epicardial adipose tissue

心外膜脂肪组织
  • 文章类型: Journal Article
    心外膜脂肪组织(EAT)与冠状动脉疾病(CAD)的发病机制和进展有关。关于年轻人EAT与动脉粥样硬化之间相互作用的数据有限。我们的研究旨在探讨年轻队列中EAT与CAD之间的关系。
    所有年轻(18-45岁)无冠心病患者,纳入2016年至2022年的冠状动脉CT血管造影(CCTA)转诊.EAT体积和冠状动脉钙(CAC)由专用非造影扫描计算。冠状动脉斑块的存在,范围,和体积从CCTA定量。CAD存在的多变量逻辑回归模型,定义为任何冠状动脉粥样硬化,被执行了。
    总的来说,712名患者(39±4.8岁,54%的女性)和45%的西班牙裔,包括21%的非西班牙裔黑人。CAD患者的EAT量高于非CAD患者(80.80mL±36.00vs55.16mL±27.92;P<0.001)。在CAC=0的患者中,与较低的EAT体积相比,较高的EAT与CAD的存在相关(P<0.001)。EAT体积>76mL与较高的CAC相关(P<0.001),节段受累评分(P<0.001),和定量总量,非钙化,和低衰减斑块体积(P<0.002)。在多变量分析中,进食量(每10mL,OR:1.21;95CI:1.12-1.30;P<0.0001)与CAD的存在独立相关。
    在没有CAD病史并接受临床指示的CCTA的年轻成年人中,EAT体积与CAD的存在独立相关。我们的发现强调了EAT潜力作为CAD风险评估的新标记和年轻患者的潜在治疗目标。
    UNASSIGNED: Epicardial adipose tissue (EAT) is implicated in the pathogenesis and progression of coronary artery disease (CAD). Limited data exists on the interplay between EAT and atherosclerosis in young individuals. Our study aims to explore the relationship between EAT and CAD in a young cohort.
    UNASSIGNED: All young (18-45 years) patients without prior CAD, referred for coronary computed tomography angiography (CCTA) from 2016 to 2022 were included. EAT volume and coronary artery calcium (CAC) were calculated from dedicated non-contrast scans. Coronary plaque presence, extent, and volume were quantified from CCTA. Multivariable logistic regression models for the presence of CAD, defined as any coronary atherosclerosis, were performed.
    UNASSIGNED: Overall, 712 patients (39±4.8 years, 54 % female) with 45 % Hispanic, and 21 % non-Hispanic Black were included. Patients with CAD had higher EAT volume than those without (80.80 mL ± 36.00 vs 55.16 mL ± 27.92; P < 0.001). In those with CAC=0, higher EAT was associated with the presence of CAD compared to lower EAT volume (P < 0.001). An EAT volume >76 mL was associated with higher CAC (P < 0.001), segment involvement score (P < 0.001), and quantitative total, non-calcified, and low-attenuation plaque volumes (P < 0.002). At multivariable analysis, EAT volume (per 10 mL, OR: 1.21; 95 %CI: 1.12-1.30; P < 0.0001) was independently associated with the presence of CAD.
    UNASSIGNED: In a diverse cohort of young adults without history of CAD and undergoing a clinically indicated CCTA, EAT volume was independently associated with the presence of CAD. Our findings highlight EAT potential as a novel marker for CAD risk-assessment and a potential therapeutic target in young patients.
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  • 文章类型: Journal Article
    背景:类风湿性关节炎(RA)是一种主要影响关节的慢性炎性疾病。RA与高心血管死亡率和发病率相关。心脏代谢风险的新标志之一是心外膜脂肪厚度,对RA患者的EFT及其与超声心动图参数的相关性的研究可能为这些患者的潜在心脏受累和总体心血管风险提供有价值的见解.
    方法:本研究是一项横断面研究,其中对照组于2024年进行。研究人群包括66例RA患者和66例健康参与者。超声心动图参数,实验室数据,包括血脂和炎症标志物,是从医疗记录中获得的。
    结果:RA和健康参与者的超声心动图参数比较显示,RA患者的E参数和EFT具有统计学意义。(RA患者的EFT为5.22±2.6,与健康参与者(5.22±2.06)相比具有统计学意义(p值:<.001))。此外,EFT与RF相关,反CCP,ESR,还有收缩压.
    结论:据我们所知,我们的研究是伊朗首个针对RA患者的EFT研究,这表明RA患者的EFT较高。高EFT与更多的心血管事件相关,是RA患者动脉粥样硬化的早期体征和独立预测因子。这大大强调了RA患者心血管评估的重要性。
    BACKGROUND: Rheumatoid arthritis (RA) is a chronic inflammatory disease that primarily affects the joints. RA is associated with high cardiovascular mortality and morbidity. One of the new markers of cardiometabolic risk is epicardial fat thickness, the study of EFT in patients with RA and its association with echocardiographic parameters may provide valuable insight into the potential cardiac involvement and overall cardiovascular risk in these patients.
    METHODS: The present study is a cross-sectional study with a comparison group conducted in 2024. The study population included 66 RA patients and 66 healthy participants. Echocardiographic parameters, laboratory data including lipid profile and inflammatory markers, were obtained from the medical record.
    RESULTS: Comparison of echocardiographic parameters between RA and healthy participants showed that E parameter and EFT were statistically significant in RA patients. (EFT was 5.22 ± 2.6 in RA patients which in comparison with healthy participant (5.22 ± 2.06) was statistically significant (p-value: <.001)). Also, EFT was correlated with RF, Anti-CCP, ESR, and systolic blood pressure.
    CONCLUSIONS: To the best of our knowledge, ours is the first EFT study on RA patients in Iran, which shows a higher EFT in RA patients. High EFT is correlated with more cardiovascular events and is an early sign and independent predictor of atherosclerosis in RA patients, which greatly underlines the importance of cardiovascular assessment in RA patients.
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  • 文章类型: Journal Article
    背景:局部心外膜脂肪组织(EAT)巨噬细胞与心房颤动(AF)之间的关系尚不清楚。目的探讨KCa3.1在快速起搏过程中巨噬细胞从EAT向相邻心房组织迁移中的作用。
    方法:第一部分:将18只小猎犬随机分为假手术组,起搏组,起搏+氯膦酸盐脂质体(CL)组。第二部分:18只小猎犬随机分为假手术组,起搏组,和起搏+TRAM-34组。将HL-1细胞与RAW264.7细胞共培养,探讨巨噬细胞的特异性迁移机制。
    结果:消耗EAT巨噬细胞可显着减少相邻心房中的巨噬细胞浸润,并在具有快速心房起搏的犬科动物中诱导AF。TRAM-34显著抑制快速心房起搏犬的巨噬细胞从EAT向相邻心房的迁移和电重构。与对照HL-1细胞相比,在起搏HL-1细胞中CCL2的分泌和迁移巨噬细胞的数量显著增加,这可以被TRAM-34逆转。进一步的体外实验表明,KCa3.1通过p65/STAT3信号通路调节CCL2的分泌。
    结论:抑制心肌KCa3.1减少了快速心房起搏引起的EAT巨噬细胞向相邻心房肌的迁移,从而降低对AF的脆弱性。KCa3.1调控CCL2的机制可能与p65/STAT3信号通路有关。
    BACKGROUND: The relationship between local epicardial adipose tissue (EAT) macrophages and atrial fibrillation (AF) remains unclear. The purpose of this study was to investigate the role of KCa3.1 in the migration of macrophages from EAT to adjacent atrial tissue during rapid pacing.
    METHODS: Part 1: Eighteen beagles were randomly divided into the sham group, pacing group, and pacing + clodronate liposome (CL) group. Part 2: Eighteen beagles were randomly divided into the sham group, pacing group, and pacing + TRAM-34 group. HL-1 cells and RAW264.7 cells were cocultured to explore the specific migratory mechanism of macrophages.
    RESULTS: Depleting EAT macrophages significantly reduced macrophage infiltration in the adjacent atrium and the induction of AF in canines with rapid atrial pacing. TRAM-34 significantly inhibited the migration of macrophages from EAT to the adjacent atrium and electrical remodeling in canines with rapid atrial pacing. Compared with those of the control HL-1 cells, the secretion of CCL2 and the number of migrating macrophages in pacing HL-1 cells were significantly increased, which could be reversed by TRAM-34. Further in vitro experiments showed that KCa3.1 regulated CCL2 secretion through the p65/STAT3 signaling pathway.
    CONCLUSIONS: Inhibiting myocardial KCa3.1 reduced the migration of EAT macrophages to adjacent atrial muscles caused by rapid atrial pacing, thereby decreasing vulnerability to AF. The mechanism by which KCa3.1 regulates CCL2 may be related to the p65/STAT3 signaling pathway.
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  • 文章类型: Journal Article
    辅助化疗引起的心脏毒性(CTX)是影响乳腺癌(BC)患者预后和生活质量的重要因素。在这项研究中,我们旨在研究接受蒽环类药物辅助化疗方案(AC-T)和蒽环类药物联合曲妥珠单抗辅助化疗方案(AC-TH)的BC患者治疗前后心外膜脂肪组织(EAT)的变化.此外,我们评估了两组患者的EAT变化是否存在差异.我们的目的是检查蒽环类和曲妥珠单抗对EAT的影响,并确定EAT变化对CTX的潜在作用。
    我们回顾了接受AC-T和AC-TH辅助化疗方案治疗的女性BC患者,所有患者均接受基线(T0)和随访(T1)胸部计算机断层扫描(CT)和超声心动图检查.一群健康的女性,年龄匹配,做了两次胸部CT.使用半自动软件在胸部CT上定量EAT。CTX定义为左心室射血分数(LVEF)从基线下降>10%,绝对值<53%。
    本研究共纳入41例BC患者,AC-T组23例,AC-TH组18例。此外,22例健康女性作为正常组。BC患者均未在化疗后发生CTX。正常组与AC-T组(p=0.341)或AC-TH组(p=0.853)之间的年龄没有显着差异。同样,化疗前后,正常组的体重指数(BMI)与AC-T组(p=0.377,0.346)和AC-TH组(p=0.148,0.119)相当。AC-T组的EAT体积指数(mL/kg/m2)均显着较高(5.11±1.85vs.4.34±1.55,p<0.001)和AC-TH组(4.53±1.61vs.与T0相比,T1时3.48±1.62,p<0.001)。此外,AC-T组(-72.95±5.01vs.-71.22±3.91,p=0.005)和AC-TH组(-72.55±5.27vs.-68.20±5.98,p<0.001)与T0相比,T1时的EAT放射密度(HU)显着降低。然而,正常组无显著差异。在T0时,EAT体积指数没有差异(4.34±1.55与3.48±1.62,p=0.090)和放射性密度(-71.22±3.91vs.-68.20±5.98,p=0.059)在AC-T和AC-TH组之间。同样,在T1时,EAT体积指数(-5.11±1.85vs.4.53±1.61,p=0.308)和放射性密度(-72.95±5.00vs.-72.54±5.27,p=0.802)。
    接受AC-T和AC-TH辅助化疗方案的BC患者显示EAT体积指数显著上升,随着化疗后放射性密度的大幅降低。这些发现表明,EAT的改变可能有助于识别由化学治疗剂引起的心脏并发症,并提醒临床医生关注BC患者辅助化疗后EAT的变化,以防止CTX的实际发生。
    UNASSIGNED: Cardiotoxicity (CTX) induced by adjuvant chemotherapy is a significant factor that impacts the prognosis and quality of life in breast cancer (BC) patients. In this study, we aimed to investigate the changes in epicardial adipose tissue (EAT) before and after treatment in BC patients who received anthracyclines adjuvant chemotherapy protocol (AC-T) and anthracyclines combined with trastuzumabadjuvant chemotherapy protocol (AC-TH). Additionally, we assessed whether there were any differences in the changes in EAT between the two groups of patients. Our objective was to examine the effects of anthracyclines and trastuzumab on EAT and determine the potential role of EAT changes on CTX.
    UNASSIGNED: We reviewed female BC patients who were treated with adjuvant chemotherapy protocols of AC-T and AC-TH, all of whom underwent baseline (T0) and follow-up (T1) chest computed tomography (CT) and echocardiography. A cohort of healthy women, matched in age, underwent two chest CTs. EAT was quantified on chest CT using semi-automated software. CTX was defined as a > 10% reduction in left ventricular ejection fraction (LVEF) from baseline, with an absolute value of < 53%.
    UNASSIGNED: A total of 41 BC patients were included in the study, with 23 patients in the AC-T group and 18 patients in the AC-TH group. Additionally, 22 healthy females were included as the normal group. None of the BC patients developed CTX after chemotherapy. The age did not differ significantly between the normal group and the AC-T group (p = 0.341) or the AC-TH group (p = 0.853). Similarly, the body mass index (BMI) of the normal group was comparable to that of the AC-T group (p = 0.377, 0.346) and the AC-TH group (p = 0.148, 0.119) before and after chemotherapy. The EAT volume index (mL/kg/ m 2 ) was significantly higher in both the AC-T group (5.11 ± 1.85 vs. 4.34 ± 1.55, p < 0.001) and the AC-TH group (4.53 ± 1.61 vs. 3.48 ± 1.62, p < 0.001) at T1 compared with T0. In addition, both the AC-T group (-72.95 ± 5.01 vs. -71.22 ± 3.91, p = 0.005) and the AC-TH group (-72.55 ± 5.27 vs. -68.20 ± 5.98, p < 0.001) exhibited a significant decrease in EAT radiodensity (HU) at T1 compared to T0. However, there was no significant difference observed in the normal group. At T0, no difference was seen in EAT volume index (4.34 ± 1.55 vs. 3.48 ± 1.62, p = 0.090) and radiodensity (-71.22 ± 3.91 vs. -68.20 ± 5.98, p = 0.059) between the AC-T and AC-TH groups. Similarly, at T1, there was still no significant difference observed in the EAT volume index (-5.11 ± 1.85 vs. 4.53 ± 1.61, p = 0.308) and radiodensity (-72.95 ± 5.00 vs. -72.54 ± 5.27, p = 0.802) between the two groups.
    UNASSIGNED: BC patients who underwent AC-T and AC-TH adjuvant chemotherapy protocols demonstrated a significant rise in the volume index of EAT, along with a substantial reduction in its radiodensity post-chemotherapy. These findings indicate that alterations in EAT could potentially aid in identifying cardiac complications caused by chemotherapeutic agents and remind clinicians to focus on changes in EAT after adjuvant chemotherapy in BC patients to prevent the practical occurrence of CTX.
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  • 文章类型: Journal Article
    先兆子痫(PE)会增加许多不良母婴结局的风险。本研究旨在探讨心外膜脂肪组织(EAT)厚度与PE和出生体重的相关性。
    这是一项单中心回顾性研究,选择221例PE患者,并选择81例无高血压和蛋白尿的女性作为对照。在11-13孕周的首次产前检查中进行了超声心动图检查,并测量了EAT的厚度。在随后的后续行动中,记录出生体重。
    EAT厚度显着升高(6.60±1.34vs.5.71±1.79mm,与轻度PE相比,重度PE中的p<0.001)。在多变量分析中,食入厚度(OR5.671,95%CI,1.991-16.150,p=0.001),和C反应蛋白(OR4.097,95%CI,2.323-7.224,p<0.001)在校正其他危险因素后被发现是严重PE的显著独立预测因子。线性回归分析显示hs-CRP,EAT厚度,重度PE对出生体重有显著负面影响。
    EAT厚度可用于识别具有严重PE风险和低出生体重的孕妇。它是重度PE的独立危险因素,但不是轻度PE的有价值标志。
    UNASSIGNED: Preeclampsia (PE) increases the risk of many adverse maternal and fetal outcomes. This study was to investigate the correlation between epicardial adipose tissue (EAT) thickness and PE and birth weight.
    UNASSIGNED: This was a single-center retrospective study, 221 patients with PE were selected, and 81 women without hypertension and proteinuria were selected as a comparison. Echocardiogram was performed in their first prenatal examinations at 11-13 gestational weeks, and the thickness of EAT was measured. At the subsequent follow-up, the birth weight was recorded.
    UNASSIGNED: EAT thickness was significantly elevated (6.60 ± 1.34 vs. 5.71 ± 1.79 mm, p < 0.001) in severe PE compared to mild PE. In the multivariate analysis, EAT thickness (OR 5.671, 95% CI, 1.991-16.150, p = 0.001), and C reactive protein (OR 4.097, 95% CI, 2.323-7.224, p < 0.001) were found as significant independent predictors of severe PE after adjusting for other risk factors. Linear regression analysis showed that hs-CRP, EAT thickness, and severe PE significantly negatively affected birth weight.
    UNASSIGNED: EAT thickness can be used to identify pregnant women with severe PE risks and low birth weight. It is an independent risk factor for severe PE but is not a valuable sign of mild PE.
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  • 文章类型: Journal Article
    库欣综合征(CS)与心力衰竭的风险增加有关,通常最初表现为左心室舒张功能障碍(LVDD)。在这项研究中,我们旨在通过纳入身体成分参数来探索CS中LVDD的潜在危险因素。
    对诊断为不小于18岁的内源性CS的患者进行了回顾性研究。对照组由与CS患者性别相匹配的健康个体组成,年龄,BMI。应用LIFEx软件(7.3版)在非对比胸部CT上测量心外膜脂肪组织体积(EATV),以及第一腰椎水平的腹部脂肪组织和骨骼肌质量。超声心动图用于评估左心室(LV)舒张功能。检查了与早期LVDD有关的身体成分和临床数据。
    共纳入86例CS患者和86例健康对照。与对照组相比,CS患者的EATV明显更高(150.33cm3[125.67,189.41]vs90.55cm3[66.80,119.84],p<0.001)。与健康的患者相比,CS患者的内脏脂肪明显增加,但骨骼肌减少。根据E/A比评估的LV舒张功能,CS患者的LVDD患病率更高(p<0.001)。EATV是CS患者LVDD的独立危险因素(OR=1.015,95CI1.003~1.026,p=0.011)。如果CS患者的EATV切点设置为139.252cm3,LVDD诊断的敏感性和特异性分别为84.00%和55.60%,分别。
    CS与EAT和内脏脂肪的显著积累有关,减少骨骼肌质量,LVDD患病率增加。EATV是LVDD的独立危险因素,提示EAT在CSLVDD发展中的潜在作用。
    本研究通过纳入身体成分参数,探索内源性CS中LVDD的潜在危险因素。EATV被确定为LVDD的独立危险因素。减少皮质醇诱导的过度EAT积累的针对性治疗干预措施可能有望减轻CS患者LVDD发展的风险。
    UNASSIGNED: Cushing\'s syndrome (CS) is associated with increased risk for heart failure, which often initially manifests as left ventricular diastolic dysfunction (LVDD). In this study, we aimed to explore the potential risk factors of LVDD in CS by incorporating body composition parameters.
    UNASSIGNED: A retrospective study was conducted on patients diagnosed with endogenous CS no less than 18 years old. The control group consisted of healthy individuals who were matched to CS patients in terms of gender, age, and BMI. LIFEx software (version 7.3) was applied to measure epicardial adipose tissue volume (EATV) on non-contrast chest CT, as well as abdominal adipose tissue and skeletal muscle mass at the first lumbar vertebral level. Echocardiography was used to evaluate left ventricular (LV) diastolic function. Body compositions and clinical data were examined in relation to early LVDD.
    UNASSIGNED: A total of 86 CS patients and 86 healthy controls were enrolled. EATV was significantly higher in CS patients compared to control subjects (150.33 cm3 [125.67, 189.41] vs 90.55 cm3 [66.80, 119.84], p < 0.001). CS patients had noticeably increased visceral fat but decreased skeletal muscle in comparison to their healthy counterparts. Higher prevalence of LVDD was found in CS patients based on LV diastolic function evaluated by E/A ratio (p < 0.001). EATV was proved to be an independent risk factor for LVDD in CS patients (OR = 1.015, 95%CI 1.003-1.026, p = 0.011). If the cut-point of EATV was set as 139.252 cm3 in CS patients, the diagnostic sensitivity and specificity of LVDD were 84.00% and 55.60%, respectively.
    UNASSIGNED: CS was associated with marked accumulation of EAT and visceral fat, reduced skeletal muscle mass, and increased prevalence of LVDD. EATV was an independent risk factor for LVDD, suggesting the potential role of EAT in the development of LVDD in CS.
    This study explored the potential risk factors of LVDD in endogenous CS by incorporating body composition parameters. EATV was identified as an independent risk factor for LVDD. Targeted therapeutic interventions to reduce excessive cortisol-induced EAT accumulation may be promising to mitigate the risk of LVDD development in patients with CS.
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  • 文章类型: Journal Article
    背景:射血分数改善的心力衰竭(HF)(EF,HFimpEF)是一种独特的HF亚型,以左心室(LV)逆转重构和心肌功能恢复为特征。该过程涉及多种心脏代谢因子。心外膜脂肪组织(EAT),作为一个内分泌和旁分泌器官,有助于HF的发作和进展。然而,EAT与HFimpEF发病率之间的关系尚不清楚。
    方法:共203例EF降低的住院HF患者(HFrEF,在2011年11月至2022年12月期间连续纳入LVEF≤40%),在住院期间接受了冠状动脉CT血管造影(CCTA)。进行常规随访和重复超声心动图检查。HFimpEF的发生率定义为(1)绝对LVEF改善≥10%和(2)第二次LVEF>40%(至少间隔3个月)。在非增强的CCTA扫描系列上半自动定量EAT体积和密度。
    结果:在中位8.6(4.9〜13.3)个月的随访中,104例(51.2%)患者出现HFimpEF。与HFrEF患者相比,HFimpEF患者的EAT体积较低(115.36[IQR87.08〜154.78]mL与169.67[IQR137.22~218.89]毫升,P<0.001)和更高的EAT密度(-74.92±6.84HUvs.-78.76±6.28HU,P<0.001)。多因素分析显示,较低的EAT量(OR:0.885[95CI0.822〜0.947])和较高的密度(OR:1.845[95CI1.023〜3.437])均与HFimpEF的发生率独立相关。亚组分析显示,EAT特性与HFimpEF之间的关联未被HF病因改变。
    结论:这项研究表明,较低的EAT体积和较高的EAT密度与HFimpEF的发展有关。旨在减少EAT量并提高其质量的治疗方法可能会对HF患者的心肌恢复产生有利影响。
    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.
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  • 文章类型: Journal Article
    心外膜脂肪组织,外泌体,miRNAs在动脉粥样硬化中具有重要的活性。本研究的目的是建立冠状动脉粥样硬化患者心外膜脂肪组织来源的外泌体的miRNA表达谱。
    从有和没有冠状动脉疾病的患者获得心外膜脂肪组织的活检(CAD,n=12和NCAD,n=12)在选择性心脏直视手术中。将组织与DMEM-F12孵育24小时。外泌体被分离,然后纳米粒子跟踪分析,透射电子显微镜,进行免疫印迹以确认外泌体的存在。对外来体中的总RNA进行高通量测序以鉴定差异表达的miRNA。进行微小RNA靶基因预测,通过基因本体论(GO)分析目标基因,京都基因和基因组百科全书(KEGG),和mirPath来标识函数。进行逆转录定量PCR以确认差异表达的miRNA。
    鉴定了53个独特的miRNA(调整后p<0.05,变化倍数>2),在冠心病患者中,32个miRNAs上调,21个miRNAs下调.逆转录定量PCR验证了7种miRNA的结果,包括miR-141-3p,miR-183-5p,miR-200a-5p,miR-205-5p,miR-429,miR-382-5p和miR-485-3p,最后两个被下调。通过mirPath的GO和KEGG分析表明,这些差异表达的miRNA在细胞存活中富集,凋亡,扩散,和差异化。
    冠状动脉疾病患者与没有冠状动脉疾病的患者相比,表现出不同的心外膜脂肪组织外泌体miRNA表达。该结果为进一步研究动脉粥样硬化的机制提供了线索。
    UNASSIGNED: Epicardial adipose tissue, exosomes, and miRNAs have important activities in atherosclerosis. The purpose of this study was to establish miRNA expression profiles of epicardial adipose tissue-derived exosomes in patients with coronary atherosclerosis.
    UNASSIGNED: Biopsies of epicardial adipose tissue were obtained from patients with and without coronary artery disease (CAD, n = 12 and NCAD, n = 12) during elective open-heart surgeries. Tissue was incubated with DMEM-F12 for 24 hours. Exosomes were isolated, then nanoparticle tracking analysis, transmission electron microscopy, and immunoblotting were performed to confirm the existence of exosomes. Total RNA in exosomes was subjected to high-throughput sequencing to identify differentially expressed miRNAs. MicroRNA target gene prediction was performed, and target genes were analyzed by Gene Ontology (GO), the Kyoto Encyclopedia of Genes and Genomes (KEGG), and mirPath to identify function. Reverse transcription quantitative PCR was performed to confirm the differentially expressed miRNAs.
    UNASSIGNED: Fifty-three unique miRNAs were identified (adjusted p < 0.05, fold of change > 2), among which 32 miRNAs were upregulated and 21 miRNAs were downregulated in coronary artery disease patients. Reverse transcription quantitative PCR validated the results for seven miRNAs including miR-141-3p, miR-183-5p, miR-200a-5p, miR-205-5p, miR-429, miR-382-5p and miR-485-3p, with the last two downregulated. GO and KEGG analysis by mirPath indicated that these differentially expressed miRNAs were enriched in cell survival, apoptosis, proliferation, and differentiation.
    UNASSIGNED: Coronary artery disease patients showed differential epicardial adipose tissue exosomal miRNA expression compared with patients without coronary artery disease. The results provide clues for further studies of mechanisms of atherosclerosis.
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  • 文章类型: Journal Article
    心外膜脂肪组织(EAT)厚度是消融后室性早搏复发的独立预测因子。然而,目前尚不清楚EAT容量是否与消融术后特发性室性心动过速(IVT)复发相关.本研究旨在探讨IVT患者射频消融术后EAT体积与IVT复发之间的关系。
    这项回顾性研究包括69例IVT患者,这些患者在2017年至2021年之间进行了首次导管消融,在消融前接受了计算机断层扫描检查。评估EAT体积对消融后IVT复发的预测价值。
    在随访期间(中位数:540天;范围:253-929天),26.1%(18/69)的患者出现IVT复发。预测IVT复发的EAT体积的分界点为160.30mL,受试者工作特征曲线的曲线下面积(AUC)为0.751(95%置信区间(CI):0.615-0.887)。Kaplan-Meier分析显示EAT体积较大的患者有较高的IVT累积复发率。多变量分析还显示,EAT体积(每10mL增加;风险比(HR):1.16,95%CI:1.03-1.32,p=0.018)与IVT复发独立相关。此外,心外膜部位IVT患者的EAT体积明显大于非心外膜来源的IVT患者.
    较大的EAT体积可能与导管消融术后IVT复发有关。EAT体积可能有助于进行IVT消融的患者的风险分层。
    UNASSIGNED: Epicardial adipose tissue (EAT) thickness is an independent predictor for the recurrence of premature ventricular beats after ablation. However, it is unclear whether EAT volume is associated with the recurrence of idiopathic ventricular tachycardia (IVT) following ablation. This study sought to investigate the association between EAT volume and IVT recurrence following radiofrequency ablation for IVT patients.
    UNASSIGNED: This retrospective study included 69 IVT patients undergoing computed tomography examination before ablation who underwent their first catheter ablation between 2017 and 2021. The predictive value of EAT volume for IVT recurrence following ablation was assessed.
    UNASSIGNED: During the follow-up period (median: 540 days; range: 253-929 days), 26.1% (18/69) of the patients experienced IVT recurrence. The cut-off point of EAT volume for predicting IVT recurrence was 160.30 mL, and the area under the curve (AUC) was 0.751 (95% confidence interval (CI): 0.615-0.887) by the receiver operating characteristic curve. Kaplan-Meier analysis showed that patients with larger EAT volumes had higher cumulative rates of IVT recurrence. Multivariable analysis also revealed that EAT volume (per 10 mL increase; hazard ratio (HR): 1.16, 95% CI: 1.03-1.32, p = 0.018) was independently associated with IVT recurrence. Furthermore, patients with an epicardial site of IVT had a significantly larger EAT volume than IVT patients with non-epicardial origins.
    UNASSIGNED: A larger EAT volume may be associated with IVT recurrence after catheter ablation. EAT volume may be helpful for risk stratification in patients undergoing IVT ablation.
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  • 文章类型: Journal Article
    最近的研究表明,心外膜脂肪组织(EAT)是独立的房颤(AF)预后标志物,对心肌功能有影响。在计算机断层扫描(CT)中,EAT体积(EATv)和密度(EATd)是经常用于量化EAT的参数。虽然已发现EATv升高与消融治疗后房颤的患病率和复发相关。较高的EATd与由于脂质成熟停滞引起的炎症以及斑块存在和斑块进展的高风险相关。量化任务的自动化减少了不同观察者在手动量化中引入的读数的可变性,并导致研究的高可重复性和耗时较少的分析。我们的目标是使用深度学习(DL)框架开发EATv和EATd的全自动量化。
    我们提出了一个框架,该框架由图像分类和分割DL模型组成,并执行从为患者采集的所有CT图像中选择EAT图像的任务,以及从上一个任务的输出图像中分割EAT的任务。使用分割掩模估计EATv和EATd以限定感兴趣区域。对于我们的实验,300名患者的数据集被分为两个子集,每个由150名患者组成:数据集1(41,979个CT切片),用于训练DL模型,和Dataset2(36,428CT切片)用于评估EATv和EATd的定量。
    分类模型的精度达到了98%,召回和F1得分,分割模型在平均值(±std。)和中值骰子相似系数得分分别为0.844(±0.19)和0.84。使用评估集(数据集2),我们的方法导致标签和预测的EATV之间的皮尔逊相关系数为0.971(R2=0.943),标签与预测EATd的相关系数为0.972(R2=0.945)。
    我们提出了一个框架,该框架为准确的EAT细分提供了快速而强大的策略,和体积(EATv)和衰减(EATd)量化任务。该框架将对临床医生和其他从业人员有用,用于在患者水平上进行可重复的EAT量化或用于大型队列和高通量项目。
    UNASSIGNED: Recent studies have shown that epicardial adipose tissue (EAT) is an independent atrial fibrillation (AF) prognostic marker and has influence on the myocardial function. In computed tomography (CT), EAT volume (EATv) and density (EATd) are parameters that are often used to quantify EAT. While increased EATv has been found to correlate with the prevalence and the recurrence of AF after ablation therapy, higher EATd correlates with inflammation due to arrest of lipid maturation and with high risk of plaque presence and plaque progression. Automation of the quantification task diminishes the variability in readings introduced by different observers in manual quantification and results in high reproducibility of studies and less time-consuming analysis. Our objective is to develop a fully automated quantification of EATv and EATd using a deep learning (DL) framework.
    UNASSIGNED: We proposed a framework that consists of image classification and segmentation DL models and performs the task of selecting images with EAT from all the CT images acquired for a patient, and the task of segmenting the EAT from the output images of the preceding task. EATv and EATd are estimated using the segmentation masks to define the region of interest. For our experiments, a 300-patient dataset was divided into two subsets, each consisting of 150 patients: Dataset 1 (41,979 CT slices) for training the DL models, and Dataset 2 (36,428 CT slices) for evaluating the quantification of EATv and EATd.
    UNASSIGNED: The classification model achieved accuracies of 98% for precision, recall and F 1 scores, and the segmentation model achieved accuracies in terms of mean ( ± std.) and median dice similarity coefficient scores of 0.844 ( ± 0.19) and 0.84, respectively. Using the evaluation set (Dataset 2), our approach resulted in a Pearson correlation coefficient of 0.971 ( R 2 = 0.943) between the label and predicted EATv, and the correlation coefficient of 0.972 ( R 2 = 0.945) between the label and predicted EATd.
    UNASSIGNED: We proposed a framework that provides a fast and robust strategy for accurate EAT segmentation, and volume (EATv) and attenuation (EATd) quantification tasks. The framework will be useful to clinicians and other practitioners for carrying out reproducible EAT quantification at patient level or for large cohorts and high-throughput projects.
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