carotid arteries

颈动脉
  • 文章类型: Journal Article
    背景:动脉粥样硬化,作为心血管疾病核心的主要病理机制,现在被广泛认为与DNA损伤和修复有关,有助于动脉粥样硬化斑块的形成。因此,参与DNA修复过程的分子可能在动脉粥样硬化的进展中起重要作用。我们的研究努力探索参与DNA修复的特定和相关分子的贡献(APE1,BRCA1,ERCC2,miR-221-3p,miR-145-5p,和miR-155-5p)对动脉粥样硬化斑块的发展及其相互作用。
    结果:使用实时聚合酶链反应(qRT-PCR)方法对50例诊断为冠心病和颈动脉疾病的患者的颈动脉粥样硬化斑块和非动脉粥样硬化内乳动脉进行基因表达研究。此外,包括50名健康对照用于测定8-羟基-2'-脱氧鸟苷(8-OHdG)。尽管在mRNA基因表达中没有观察到差异,我们注意到miR-155-5p基因表达减少(p=0.003)和miR-221-3p基因表达增加(p=0.015),而miR-145-5p基因表达保持不变(p=0.57)。关于血清8-OHdG水平,患者的水平(1111.82±28.64)明显高于对照组(636.23±24.23)(p<0.0001).
    结论:在我们的研究中证明了miR-155-5p和miR-221-3p在动脉粥样硬化中的作用,我们认为这些分子是冠状动脉疾病和颈动脉疾病的潜在生物标志物和治疗靶点。
    BACKGROUND: Atherosclerosis, serving as the primary pathological mechanism at the core of cardiovascular disease, is now widely acknowledged to be associated with DNA damage and repair, contributing to atherosclerotic plaque formation. Therefore, molecules involved in the DNA repair process may play an important role in the progression of atherosclerosis. Our research endeavors to explore the contributions of specific and interrelated molecules involved in DNA repair (APE1, BRCA1, ERCC2, miR-221-3p, miR-145-5p, and miR-155-5p) to the development of atherosclerotic plaque and their interactions with each other.
    RESULTS: Gene expression study was conducted using the real-time polymerase chain reaction (qRT-PCR) method on samples from carotid artery atherosclerotic plaques and nonatherosclerotic internal mammary arteries obtained from 50 patients diagnosed with coronary artery disease and carotid artery disease. Additionally, 50 healthy controls were included for the determination of 8-hydroxy-2\'-deoxyguanosine (8-OHdG). Although no difference was observed in mRNA gene expressions, we noted a decrease in miR-155-5p gene expression (p = 0.003) and an increase in miR-221-3p gene expression (p = 0.015) in plaque samples, while miR-145-5p gene expression remained unchanged (p = 0.57). Regarding serum 8-OHdG levels, patients exhibited significantly higher levels (1111.82 ± 28.64) compared to controls (636.23 ± 24.23) (p < 0.0001).
    CONCLUSIONS: In our study demonstrating the role of miR-155-5p and miR-221-3p in atherosclerosis, we propose that these molecules are potential biomarkers and therapeutic targets for coronary artery diseases and carotid artery disease.
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  • 文章类型: Journal Article
    (1)背景:动脉粥样硬化是世界范围内血管性死亡的主要原因。高尿磷酸盐最近被确定为心血管危险因素,但其作用尚未完全确立。这项研究的目的是探讨尿磷酸盐与颈动脉亚临床动脉粥样硬化之间的关系。方法:我们对1169名中年男性进行了横断面分析,年龄50.9岁(SD3.7),以前没有心血管疾病,属于阿拉贡工人健康研究(AWHS)。使用Fiske-Subbarow方法分析尿样中的尿磷酸盐。通过超声和计算机断层扫描的冠状动脉钙积分(CACS)评估颈动脉斑块和股动脉斑块的存在。人口统计,在每年的体检中收集人体测量和临床数据。使用Logistic回归模型来估计不同血管动脉中调整后的动脉粥样硬化的患病率;(3)结果:在颈动脉[OR95%CI0.69(0.49-0.99)]和冠状动脉(CACS>200)[OR95%CI0.46(0.23-0.88)]动脉中,尿磷酸盐与亚临床动脉粥样硬化之间观察到显着的负相关;但是,在尿磷酸盐与股骨动脉粥样斑块的存在之间没有统计学上的显着关联[OR1.02(0.72-1.45)];(4)结论:在中年男性中,与尿磷酸盐浓度较低的人群相比,尿磷酸盐浓度较高与亚临床颈动脉粥样硬化和冠状动脉粥样硬化患病率较低相关.
    (1) Background: Atherosclerosis is a leading cause of vascular death worldwide. High urinary phosphate has recently been identified as a cardiovascular risk factor, but its role has not been fully established. The aim of this study was to investigate the association between urinary phosphate and subclinical atherosclerosis in the carotid, femoral as well as coronary territories; (2) Methods: We performed a cross-sectional analysis of a sample of 1169 middle-aged men, aged 50.9 years (SD 3.7), without previous cardiovascular disease, belonging to the Aragon Workers Health Study (AWHS). Urinary phosphate was analyzed in urine samples using the Fiske-Subbarow method. The presence of carotid plaque and femoral plaque was assessed by ultrasound and coronary artery calcium score (CACS) by computed tomography. Demographic, anthropometric and clinical data were collected at annual medical examinations. Logistic regression models were used to estimate the prevalence of adjusted atherosclerosis in the different vascular arteries; (3) Results: A significant inverse association was observed between urinary phosphate and subclinical atherosclerosis in the carotid [OR 95% CI 0.69 (0.49-0.99)] and coronary (CACS > 200) [OR 95% CI 0.46 (0.23-0.88)] arteries; however, no statistically significant association was found between urinary phosphate and the presence of atheroma plaques in the femoral territory [OR 1.02 (0.72-1.45)]; (4) Conclusions: In middle-aged men, a higher urinary phosphate concentration is associated with a lower prevalence of subclinical carotid and coronary atherosclerosis compared with those with a lower urinary phosphate concentration.
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  • 文章类型: Journal Article
    背景:颈动脉内中膜厚度(IMT)和直径,刚度,和波反射,是心血管疾病的独立和重要的临床生物标志物和风险预测因子。本研究的目的是为健康的中国成年人建立全国范围的颈动脉特性参考值,并探索潜在的临床决定因素。
    方法:在2021年4月至2022年7月期间,共有3053名18-79岁的健康汉族成年人(1922名女性)在中国28个合作的三级中心注册。通过射频(RF)超声系统实现了颈总动脉壁的实时跟踪。IMT,直径,顺应性系数,β刚度,局部脉搏波速度(PWV),局部收缩压,增强压力(AP),然后自动测量和报告增强指数(AIX)。数据按年龄组和性别分层。通过Jonckheere-Terpstra检验和简单线性回归分析年龄与颈动脉性质参数之间的关系。颈动脉特性的主要临床决定因素通过皮尔逊相关性确定,多元线性回归,以及协方差分析。
    结果:颈动脉特性的所有参数均显示出与年龄相关的显着轨迹。女性显示出更薄的IMT,颈动脉直径较小,较大的AP,和AIX比男人。40岁前男性的β硬度和PWV明显高于女性,但在那之后,差异发生了逆转。男女颈动脉IMT(女性5.5μm/年,男性5.8μm/年)和直径(男女0.03mm/年)的增加率相似。对于刚度和波反射,女性与年龄相关的变异显著大于男性,回归斜率更陡(性别交互作用对年龄的所有P<0.05).血压,体重指数(BMI),根据年龄和性别的调整,甘油三酯水平被确定为颈动脉特性的主要临床决定因素。
    结论:建立了健康中国成年人通过RF超声测量的颈动脉特性的年龄和性别特定参考值。血压,BMI,和甘油三酯水平应考虑为临床应用提供相应的参考值。
    BACKGROUND: Carotid intima-media thickness (IMT) and diameter, stiffness, and wave reflections, are independent and important clinical biomarkers and risk predictors for cardiovascular diseases. The purpose of the present study was to establish nationwide reference values of carotid properties for healthy Chinese adults and to explore potential clinical determinants.
    METHODS: A total of 3053 healthy Han Chinese adults (1922 women) aged 18-79 years were enrolled at 28 collaborating tertiary centers throughout China between April 2021 and July 2022. The real-time tracking of common carotid artery walls was achieved by the radio frequency (RF) ultrasound system. The IMT, diameter, compliance coefficient, β stiffness, local pulse wave velocity (PWV), local systolic blood pressure, augmented pressure (AP), and augmentation index (AIx) were then automatically measured and reported. Data were stratified by age groups and sex. The relationships between age and carotid property parameters were analyzed by Jonckheere-Terpstra test and simple linear regressions. The major clinical determinants of carotid properties were identified by Pearson\'s correlation, multiple linear regression, and analyses of covariance.
    RESULTS: All the parameters of carotid properties demonstrated significantly age-related trajectories. Women showed thinner IMT, smaller carotid diameter, larger AP, and AIx than men. The β stiffness and PWV were significantly higher in men than women before forties, but the differences reversed after that. The increase rate of carotid IMT (5.5 μm/year in women and 5.8 μm/year in men) and diameter (0.03 mm/year in both men and women) were similar between men and women. For the stiffness and wave reflections, women showed significantly larger age-related variations than men as demonstrated by steeper regression slopes (all P for age by sex interaction <0.05). The blood pressures, body mass index (BMI), and triglyceride levels were identified as major clinical determinants of carotid properties with adjustment of age and sex.
    CONCLUSIONS: The age- and sex-specific reference values of carotid properties measured by RF ultrasound for healthy Chinese adults were established. The blood pressures, BMI, and triglyceride levels should be considered for clinical application of corresponding reference values.
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  • 文章类型: Clinical Study
    颈动脉-股动脉脉搏波速度(cfPWV)是无创动脉僵硬度评估的金标准,心血管疾病的独立预测因子,和指导治疗的潜在参数。然而,cfPWV在临床实践中没有常规测量,操作员友好,和独立的设备。当前的研究针对参考技术验证了基于新型激光多普勒振动测量(LDV)的cfPWV测量。
    在100名(50名男性)高血压患者中,使用压平眼压计(Sphygmocor)和新型LDV装置测量cfPWV。该装置具有2个手持件,每个手持件具有6个激光束,可同时测量颈动脉和股骨部位的皮肤表面的振动。使用ECG计算脉搏波速度以识别心动周期。还设计了一种独立于ECG的方法。使用WHO风险评分图计算40至75岁患者的心血管风险评分。
    基于LDV的cfPWV与眼压测量显着相关(r=0.86,P<0.0001ECG依赖性[cfPWVLDV_ECG]和r=0.80,P<0.001ECG非依赖性[cfPWVLDV_w/oECG]方法)。Bland-Altman分析显示方法之间无显著偏差(0.65m/s)和可接受的SD(1.27m/s)。LDV的观察者内部变异系数为4.7%(95%CI,3.0%-5.5%),观察者间的变异系数为5.87%。CfPWV与CVD风险显着相关(r=0.64,P<0.001;r=0.41,P=0.003;眼压法r=0.37,P=0.006,LDV-with,和LDV-无心电图,分别)。
    该研究证明了LDV装置的临床有效性。LDV提供了一个简单的,非侵入性,独立于操作员的测量cfPWV以评估动脉僵硬度的方法,与标准现有技术相当。
    URL:https://www。clinicaltrials.gov;唯一标识符:NCT03446430。
    UNASSIGNED: Carotid-femoral pulse wave velocity (cfPWV) is the gold standard for noninvasive arterial stiffness assessment, an independent predictor of cardiovascular disease, and a potential parameter to guide therapy. However, cfPWV is not routinely measured in clinical practice due to the unavailability of a low-cost, operator-friendly, and independent device. The current study validated a novel laser Doppler vibrometry (LDV)-based measurement of cfPWV against the reference technique.
    UNASSIGNED: In 100 (50 men) hypertensive patients, cfPWV was measured using applanation tonometry (Sphygmocor) and the novel LDV device. This device has 2 handpieces with 6 laser beams each that simultaneously measure vibrations from the skin surface at carotid and femoral sites. Pulse wave velocity is calculated using ECG for the identification of cardiac cycles. An ECG-independent method was also devised. Cardiovascular risk score was calculated for patients between 40 and 75 years old using the WHO risk scoring chart.
    UNASSIGNED: LDV-based cfPWV correlated significantly with tonometry (r=0.86, P<0.0001 ECG-dependent [cfPWVLDV_ECG] and r=0.80, P<0.001 ECG-independent [cfPWVLDV_w/oECG] methods). Bland-Altman analysis showed nonsignificant bias (0.65 m/s) and acceptable SD (1.27 m/s) between methods. Intraobserver coefficient of variance for LDV was 4.7% (95% CI, 3.0%-5.5%), and interobserver coefficient of variance was 5.87%. CfPWV correlated significantly with CVD risk (r=0.64, P<0.001; r=0.41, P=0.003; and r=0.37, P=0.006 for tonometry, LDV-with, and LDV-without ECG, respectively).
    UNASSIGNED: The study demonstrates clinical validity of the LDV device. The LDV provides a simple, noninvasive, operator-independent method to measure cfPWV for assessing arterial stiffness, comparable to the standard existing techniques.
    UNASSIGNED: URL: https://clinicaltrials.gov/study/NCT03446430; Unique identifier: NCT03446430.
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  • 文章类型: Journal Article
    观察到,低浓度的循环25-羟基维生素D与亚临床动脉粥样硬化和心血管疾病的风险增加有关。然而,随机对照试验尚未报道补充维生素D对动脉粥样硬化性心血管疾病(ASCVD)结局的有益作用.基因预测的维生素D状态是否赋予对颈动脉斑块发展的保护作用,亚临床动脉粥样硬化的有力预测因子,仍然未知。我们进行了两个样本孟德尔随机(MR)研究,以探讨遗传预测的维生素D状态和缺乏与颈动脉斑块发展风险的关系。我们利用了三个关于维生素D状态的全基因组关联研究(GWAS)和一个关于维生素D缺乏的GWAS。我们使用逆方差加权(IVW)方法作为我们的主要方法,和MR-Egger,加权中位数,和radialMR作为MR敏感性分析。我们还使用位于编码维生素D代谢的基因内的生物学上合理的遗传仪器进行了敏感性分析(GC,CYP2R1、DHCR7、CYP24A1)。我们没有发现基因预测的维生素D状态(赔率比(OR)=0.99,P=0.91)和缺乏(OR=1.00,P=0.97)与颈动脉斑块风险之间的显着关联。我们还探讨了维生素D状态对冠状动脉钙化(CAC)和颈动脉内膜中层厚度(cIMT)的潜在因果关系,亚临床动脉粥样硬化的另外两个标志物,我们没有发现任何显着相关性(βCAC=-0.14,P=0.23;βcIMT=0.005,P=0.19)。这些发现不支持维生素D状态和缺乏对亚临床动脉粥样硬化风险的因果影响。
    Low concentrations of circulating 25-hydroxy-vitamin D are observationally associated with an increased risk of subclinical atherosclerosis and cardiovascular disease. However, randomized controlled trials have not reported the beneficial effects of vitamin D supplementation on atherosclerotic cardiovascular disease (ASCVD) outcomes. Whether genetically predicted vitamin D status confers protection against the development of carotid artery plaque, a powerful predictor of subclinical atherosclerosis, remains unknown. We conducted a two-sample Mendelian randomization (MR) study to explore the association of genetically predicted vitamin D status and deficiency with the risk of developing carotid artery plaque. We leveraged three genome-wide association studies (GWAS) of vitamin D status and one GWAS of vitamin D deficiency. We used the inverse-variance weighted (IVW) approach as our main method, and MR-Egger, weighted-median, and radialMR as MR sensitivity analyses. We also conducted sensitivity analyses using biologically plausible genetic instruments located within genes encoding for vitamin D metabolism (GC, CYP2R1, DHCR7, CYP24A1). We did not find significant associations between genetically predicted vitamin D status (Odds ratio (OR) = 0.99, P = 0.91) and deficiency (OR = 1.00, P = 0.97) with the risk of carotid artery plaque. We additionally explored the potential causal effect of vitamin D status on coronary artery calcification (CAC) and carotid intima-media thickness (cIMT), two additional markers of subclinical atherosclerosis, and we did not find any significant association (βCAC = - 0.14, P = 0.23; βcIMT = 0.005, P = 0.19). These findings did not support the causal effects of vitamin D status and deficiency on the risk of developing subclinical atherosclerosis.
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  • 文章类型: Letter
    这项研究研究了不同的目标导向液体治疗类型如何影响机器人辅助腹腔镜妇科手术期间的低血压和液体输注。他们使用颈动脉校正流量时间(FTc)和潮气量刺激脉压变化(VtPPV)检查患者的容量状态和反应性。研究结果表明,各种液体治疗目标显着影响术中低血压和液体需求。然而,该研究仅采用单侧颈动脉超声评估,可能忽略左右颈动脉之间血流的生理或病理变化。这种方法选择引起了人们的关注,因为指南建议进行双边测量以进行更全面的评估。缺乏双边评估可能会影响研究的可靠性和可重复性。证明单侧测量方法的合理性对于验证临床发现至关重要。未来的研究应采用双侧颈动脉超声评估或为单侧测量提供详细的基本原理,以增强临床评估的鲁棒性和准确性。
    This study examined how different goal-directed fluid therapy types affected low blood pressure and fluid infusion during robot-assisted laparoscopic gynecological surgery. They used carotid corrected flow time (FTc) and tidal volume stimulation pulse pressure variation (VtPPV) to check the patient\'s volume status and responsiveness. The findings indicated that various fluid therapy targets significantly influence intraoperative hypotension and fluid requirements. However, the study exclusively employed unilateral carotid ultrasound assessments, potentially overlooking physiological or pathological variations in blood flow between the left and right carotid arteries. This methodological choice raises concerns as guidelines recommend bilateral measurements for a more comprehensive evaluation. The lack of bilateral assessments could affect the study\'s reliability and reproducibility. Justifying the unilateral measurement approach is essential for validating clinical findings. Future research should adopt bilateral carotid ultrasound assessments or provide a detailed rationale for unilateral measurements to enhance the robustness and accuracy of clinical evaluations.
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  • 文章类型: Journal Article
    背景:使用非对比心脏计算机断层扫描进行的冠状动脉钙检测是一项指南指示的检测,以帮助提高阿司匹林在一级预防中的资格。然而,获得心脏计算机断层扫描仍然有限,颈动脉超声在国际上使用得更频繁。我们试图更新阿司匹林分配在一级预防中作为亚临床颈动脉粥样硬化的功能的作用。
    结果:该研究包括来自MESA(多种族动脉粥样硬化研究)和ARIC(社区动脉粥样硬化风险)研究的11379名参与者。协调颈动脉斑块评分(范围,0-6)是使用左侧和右侧常见斑块的解剖部位数量得出的,分叉,和颈内动脉超声检查.通过将动脉粥样硬化性心血管疾病(ASCVD)事件的相对风险降低12%和与使用阿司匹林相关的大出血事件的相对风险增加42%,计算治疗所需的5年数量和伤害所需的数量作为颈动脉斑块评分的函数。分别。平均年龄是57岁,57%是女性,23%是黑人,中位10年ASCVD风险为12.8%.ASCVD的5年发病率(每1000人年)为5.5(4.9-6.2),大出血事件为1.8(1.5-2.2)。使用阿司匹林治疗所需的5年总人数为306人,但与没有颈动脉斑块的人相比,颈动脉斑块的患者减少了2倍(212对448)。当ASCVD风险为5%至20%的个体的颈动脉斑块评分≥2时,治疗所需的5年数量少于伤害所需的5年数量。而任何颈动脉斑块的存在都表明ASCVD风险>20%的个体具有有利的风险-获益.
    结论:对亚临床颈动脉粥样硬化的量化有助于改善阿司匹林治疗的分配。
    BACKGROUND: Coronary artery calcium testing using noncontrast cardiac computed tomography is a guideline-indicated test to help refine eligibility for aspirin in primary prevention. However, access to cardiac computed tomography remains limited, with carotid ultrasound used much more often internationally. We sought to update the role of aspirin allocation in primary prevention as a function of subclinical carotid atherosclerosis.
    RESULTS: The study included 11 379 participants from the MESA (Multi-Ethnic Study of Atherosclerosis) and ARIC (Atherosclerosis Risk in Communities) studies. A harmonized carotid plaque score (range, 0-6) was derived using the number of anatomic sites with plaque from the left and right common, bifurcation, and internal carotid artery on ultrasound. The 5-year number needed to treat and number needed to harm as a function of the carotid plaque score were calculated by applying a 12% relative risk reduction in atherosclerotic cardiovascular disease (ASCVD) events and 42% relative increase in major bleeding events related to aspirin use, respectively. The mean age was 57 years, 57% were women, 23% were Black, and the median 10-year ASCVD risk was 12.8%. The 5-year incidence rates (per 1000 person-years) were 5.5 (4.9-6.2) for ASCVD and 1.8 (1.5-2.2) for major bleeding events. The overall 5-year number needed to treat with aspirin was 306 but was 2-fold lower for individuals with carotid plaque versus those without carotid plaque (212 versus 448). The 5-year number needed to treat was less than the 5-year number needed to harm when the carotid plaque score was ≥2 for individuals with ASCVD risk 5% to 20%, whereas the presence of any carotid plaque demarcated a favorable risk-benefit for individuals with ASCVD risk >20%.
    CONCLUSIONS: Quantification of subclinical carotid atherosclerosis can help improve the allocation of aspirin therapy.
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  • 文章类型: Journal Article
    目的:颈动脉分叉(CB)的垂直水平通常显示在甲状软骨的上缘。很少有研究观察到CB的垂直地形。旨在研究CB的垂直位置,即椎骨和颈椎前路标志。
    方法:记录了147张CT血管造影照片,记录了椎体和颈椎前路标志的CB垂直水平。CB与前标志有关的地形图分为七种类型:(1)在甲状软骨的上缘;(2)舌骨和甲状软骨之间;(3)在舌骨水平;(4)在舌骨和下颌骨之间;(5)性腺下或性腺上CB;(6)下颈椎水平;(7)胸内。
    结果:CB最常见的位置是C3(27.21%),C3/C4(26.19%)和C4(25.51%)。CB的双边对称性在51.7%中发现,除了C2和C5/C6。找不到类型7,类型3发生在39.12%,类型2占24.49%,类型1占13.95%,类型4占13.61%,类型5占6.12%,类型6占2.72%(294个CBs)。前路型双侧对称性占59.86%。性别与CB的左右类型和椎骨水平之间存在统计学上的显着相关性。
    结论:CB的垂直形貌是高度可变的,并且具有与性别相关的特异性。这个细节应该包括在解剖学的教学中。外科医生和干预人员应根据具体情况更好地记录颈动脉解剖结构。
    OBJECTIVE: The vertical level of carotid bifurcation (CB) is commonly indicated at the superior margin of the thyroid cartilage. Few studies observed the CB vertical topography. It was aimed at studying the vertical location of the CB as referred to vertebral and anterior cervical landmarks.
    METHODS: An archived lot of 147 computed tomography angiograms was documented for the vertical level of CB referred to vertebral and anterior cervical landmarks. The topography of the CB in relation to anterior landmarks was classified into seven types: (1) at the superior margin of the thyroid cartilage; (2) between the hyoid and the thyroid cartilage; (3) at the hyoid level; (4) between the hyoid and mandible; (5) subgonial or supragonial CB; (6) lower cervical level; (7) intrathoracic.
    RESULTS: The most common locations of CB were at C3 (27.21%), C3/C4 (26.19%) and C4 (25.51%). Bilateral symmetry of CB was found in 51.7%, except for C2 and C5/C6. Type 7 was not found, type 3 occurred in 39.12%, type 2 in 24.49%, type 1 in 13.95%, type 4 in 13.61%, type 5 in 6.12%, and type 6 in 2.72% (294 CBs). Bilateral symmetry of anterior types was found in 59.86%. Statistically significant correlations were found between sex and both left and right types and vertebral levels of CB.
    CONCLUSIONS: The vertical topography of the CB is highly variable and has sex-related specificity. This detail should be included in the teaching of anatomy. Surgeons and interventionists should better document the carotid anatomy on a case-by-case basis.
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  • 文章类型: Journal Article
    背景与目的:颈动脉狭窄是缺血性脑卒中的重要原因,治疗方案包括颈动脉内膜切除术(CEA)和颈动脉支架置入术(CAS)可降低缺血性卒中风险.关于它们的疗效和影响并发症的因素存在争议,了解动脉粥样硬化斑块特征与CAS术后支架再狭窄的关系至关重要。方法:我们进行了一项回顾性研究,涉及221例因症状或无症状颈动脉狭窄而接受CAS的患者。在CAS之前使用对比增强超声(CEUS)对斑块形态进行综合评估。患者人口统计学,包括吸烟状况和糖尿病,也被记录下来。支架再狭窄诊断采用各种影像学模式,包括超声波,血管造影,数字减影血管造影(DSA)。结果:使用CEUS进行的斑块分析显示,斑块分级与再狭窄发生率之间存在显着关联(p<0.001),特别是0级(11.1%)和2级斑块(66.7%)。吸烟与斑块血管化和再狭窄显著相关(p<0.001),而糖尿病对斑块特征或再狭窄风险无显著影响(p>0.05)。再狭窄的平均持续时间为17.67个月。支架是最常见的再狭窄治疗方式(70.6%)。然而,再狭窄类型与斑块形态无显著关系(p=0.268)。此外,虽然斑块形态与再狭窄类型之间没有明确的关系,我们的研究结果强调了斑块特征在预测CAS后结局方面的重要性.结论:本研究强调了CEUS在预测CAS后支架再狭窄中的应用。颈动脉支架置入术后12-24个月内支架再狭窄与斑块血管化程度升高之间存在显著关联。此外,可能决定斑块血管化程度的主要因素之一是吸烟。需要进一步的研究来阐明该患者人群的潜在机制并完善风险分层。
    Background and objective: carotid artery stenosis contributes significantly to ischemic strokes, with management options including carotid endarterectomy (CEA) and carotid artery stenting (CAS) ischemic stroke risk can be reduced. Controversies persist regarding their efficacy and factors influencing complications, and understanding the relationship between atherosclerotic plaque characteristics and stent restenosis after CAS is crucial. Methods: we conducted a retrospective study involving 221 patients who underwent CAS for symptomatic or asymptomatic carotid artery stenosis. Comprehensive assessments of plaque morphology were performed using contrast-enhanced ultrasound (CEUS) before CAS. Patient demographics, including smoking status and diabetes, were also recorded. Stent restenosis was diagnosed using various imaging modalities, including ultrasound, angiography, and digital subtraction angiography (DSA). Results: plaque analysis using CEUS revealed a significant association between plaque grade and restenosis incidence (p < 0.001), particularly with grade 0 (11.1%) and grade 2 plaques (66.7%). Smoking was notably associated with plaque vascularization and restenosis (p < 0.001), while diabetes did not significantly impact plaque characteristics or restenosis risk (p > 0.05). The mean duration of restenosis was 17.67 months. Stenting was the most frequent treatment modality for restenosis (70.6%). However, no significant relationship was found between restenosis type and plaque morphology (p = 0.268). Furthermore, while no clear relationship was observed between plaque morphology and the type of restenosis, our findings underscored the importance of plaque characterization in predicting post-CAS outcomes. Conclusions: this study highlights the utility of CEUS in predicting stent restenosis following CAS. There was a significant association between stent restenosis within 12-24 months after the carotid stenting procedure and an elevated grade of plaque vascularization. Moreover, one of the main factors possibly determining the grade of plaque vascularization was smoking. Further research is warranted to elucidate the underlying mechanisms and refine risk stratification in this patient population.
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  • 文章类型: Journal Article
    目的:开发并验证一种深度学习(DL)算法,用于在计算机断层扫描血管造影(CTA)图像上自动检测和分类颈动脉斑块(CAPs)。
    方法:本回顾性研究共纳入400例患者(中心Ⅰ300例,Ⅱ100例)。三个放射科医生共同标记了CAPs,以及他们修正的钙化状态(非钙化,混合,和钙化)被视为地面实况。中心Ⅰ患者被随机分为训练和内部验证数据集,而中心Ⅱ患者作为外部验证数据集。使用改良的3D-UNet网络分割颈动脉区域,然后在两步DL系统中使用基于ResUNet的体系结构进行CAPs检测和分类。使用精度-召回曲线在验证数据集上评估DL模型的检测和分类性能,自由响应接收机工作特性(fROC)曲线,科恩的卡帕,和ROC曲线分析。
    结果:在内部验证中,DL模型在3.0假阳性(FPs)/CTA扫描中的灵敏度为83.4%,在外部验证中的灵敏度为78.9%。在最佳阈值时,F1得分分别为0.764和0.769,和fROC曲线下面积分别为0.756和0.738,表明CAP检测具有良好的总体准确性。DL模型对CAPs的三元分类也表现出良好的性能,科恩的卡帕在两个验证数据集中分别达到0.728和0.703。
    结论:这项研究证明了使用基于DL的全自动算法对CAPs进行检测和三元分类的可行性,这可能有助于放射科医生的工作量。
    OBJECTIVE: To develop and validate a deep learning (DL) algorithm for the automated detection and classification of carotid artery plaques (CAPs) on computed tomography angiography (CTA) images.
    METHODS: This retrospective study enrolled 400 patients (300 in the Center Ⅰ and 100 in Ⅱ). Three radiologists co-labeled CAPs, and their revised calcification status (noncalcified, mixed, and calcified) was regarded as ground truth. Center Ⅰ patients were randomly divided into training and internal validation datasets, while Center Ⅱ patients served as the external validation dataset. Carotid artery regions were segmented using a modified 3D-UNet network, followed by CAPs detection and classification using a ResUNet-based architecture in a two-step DL system. The DL model\'s detection and classification performance were evaluated on the validation dataset using precision-recall curve, free-response receiver operating characteristic (fROC) curve, Cohen\'s kappa, and ROC curve analysis.
    RESULTS: The DL model had achieved 83.4% sensitivity at 3.0 false positives (FPs)/CTA scan in internal validation and 78.9% in external validation. F1-scores were 0.764 and 0.769 at the optimal threshold, and area under fROC curves were 0.756 and 0.738, respectively, indicating good overall accuracy for CAP detection. The DL model also showed good performance for the ternary classification of CAPs, with Cohen\'s kappa achieved 0.728 and 0.703 in both validation datasets.
    CONCLUSIONS: This study demonstrated the feasibility of using a fully automated DL-based algorithm for the detection and ternary classification of CAPs, which could be helpful for the workloads of radiologists.
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