow up of 11.2 years, steatotic liver disease (HR 3.15; 95% CI, 1.20-8.26; p = 0.02) and excess amount of epicardial adipose tissue (HR 6.12; 95% CI, 1.69-22.19; p = 0.006) were associated with an increased risk of albuminuria after adjustment for visceral adipose tissue, sex, age, weight status, type 2 diabetes, prediabetes, hypertriglyceridemia, hypercholesterolemia, arterial hypertension, and cardiovascular prevention treatment at baseline. The presence of both conditions was associated with a higher risk of developing albuminuria compared to having steatotic liver disease alone (HR 5.91; 95% CI 1.15-30.41, p = 0.033). Compared with the first tertile of visceral adipose tissue, the proportion of subjects with liver steatosis and abnormal epicardial adipose tissue was significantly higher in the second and third tertile. We found a significant correlation between epicardial fat and steatotic liver disease (rho = 0.43 [p < 0.001]). CONCLUSIONS: Identification and management/decrease of excess adiposity must be a target in the primary and secondary prevention of chronic kidney disease development and progression. Visceral adiposity assessment may be an adequate target in the daily clinical setting. Moreover, epicardial adipose tissue and steatotic liver disease assessment may aid in the primary prevention of renal dysfunction.


Assuntos
Adiposidade , Albuminúria , Fígado Gorduroso , Pericárdio , Humanos , Estudos Retrospectivos , Masculino , Feminino , Pericárdio/diagnóstico por imagem , Albuminúria/epidemiologia , Albuminúria/diagnóstico , Albuminúria/fisiopatologia , Pessoa de Meia-Idade , Fatores de Risco , Idoso , Fígado Gorduroso/epidemiologia , Fígado Gorduroso/diagnóstico , Fígado Gorduroso/fisiopatologia , Estudos Longitudinais , Fatores de Tempo , Tecido Adiposo/diagnóstico por imagem , Tecido Adiposo/fisiopatologia , Tecido Adiposo/metabolismo , Medição de Risco , Fígado/diagnóstico por imagem , Fígado/patologia , Gordura Intra-Abdominal/fisiopatologia , Gordura Intra-Abdominal/diagnóstico por imagem , Adulto
9.
Respir Res ; 25(1): 356, 2024 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-39354441

RESUMO

BACKGROUND: Accurate prediction of short-term mortality in acute pulmonary embolism (APE) is very important. The aim of the present study was to analyze the prognostic role of radiomics values of epicardial adipose tissue (EAT) in APE. METHODS: Overall, 508 patients were included into the study, 209 female (42.1%), mean age, 64.7 ± 14.8 years. 4.6%and 12.4% died (7- and 30-day mortality, respectively). For external validation, a cohort of 186 patients was further analysed. 20.2% and 27.7% died (7- and 30-day mortality, respectively). CTPA was performed at admission for every patient before any previous treatment on multi-slice CT scanners. A trained radiologist, blinded to patient outcomes, semiautomatically segmented the EAT on a dedicated workstation using ImageJ software. Extraction of radiomic features was applied using the pyradiomics library. After correction for correlation among features and feature cleansing by random forest and feature ranking, we implemented feature signatures using 247 features of each patient. In total, 26 feature combinations with different feature class combinations were identified. Patients were randomly assigned to a training and a validation cohort with a ratio of 7:3. We characterized two models (30-day and 7-day mortality). The models incorporate a combination of 13 features of seven different image feature classes. FINDINGS: We fitted the characterized models to a validation cohort (n = 169) in order to test accuracy of our models. We observed an AUC of 0.776 (CI 0.671-0.881) and an AUC of 0.724 (CI 0.628-0.820) for the prediction of 30-day mortality and 7-day mortality, respectively. The overall percentage of correct prediction in this regard was 88% and 79% in the validation cohorts. Lastly, the AUC in an independent external validation cohort was 0.721 (CI 0.633-0.808) and 0.750 (CI 0.657-0.842), respectively. INTERPRETATION: Radiomics parameters of EAT are strongly associated with mortality in patients with APE. CLINICAL TRIAL NUMBER: Not applicable.


Assuntos
Tecido Adiposo , Pericárdio , Valor Preditivo dos Testes , Embolia Pulmonar , Humanos , Feminino , Embolia Pulmonar/mortalidade , Embolia Pulmonar/diagnóstico por imagem , Pessoa de Meia-Idade , Tecido Adiposo/diagnóstico por imagem , Masculino , Pericárdio/diagnóstico por imagem , Idoso , Doença Aguda , Estudos de Coortes , Estudos Retrospectivos , Idoso de 80 Anos ou mais , Prognóstico , Angiografia por Tomografia Computadorizada/métodos , Tecido Adiposo Epicárdico , Radiômica
10.
J Magn Reson Imaging ; 2024 Jul 09.
Artigo em Inglês | MEDLINE | ID: mdl-38979719

RESUMO

BACKGROUND: Epicardial adipose tissue (EAT) is a metabolically active visceral fat linked to cardiovascular disease. Prior studies demonstrated the predictive value of EAT volume (EATV) in atrial fibrillation (AF) among hypertrophic obstructive cardiomyopathy patients. PURPOSE: To investigate the association between EATV and AF in hypertrophic cardiomyopathy (HCM). STUDY TYPE: Retrospective. POPULATION: Two hundred and twenty-four HCM patients (including 79 patients with AF and 145 patients without AF, 154 men) and 80 healthy controls (54 men). FIELD STRENGTH/SEQUENCE: 3.0 T scanner; balanced steady-state free precession (SSFP) cine sequence, gradient echo. ASSESSMENT: EAT thickness was assessed in the 4-chamber and basal short-axis planes. EAT volume was calculated by outlining the epicardial border and visceral pericardium layer on short-axis cine images. STATISTICAL TESTS: Shapiro-Wilk test, Student's t test or the Mann-Whitney U test, chi-square test or Fisher's exact test, Multivariate linear regression analyses, Multivariable binary logistic regression analysis. Intraclass correlation coefficient. Significance was determined at P < 0.05. RESULTS: EATV and EAT volume index (EATVI) were significantly greater in HCM patients with AF than those without AF (126.6 ± 25.9 mL vs. 90.5 ± 24.5 mL, and 73.0 ± 15.9 mL/m2 vs. 51.3 ± 13.4 mL/m2). EATVI was associated with AF in multivariable linear regression analysis among HCM patients (ß = 0.62). Multivariable logistic regression analysis revealed that compared to other indicators, the area under curve (AUC) of EATVI was 0.86 (cut-off, 53.9 mL/m2, 95% CI, 0.80-0.89), provided a better performance, with the sensitivity of 96.2% and specificity of 58.6%. The combined model exhibited superior association with AF presence compared to the clinical model (AUC 0.96 vs. 0.76) and the imaging model (AUC 0.96 vs. 0.93). DATA CONCLUSION: EATVI was associated with AF. EATVI was significantly correlated with incident AF, and provided a better performance in HCM patients compared to other indicators. EVIDENCE LEVEL: 3 TECHNICAL EFFICACY: Stage 2.

11.
Cell Commun Signal ; 22(1): 243, 2024 Apr 26.
Artigo em Inglês | MEDLINE | ID: mdl-38671495

RESUMO

BACKGROUND: Coronary artery disease (CAD) is a leading cause of death in women. Epicardial adipose tissue (EAT) secretes cytokines to modulate coronary artery function, and the release of fatty acids from EAT serves as a readily available energy source for cardiomyocytes. However, despite having beneficial functions, excessive amounts of EAT can cause the secretion of proinflammatory molecules that increase the instability of atherosclerotic plaques and contribute to CAD progression. Although exercise mitigates CAD, the mechanisms by which exercise impacts EAT are unknown. The Yucatan pig is an excellent translational model for the effects of exercise on cardiac function. Therefore, we sought to determine if chronic aerobic exercise promotes an anti-inflammatory microenvironment in EAT from female Yucatan pigs. METHODS: Sexually mature, female Yucatan pigs (n = 7 total) were assigned to sedentary (Sed, n = 3) or exercise (Ex, n = 4) treatments, and coronary arteries were occluded (O) with an ameroid to mimic CAD or remained non-occluded (N). EAT was collected for bulk (n = 7 total) and single nucleus transcriptomic sequencing (n = 2 total, 1 per exercise treatment). RESULTS: Based on the bulk transcriptomic analysis, exercise upregulated S100 family, G-protein coupled receptor, and CREB signaling in neurons canonical pathways in EAT. The top networks in EAT affected by exercise as measured by bulk RNA sequencing were SRC kinase family, fibroblast growth factor receptor, Jak-Stat, and vascular endothelial growth factor. Single nucleus transcriptomic analysis revealed that exercise increased the interaction between immune, endothelial, and mesenchymal cells in the insulin-like growth factor pathway and between endothelial and other cell types in the platelet endothelial cell adhesion molecule 1 pathway. Sub-clustering revealed nine cell types in EAT, with fibroblast and macrophage populations predominant in O-Ex EAT and T cell populations predominant in N-Ex EAT. Unlike the findings for exercise alone as a treatment, there were not increased interactions between endothelial and mesenchymal cells in O-Ex EAT. Coronary artery occlusion impacted the most genes in T cells and endothelial cells. Genes related to fatty acid metabolism were the most highly upregulated in non-immune cells from O-Ex EAT. Sub-clustering of endothelial cells revealed that N-Ex EAT separated from other treatments. CONCLUSIONS: According to bulk transcriptomics, exercise upregulated pathways and networks related to growth factors and immune cell communication. Based on single nucleus transcriptomics, aerobic exercise increased cell-to-cell interaction amongst immune, mesenchymal, and endothelial cells in female EAT. Yet, exercise was minimally effective at reversing alterations in gene expression in endothelial and mesenchymal cells in EAT surrounding occluded arteries. These findings lay the foundation for future work focused on the impact of exercise on cell types in EAT.


Assuntos
Tecido Adiposo Epicárdico , Pericárdio , Condicionamento Físico Animal , Transcriptoma , Animais , Feminino , Imunidade Adaptativa/genética , Núcleo Celular/metabolismo , Doença da Artéria Coronariana/metabolismo , Doença da Artéria Coronariana/genética , Tecido Adiposo Epicárdico/metabolismo , Imunidade Inata , Pericárdio/metabolismo , Suínos , Transcriptoma/genética
12.
J Cardiovasc Magn Reson ; 26(2): 101048, 2024 Jun 13.
Artigo em Inglês | MEDLINE | ID: mdl-38878970

RESUMO

BACKGROUND: Metabolic diseases can negatively alter epicardial fat accumulation and composition, which can be probed using quantitative cardiac chemical shift encoded (CSE) cardiovascular magnetic resonance (CMR) by mapping proton-density fat fraction (PDFF). To obtain motion-resolved high-resolution PDFF maps, we proposed a free-running cardiac CSE-CMR framework at 3T. To employ faster bipolar readout gradients, a correction for gradient imperfections was added using the gradient impulse response function (GIRF) and evaluated on intermediate images and PDFF quantification. METHODS: Ten minutes free-running cardiac 3D radial CSE-CMR acquisitions were compared in vitro and in vivo at 3T. Monopolar and bipolar readout gradient schemes provided 8 echoes (TE1/ΔTE = 1.16/1.96 ms) and 13 echoes (TE1/ΔTE = 1.12/1.07 ms), respectively. Bipolar-gradient free-running cardiac fat and water images and PDFF maps were reconstructed with or without GIRF correction. PDFF values were evaluated in silico, in vitro on a fat/water phantom, and in vivo in 10 healthy volunteers and 3 diabetic patients. RESULTS: In monopolar mode, fat-water swaps were demonstrated in silico and confirmed in vitro. Using bipolar readout gradients, PDFF quantification was reliable and accurate with GIRF correction with a mean bias of 0.03% in silico and 0.36% in vitro while it suffered from artifacts without correction, leading to a PDFF bias of 4.9% in vitro and swaps in vivo. Using bipolar readout gradients, in vivo PDFF of epicardial adipose tissue was significantly lower compared to subcutaneous fat (80.4 ± 7.1% vs 92.5 ± 4.3%, P < 0.0001). CONCLUSIONS: Aiming for an accurate PDFF quantification, high-resolution free-running cardiac CSE-MRI imaging proved to benefit from bipolar echoes with k-space trajectory correction at 3T. This free-breathing acquisition framework enables to investigate epicardial adipose tissue PDFF in metabolic diseases.

13.
Circ J ; 2024 May 18.
Artigo em Inglês | MEDLINE | ID: mdl-38763753

RESUMO

BACKGROUND: The relationships of the clinical and biological attributes of epicardial adipose tissue (EAT) with aortic valve calcification (AVC) have not been characterized. We evaluated the relationships of the clinical and histological features of EAT with AVC assessed using computed tomography (CT).Methods and Results: We enrolled 43 patients undergoing cardiac CT examination prior to elective cardiac surgery in whom AVC was identified on CT. EAT volume and density, coronary calcium score (CCS), AVC score (AVCS), and coronary atherosclerosis on CT angiography were evaluated in each patient. During cardiac surgery, 2 EAT samples were obtained for immunohistochemistry. The number of CD68- and CD11c-positive macrophages and osteocalcin-positive cells was counted in 6 random high-power fields of EAT sections. EAT density, but not EAT volume normalized to body surface area, was positively correlated with the number of macrophages and osteocalcin-positive cells in EAT. There was a positive correlation between ln(AVCS), but not ln(CCS+1), and the number of macrophages and osteocalcin-positive cells in EAT. Multivariate analysis revealed significant positive correlations for ln(AVCS) with EAT density (ß=0.42; P=0.0072) and the number of CD68-positive macrophages (ß=0.57; P=0.0022), CD11c-positive macrophages (ß=0.62; P=0.0003), and osteocalcin-positive cells (ß=0.52; P=0.0021) in EAT. CONCLUSIONS: Inflammation and osteogenesis in EAT, reflected by high CT density, are associated with the severity of AVC representing aortic valve degeneration.

14.
Circ J ; 88(7): 1089-1098, 2024 06 25.
Artigo em Inglês | MEDLINE | ID: mdl-38355108

RESUMO

BACKGROUND: The aim of this study was to build an auto-segmented artificial intelligence model of the atria and epicardial adipose tissue (EAT) on computed tomography (CT) images, and examine the prognostic significance of auto-quantified left atrium (LA) and EAT volumes for AF. METHODS AND RESULTS: This retrospective study included 334 patients with AF who were referred for catheter ablation (CA) between 2015 and 2017. Atria and EAT volumes were auto-quantified using a pre-trained 3-dimensional (3D) U-Net model from pre-ablation CT images. After adjusting for factors associated with AF, Cox regression analysis was used to examine predictors of AF recurrence. The mean (±SD) age of patients was 56±11 years; 251 (75%) were men, and 79 (24%) had non-paroxysmal AF. Over 2 years of follow-up, 139 (42%) patients experienced recurrence. Diabetes, non-paroxysmal AF, non-pulmonary vein triggers, mitral line ablation, and larger LA, right atrium, and EAT volume indices were linked to increased hazards of AF recurrence. After multivariate adjustment, non-paroxysmal AF (hazard ratio [HR] 0.6; 95% confidence interval [CI] 0.4-0.8; P=0.003) and larger LA-EAT volume index (HR 1.1; 95% CI 1.0-1.2; P=0.009) remained independent predictors of AF recurrence. CONCLUSIONS: LA-EAT volume measured using the auto-quantified 3D U-Net model is feasible for predicting AF recurrence after CA, regardless of AF type.


Assuntos
Tecido Adiposo , Fibrilação Atrial , Ablação por Cateter , Estudos de Viabilidade , Pericárdio , Recidiva , Humanos , Fibrilação Atrial/cirurgia , Fibrilação Atrial/fisiopatologia , Fibrilação Atrial/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , Feminino , Ablação por Cateter/métodos , Tecido Adiposo/diagnóstico por imagem , Estudos Retrospectivos , Pericárdio/diagnóstico por imagem , Idoso , Tomografia Computadorizada por Raios X , Átrios do Coração/diagnóstico por imagem , Átrios do Coração/fisiopatologia , Valor Preditivo dos Testes , Tecido Adiposo Epicárdico
15.
Cardiology ; : 1-8, 2024 Jul 25.
Artigo em Inglês | MEDLINE | ID: mdl-39053440

RESUMO

INTRODUCTION: Atrial fibrillation (AF) is a common arrhythmia, with radiofrequency catheter ablation (RFCA) being first-line therapy. However, the high rate of post-ablation recurrence necessitates the identification of predictors for recurrence risk. Left atrial low-voltage areas (LA-LVASs), reflecting atrial fibrosis, have been confirmed to be related to recurrence of AF. Recently, epicardial adipose tissue (EAT) has been studied due to its role in initiating and maintaining AF. In this study, we try to evaluate the significance of the combined use of left atrial epicardial adipose tissue (LA-EAT) and percentage of LA-LVAs (LA-LVAs%) for predicting the recurrence of AF. METHODS: A total of 387 patients with AF who had undergone RFCA for the first time were followed up for 1, 3, 6, and 12 months. They were divided into two groups: the recurrence group (n = 90) and the non-recurrence group (n = 297). Before the ablation, all patients underwent computed tomography angiography examination of the left atrium, and the LA-EAT was measured using medical software (Advantage Workstation 4.6, GE, USA). After circumferential pulmonary vein isolation, a three-dimensional mapping system was used to map the LA endocardium and evaluate the LA-LVAs in sinus rhythm. RESULTS: After a median follow-up of 10.2 months, 90 patients developed AF recurrence after RFCA. Compared to patients without recurrence, the volume of LA-EAT (33.45 ± 13.65 vs. 26.27 ± 11.38; p < 0.001) and the LA-LVAs% (1.60% [0%, 9.99%] vs. 0.00% [0%, 2.46%]; p < 0.001) was significantly higher. Multivariate analysis indicated that PersAF, LA-EAT volume, and LA-LVAs% were independent predictors. Compared to PersAF (AUC 0.628; specificity 0.646; sensitivity 0.609), LA-EAT volume (AUC 0.655; specificity 0.675; sensitivity 0.586), or LA-LVAs% (AUC 0.659; specificity 0.836; sensitivity 0.437), the combined use of LA-EAT volume and LA-LVAs% offers higher accuracy for predicting AF recurrence after ablation (AUC 0.738; specificity 0.761; sensitivity 0.621). CONCLUSION: The combined LA-EAT and LA-LVAs% can effectively predict the risk of AF recurrence after radiofrequency ablation.

16.
BMC Cardiovasc Disord ; 24(1): 46, 2024 Jan 13.
Artigo em Inglês | MEDLINE | ID: mdl-38218772

RESUMO

BACKGROUND: Sex disparities in the association between epicardial adipose tissue volume (EATV) and cardiovascular disease have been reported. The sex-dependent effects of EATV on left atrial (LA) size have not been elucidated. METHODS: Consecutive 247 subjects (median 65 [interquartile range 57, 75] years; 67% of men) who underwent multi-detector computed tomography without significant coronary artery disease or moderate to severe valvular disease were divided into two groups: patients with sinus rhythm (SR) or atrial fibrillation (AF). Sex differences in the association between the EATV index (EATVI) (mL/m2) and LA volume index (LAVI) in 63 SR (28 men and 35 women) and 184 AF (137 men and 47 women) patients were evaluated using univariate and multivariate regression analyses. RESULTS: In overall that includes both men and women, the relationship between EATVI and LAVI was not significantly correlated for patients with SR and AF. The relationship between EATVI and LAVI differed between men and women in both SR and AF groups. In SR patients, there was a positive relationship between EATVI and LAVI in men, but not in women. In contrast, in patients with AF, a negative relationship was found between EATVI and LAVI in women, whereas no association was found in men. CONCLUSIONS: We evaluated sex differences in the association between EATVI and LAVI in patients with either SR or AF, and found a positive relationship in men with SR and a negative relationship in women with AF. This is the first report to evaluate sex differences in the relationship between EATVI and LAVI, suggesting that EAT may play a role, at least in part, in sex differences in the etiology of AF.


Assuntos
Apêndice Atrial , Fibrilação Atrial , Humanos , Feminino , Masculino , Tecido Adiposo Epicárdico , Caracteres Sexuais , Átrios do Coração/diagnóstico por imagem , Fibrilação Atrial/diagnóstico por imagem , Fibrilação Atrial/etiologia , Tecido Adiposo/diagnóstico por imagem
17.
J Endocrinol Invest ; 47(8): 1995-2005, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38308163

RESUMO

PURPOSE: To assess coronary inflammation by measuring the volume and density of the epicardial adipose tissue (EAT), perivascular fat attenuation index (FAI) and coronary plaque burden in patients with Cushing's syndrome (CS) based on coronary computed tomography angiography (CCTA). METHODS: This study included 29 patients with CS and 58 matched patients without CS who underwent CCTA. The EAT volume, EAT density, FAI and coronary plaque burden were measured. The high-risk plaque (HRP) was also evaluated. CS duration from diagnosis, 24-h urinary free cortisol (UFC), and abdominal visceral adipose tissue volume (VAT) of CS patients were recorded. RESULTS: The CS group had higher EAT volume (146.9 [115.4, 184.2] vs. 119.6 [69.0, 147.1] mL, P = 0.006), lower EAT density (- 78.79 ± 5.89 vs. - 75.98 ± 6.03 HU, P = 0.042), lower FAI (- 84.0 ± 8.92 vs. - 79.40 ± 10.04 HU, P = 0.038), higher total plaque volume (88.81 [36.26, 522.5] vs. 44.45 [0, 198.16] mL, P = 0.010) and more HRP plaques (7.3% vs. 1.8%, P = 0.026) than the controls. The multivariate analysis suggested that CS itself (ß [95% CI], 29.233 [10.436, 48.03], P = 0.014), CS duration (ß [95% CI], 0.176 [0.185, 4.242], P = 0.033), and UFC (ß [95% CI], 0.197 [1.803, 19.719], P = 0.019) were strongly associated with EAT volume but not EAT density, and EAT volume (ß [95% CI] - 0.037[- 0.058, - 0.016], P = 0.001) not CS was strongly associated with EAT density. EAT volume, FAI and plaque burden increased (all P < 0.05) in 6 CS patients with follow-up CCTA. The EAT volume had a moderate correlation with abdominal VAT volume (r = 0.526, P = 0.008) in CS patients. CONCLUSIONS: Patients with CS have higher EAT volume and coronary plaque burden but less inflammation as detected by EAT density and FAI. The EAT density is associated with EAT volume but not CS itself.


Assuntos
Tecido Adiposo , Síndrome de Cushing , Pericárdio , Placa Aterosclerótica , Pontuação de Propensão , Humanos , Síndrome de Cushing/patologia , Feminino , Masculino , Pericárdio/patologia , Pericárdio/diagnóstico por imagem , Pessoa de Meia-Idade , Placa Aterosclerótica/diagnóstico por imagem , Placa Aterosclerótica/patologia , Tecido Adiposo/patologia , Tecido Adiposo/diagnóstico por imagem , Doença da Artéria Coronariana/patologia , Doença da Artéria Coronariana/diagnóstico por imagem , Angiografia por Tomografia Computadorizada , Adulto , Angiografia Coronária , Estudos de Casos e Controles , Seguimentos , Gordura Intra-Abdominal/diagnóstico por imagem , Gordura Intra-Abdominal/patologia , Prognóstico , Tecido Adiposo Epicárdico
18.
Heart Vessels ; 39(3): 232-239, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37813984

RESUMO

Epicardial adipose tissue (EAT) has been reported to promote myocardial fibrosis and to affect intracardiac conduction. The PR interval reflects the conduction from the atria to the Purkinje fibers and may be associated with the EAT volume, especially in persistent atrial fibrillation (AF) patients. We aimed to investigate the relationship between the EAT and PR interval in patients with persistent AF. We enrolled 268 persistent AF patients who underwent catheter ablation (CA) and divided the patients into two groups: the normal PR interval group (PR interval less than 200 ms: Group N) and long PR interval group (PR interval 200 ms or more: Group L). We then analyzed the association between the total EAT volume around the heart and PR interval and calculated the ratio of the duration of the P wave (PWD) to the PR interval (PWD/PR interval). Moreover, we investigated whether a long PR interval was associated with the outcomes after ablation. The total EAT volume was significantly larger in Group L than Group N (Group N: 131.4 ± 51.8 ml vs. Group L: 151.3 ± 63.3 ml, p = 0.039). A positive correlation was also observed between the PWD/PR interval and EAT volume in Group L (r = 0.345, p = 0.039). A multivariate analysis also revealed that a long PR interval was independently associated with AF recurrence after CA (hazard ratio [HR] 2.071, p = 0.032). The total EAT volume was associated with a long PR interval, and a long PR interval was a significant risk factor for recurrence after ablation in persistent AF patients.


Assuntos
Fibrilação Atrial , Ablação por Cateter , Humanos , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/cirurgia , Tecido Adiposo Epicárdico , Resultado do Tratamento , Tecido Adiposo/diagnóstico por imagem , Átrios do Coração , Ablação por Cateter/efeitos adversos , Recidiva
19.
Heart Vessels ; 39(8): 696-705, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38494555

RESUMO

Epicardial adipose tissue (EAT) induces inflammation in the atria and is associated with atrial fibrillation (AF). Several studies have examined the relationship between EAT volume (EAT-V) and density (EAT-D) and the presence of AF after catheter ablation. However, conclusions have been inconsistent. This study included 43 consecutive patients who underwent catheter ablation for AF and 30 control patients. EAT-V and EAT-D around the entire heart, entire atrium, left atrium (LA), and right atrium (RA) were measured in detail using reconstructed three-dimensional (3D) EAT images from dual-source computed tomography (CT). None of the measurements of EAT-V differed significantly between patients with AF and controls or between patients with recurrent AF and those without. On the other hand, all measurements of EAT-D were higher in patients with AF than in controls (entire atrium, p < 0.001; RA, p < 0.001; LA, p = 0.002). All EAT-D measurements were associated with the presence of AF. Among patients with AF who underwent ablation, all EAT-D measurements were higher in patients with recurrent AF than in those without. The difference was significant for EATRA-D (p = 0.032). All atrial EAT-D values predicted recurrent AF (EATRA-D: hazard ratio [HR], 1.208; 95% confidence interval [95% CI], 1.053-1.387; p = 0.007; EATLA-D: HR, 1.108; 95% CI 1.001-1.225; p = 0.047; EATatrial-D: HR, 1.174; 95% CI 1.040-1.325; p = 0.010). The most sensitive cutoffs for predicting recurrent AF were highly accurate for EATRA-D (area under the curve [AUC], 0.76; p < 0.01) and EATatrial-D (AUC = 0.75, p < 0.05), while the cutoff for EATLA-D had low accuracy (AUC, 0.65; p = 0.209). For predicting the presence of AF and recurrent AF after catheter ablation, 3D analysis of atrial EAT-D, rather than EAT-V, is useful.


Assuntos
Fibrilação Atrial , Ablação por Cateter , Tecido Adiposo Epicárdico , Imageamento Tridimensional , Pericárdio , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fibrilação Atrial/diagnóstico por imagem , Fibrilação Atrial/cirurgia , Ablação por Cateter/métodos , Tecido Adiposo Epicárdico/diagnóstico por imagem , Átrios do Coração/diagnóstico por imagem , Átrios do Coração/fisiopatologia , Pericárdio/diagnóstico por imagem , Valor Preditivo dos Testes , Recidiva , Estudos Retrospectivos , Tomografia Computadorizada por Raios X , Resultado do Tratamento
20.
Heart Vessels ; 39(7): 646-653, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38502318

RESUMO

Epicardial adipose tissue (EAT) have been shown to be associated with several heart disease, including coronary artery disease (CAD), atrial fibrillation (AF), and heart failure (HF). It is reported that the quality of EAT, represented by fat attenuation determined using computed tomography (CT) imaging, can detect the histologically-assessed remodeled EAT. We tested the hypothesis that quality of EAT would predict major adverse cerebral and cardiovascular events (MACCE) following transcatheter aortic valve implantation (TAVI) in patients with aortic stenosis (AS). A total of 125 consecutive severe AS patients who underwent TAVI were enrolled (39 male, mean 85.4 ± 4.0 years). Using CT imaging before TAVI, we measured the average CT fat attenuation of EAT (EAT attenuation) and investigated the association with MACCE. During the mean follow up period of 567 ± 371 days, 21 cases of MACCE were observed. Patients with MACCE had greater levels of EAT attenuation compared to those without (- 74 ± 3.7 Hounsfield Units (HU) vs - 77 ± 5.5 HU, p = 0.010). Based on the ROC curves, the high EAT attenuation was defined as > - 74.3 HU. According to this cut-off index, 44 patients were classified into the high EAT attenuation group (28 female, mean age 87 ± 3.6 years), whereas 81 patients were classified into the low EAT attenuation group (13 female, 85 ± 4.1 years). Kaplan-Meier survival curve demonstrated that the patients in the high EAT attenuation group showed greater prevalence of MACCE (log-rank 6.64, p = 0.010). Cox proportional hazards regression analysis revealed that EAT attenuation and Logistic EuroSCORE were independently associated with the incidence of MACCE. Our results suggest that quality of EAT, assessed by EAT attenuation detected by CT imaging, can predict the cerebral and cardiovascular events after TAVI in patients with AS.


Assuntos
Tecido Adiposo , Estenose da Valva Aórtica , Pericárdio , Substituição da Valva Aórtica Transcateter , Humanos , Masculino , Feminino , Substituição da Valva Aórtica Transcateter/efeitos adversos , Pericárdio/diagnóstico por imagem , Estenose da Valva Aórtica/cirurgia , Tecido Adiposo/diagnóstico por imagem , Idoso de 80 Anos ou mais , Fatores de Risco , Estudos Retrospectivos , Valva Aórtica/cirurgia , Valva Aórtica/diagnóstico por imagem , Medição de Risco/métodos , Idoso , Tomografia Computadorizada por Raios X , Índice de Gravidade de Doença , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/diagnóstico , Curva ROC , Japão/epidemiologia , Valor Preditivo dos Testes , Seguimentos , Resultado do Tratamento , Tomografia Computadorizada Multidetectores , Fatores de Tempo , Tecido Adiposo Epicárdico
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