4D-flow MRI

4D 流 MRI
  • 文章类型: Journal Article
    背景:正确理解胸主动脉瘤(TAA)的起源和进展有助于防止其生长和破裂。为了更好地理解这种发病机制,主动脉血流必须进行详细的研究和解释.我们可以使用基于磁共振成像(MRI)的计算流体动力学(CFD)以及主动脉壁的规定运动来获得详细的主动脉血流信息。
    方法:我们对健康对照和TAA患者进行了两种不同类型的模拟-静态(刚性壁)和动态(移动壁)。对于后者,我们开发了一种新颖的变形方法,该方法基于不同时刻的分段4D流MRI几何结构的径向基函数(RBF)插值。此外,我们已经在入口处应用了重建的4D流MRI速度剖面,并采用了自动配准协议。
    结果:模拟的基于RBF的主动脉运动与原始4D流MRI几何结构非常匹配。壁运动在升主动脉中占主导地位,伴随着血流模式的最高变化。所得数据表明动态和静态模拟之间存在显着差异,患者的时间平均壁切应力的相对差异为7.47±14.18%,振荡剪切指数的相对差异为15.97±43.32%(对于整个领域)。
    结论:结论:基于RBF的变形方法在捕获主动脉的复杂运动学方面被证明是数值准确和计算有效的,通过4D-flowMRI验证。我们建议将这种方法用于广泛人群研究中基于MRI的CFD模拟。执行这些将使人们更好地了解TAA的发生和发展。
    BACKGROUND: Properly understanding the origin and progression of the thoracic aortic aneurysm (TAA) can help prevent its growth and rupture. For a better understanding of this pathogenesis, the aortic blood flow has to be studied and interpreted in great detail. We can obtain detailed aortic blood flow information using magnetic resonance imaging (MRI) based computational fluid dynamics (CFD) with a prescribed motion of the aortic wall.
    METHODS: We performed two different types of simulations-static (rigid wall) and dynamic (moving wall) for healthy control and a patient with a TAA. For the latter, we have developed a novel morphing approach based on the radial basis function (RBF) interpolation of the segmented 4D-flow MRI geometries at different time instants. Additionally, we have applied reconstructed 4D-flow MRI velocity profiles at the inlet with an automatic registration protocol.
    RESULTS: The simulated RBF-based movement of the aorta matched well with the original 4D-flow MRI geometries. The wall movement was most dominant in the ascending aorta, accompanied by the highest variation of the blood flow patterns. The resulting data indicated significant differences between the dynamic and static simulations, with a relative difference for the patient of 7.47±14.18% in time-averaged wall shear stress and 15.97±43.32% in the oscillatory shear index (for the whole domain).
    CONCLUSIONS: In conclusion, the RBF-based morphing approach proved to be numerically accurate and computationally efficient in capturing complex kinematics of the aorta, as validated by 4D-flow MRI. We recommend this approach for future use in MRI-based CFD simulations in broad population studies. Performing these would bring a better understanding of the onset and growth of TAA.
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  • 文章类型: Journal Article
    4D-flowMRI是评估血管血液动力学的有前途的技术。然而,它的利用目前受到缺乏参考价值的限制,特别是肺血管。在这项工作中,我们已经分析了肺动脉干(PT)的流量和速度,左肺动脉和右肺动脉(LPA和RPA,分别)通过软件MEVISFlow在休息和压力下的长白猪中。对9头健康的长白猪进行了严格的闭胸仪器检查,并将其运送到CMR设施进行评估。在休息测量之后,与休息相比,给予多巴酚丁胺使心率增加25%.两个独立的观察者通过MEVISFlow分析了4D流MRI图像。使用组内相关系数量化观察者间和观察者内的再现性。观察到所有肺血管的静息和压力之间的流量和速度存在显着差异。PT平均流量增加55%,75%的LPA和40%的RPA。平均峰值速度在PT中增加了55%,75%的LPA和66%的RPA。在所有三个动脉的流量测量中,在休息和应力方面观察到良好到出色的可重复性。在静止和应力下的PT中发现了速度的极好的再现性,一个好的LPA和RPA在休息,而在压力下发现重现性差。当前的研究表明,通过4D-flowMRI评估的肺流量和速度遵循心动周期和多巴酚丁胺引起的压力后的生理变化。需要研究在压力条件下使用4D-flowMRI评估肺部疾病的临床翻译。
    4D-flow MRI is a promising technique for assessing vessel hemodynamics. However, its utilization is currently limited by the lack of reference values, particularly for pulmonary vessels. In this work, we have analysed flow and velocity in the pulmonary trunk (PT), left and right pulmonary arteries (LPA and RPA, respectively) in Landrace pigs at both rest and stress through the software MEVISFlow. Nine healthy Landrace pigs were acutely instrumented closed-chest and transported to the CMR facility for evaluation. After rest measurements, dobutamine was administered to achieve a 25% increase in heart rate compared to rest. 4D-flow MRI images have been analysed through MEVISFlow by two independent observers. Inter- and intra-observer reproducibility was quantified using intraclass correlation coefficient. A significant difference between rest and stress regarding flow and velocity in all the pulmonary vessels was observed. Mean flow increased 55% in PT, 75% in LPA and 40% in RPA. Mean peak velocity increased 55% in PT, 75% in LPA and 66% in RPA. A good-to-excellent reproducibility was observed in rest and stress for flow measurements in all three arteries. An excellent reproducibility for velocity was found in PT at rest and stress, a good one for LPA and RPA at rest, while poor reproducibility was found at stress. The current study showed that pulmonary flow and velocity assessed through 4D-flow MRI follow the physiological alterations during cardiac cycle and after stress induced by dobutamine. A clinical translation to assess pulmonary diseases with 4D-flow MRI under stress conditions needs investigation.
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  • 文章类型: Journal Article
    神经血管4D-FlowMRI能够进行脑血流动力学的非侵入性评估,包括脑血流量(CBF)的测量,血管搏动指数(PI),和脑脉搏波传导速度(PWV)。4D-Flow测量与各种神经血管疾病有关,包括小血管疾病和阿尔茨海默病;然而,变异性的生理和技术来源还没有很好地确定。这里,我们使用4D-Flow对认知无损害的老年人(N=750)和对年轻成年人(N=10)的前瞻性研究进行了回顾性研究,分析了脑血流动力学昼夜生理和技术变异性的来源.年轻的参与者在上午7点接受了重复的MRI检查,下午4点,和晚上10点。在老年人群中,当天早些时候进行MRI检查与较高的CBF和较低的PI显著相关.在前瞻性实验中,一天中的时间显着解释了CBF和PI的变异性;然而,不在PWV中。测试-重测实验显示出高CBF会话内重复性(重复性系数(RPC)=7.2%),与较低的昼夜重复性(RPC=40%)相比。PI和PWV显示相似的会话内和昼夜变化(PI会话内RPC=22%,RPC=24%上午7点与下午4点;PWV会话内RPC=17%,RPC=21%7amvs4pm)。总的来说,CBF措施显示低技术变异性,支持昼夜变异性来自生理学。PI和PWV显示出更高的技术变异性,但日变异性较小。
    Neurovascular 4D-Flow MRI enables non-invasive evaluation of cerebral hemodynamics including measures of cerebral blood flow (CBF), vessel pulsatility index (PI), and cerebral pulse wave velocity (PWV). 4D-Flow measures have been linked to various neurovascular disorders including small vessel disease and Alzheimer\'s disease; however, physiological and technical sources of variability are not well established. Here, we characterized sources of diurnal physiological and technical variability in cerebral hemodynamics using 4D-Flow in a retrospective study of cognitively unimpaired older adults (N = 750) and a prospective study of younger adults (N = 10). Younger participants underwent repeated MRI sessions at 7am, 4 pm, and 10 pm. In the older cohort, having an MRI earlier on the day was significantly associated with higher CBF and lower PI. In prospective experiments, time of day significantly explained variability in CBF and PI; however, not in PWV. Test-retest experiments showed high CBF intra-session repeatability (repeatability coefficient (RPC) =7.2%), compared to lower diurnal repeatability (RPC = 40%). PI and PWV displayed similar intra-session and diurnal variability (PI intra-session RPC = 22%, RPC = 24% 7am vs 4 pm; PWV intra-session RPC = 17%, RPC = 21% 7am vs 4 pm). Overall, CBF measures showed low technical variability, supporting diurnal variability is from physiology. PI and PWV showed higher technical variability but less diurnal variability.
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  • 文章类型: Journal Article
    暂无摘要。
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  • 文章类型: Journal Article
    B型主动脉夹层是一种心血管疾病,在降主动脉的内膜层中出现撕裂,允许加压血液分层血管壁的各层。在医学管理的患者中,假腔(FL)的长期动脉瘤扩张被认为是不可避免的,并且与较差的疾病结局相关.虽然尚未了解驱动FL扩张的病理生理机制,血液动力学因素被认为起着关键作用。计算流体动力学(CFD)和4D流MRI(4DMR)分析揭示了流动螺旋度之间的相关性,振荡壁切应力和FL的动脉瘤扩张。在这项研究中,我们使用特定于患者的CFD模拟进行比较,三维,从4DMR数据中提取的三分量入口速度曲线(4DIVP)与具有流速匹配的均匀和轴向速度曲线的模拟相比,在没有4DMR的情况下仍然广泛使用。我们还通过将4DIVP缩放到先前研究中检测到的成像误差程度来评估4DMR数据中测量误差的影响。我们观察到振荡剪切和螺旋度对整个FL的入口速度分布和流量高度敏感,并得出结论,IVP的选择可能会极大地影响模拟的未来临床价值。
    Type-B aortic dissection is a cardiovascular disease in which a tear develops in the intimal layer of the descending aorta, allowing pressurized blood to delaminate the layers of the vessel wall. In medically managed patients, long-term aneurysmal dilatation of the false lumen (FL) is considered virtually inevitable and is associated with poorer disease outcomes. While the pathophysiological mechanisms driving FL dilatation are not yet understood, haemodynamic factors are believed to play a key role. Computational fluid dynamics (CFD) and 4D-flow MRI (4DMR) analyses have revealed correlations between flow helicity, oscillatory wall shear stress and aneurysmal dilatation of the FL. In this study, we compare CFD simulations using a patient-specific, three-dimensional, three-component inlet velocity profile (4D IVP) extracted from 4DMR data against simulations with flow rate-matched uniform and axial velocity profiles that remain widely used in the absence of 4DMR. We also evaluate the influence of measurement errors in 4DMR data by scaling the 4D IVP to the degree of imaging error detected in prior studies. We observe that oscillatory shear and helicity are highly sensitive to inlet velocity distribution and flow volume throughout the FL and conclude that the choice of IVP may greatly affect the future clinical value of simulations.
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  • 文章类型: Journal Article
    本文提出了一种从4D流MRI数据跟踪对象的新方法。所提出的方法的显着特征是它充分利用了该成像模态提供的信息的几何和动态性质。基本思想在于将跟踪问题表述为数据同化问题,从4D-flowMRI数据系列中提取位置和速度观测值。然后通过卡尔曼滤波以顺序方式执行最佳状态估计。在涉及合成和临床数据的数值研究中广泛评估了该方法的能力。
    This paper presents a novel approach to track objects from 4D-flow MRI data. A salient feature of the proposed method is that it fully exploits the geometrical and dynamical nature of the information provided by this imaging modality. The underlying idea consists in formulating the tracking problem as a data assimilation problem, in which both position and velocity observations are extracted from the 4D-flow MRI data series. Optimal state estimation is then performed in a sequential fashion via Kalman filtering. The capabilities of the method are extensively assessed in a numerical study involving synthetic and clinical data.
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  • 文章类型: Journal Article
    二叶主动脉瓣(BAV),影响1%的普通人口,主动脉瓣瓣尖异常融合的结果。BAV可导致主动脉扩张,主动脉缩窄,主动脉瓣狭窄(AS)的发展,和主动脉瓣反流.对于患有BAV和二叶性主动脉病的患者,通常建议进行手术干预。本文旨在研究4D流成像作为心脏磁共振成像工具,用于评估BAV和AS中异常血流及其临床应用。我们提出了一种历史临床方法,总结了主动脉瓣疾病中血流异常的证据。我们强调了异常血流模式如何有助于主动脉扩张的发展,以及可用于更好地了解疾病进展的新型基于血流的生物标志物。
    Bicuspid aortic valve (BAV), which affects 1% of the general population, results from the abnormal fusion of the cusps of the aortic valve. BAV can lead to the dilatation of the aorta, aortic coarctation, development of aortic stenosis (AS), and aortic regurgitation. Surgical intervention is usually recommended for patients with BAV and bicuspid aortopathy. This review aims to examine 4D-flow imaging as a tool in cardiac magnetic resonance imaging for assessing abnormal blood flow and its clinical application in BAV and AS. We present a historical clinical approach summarizing evidence of abnormal blood flow in aortic valve disease. We highlight how abnormal flow patterns can contribute to the development of aortic dilatation and novel flow-based biomarkers that can be used for a better understanding of the disease progression.
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  • 文章类型: Journal Article
    迫切需要建立新的生物标志物来预测胸主动脉瘤(TAA)扩张的进展。除了血液动力学,氧(O2)和一氧化氮(NO)在TAA发病机制中的作用具有潜在的意义。因此,必须了解动脉瘤的存在与管腔和主动脉壁的物种分布之间的关系。鉴于现有成像方法的局限性,我们建议使用针对患者的计算流体力学(CFD)来探索这种关系.我们对两种情况进行了腔和主动脉壁中O2和NO质量传递的CFD模拟:健康对照(HC)和TAA患者,两者均使用4D流磁共振成像(MRI)获得。O2的传质是基于血红蛋白的主动转运,而壁剪应力(WSS)的局部变化驱动NO产生。比较血液动力学特性,TAA的时间平均WSS相当低,而振荡剪切指数和内皮细胞活化电位显著升高。O2和NO在管腔内显示出不均匀分布,并且两种物质之间呈负相关。由于管腔侧传质限制,我们确定了两种情况下低氧区域的几个位置。在墙上,NO在空间上变化,明确区分TAA和HC。总之,主动脉中NO的血流动力学和传质具有作为TAA诊断生物标志物的潜力.此外,缺氧可能为其他主动脉病变的发生提供更多的见解。
    There is a pressing need to establish novel biomarkers to predict the progression of thoracic aortic aneurysm (TAA) dilatation. Aside from hemodynamics, the roles of oxygen (O2) and nitric oxide (NO) in TAA pathogenesis are potentially significant. As such, it is imperative to comprehend the relationship between aneurysm presence and species distribution in both the lumen and aortic wall. Given the limitations of existing imaging methods, we propose the use of patient-specific computational fluid dynamics (CFD) to explore this relationship. We have performed CFD simulations of O2 and NO mass transfer in the lumen and aortic wall for two cases: a healthy control (HC) and a patient with TAA, both acquired using 4D-flow magnetic resonance imaging (MRI). The mass transfer of O2 was based on active transport by hemoglobin, while the local variations of the wall shear stress (WSS) drove NO production. Comparing hemodynamic properties, the time-averaged WSS was considerably lower for TAA, while the oscillatory shear index and endothelial cell activation potential were notably elevated. O2 and NO showed a non-uniform distribution within the lumen and an inverse correlation between the two species. We identified several locations of hypoxic regions for both cases due to lumen-side mass transfer limitations. In the wall, NO varied spatially, with a clear distinction between TAA and HC. In conclusion, the hemodynamics and mass transfer of NO in the aorta exhibit the potential to serve as a diagnostic biomarker for TAA. Furthermore, hypoxia may provide additional insights into the onset of other aortic pathologies.
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  • 文章类型: Case Reports
    已经证明主动脉扩张速率受主动脉血流动力学改变的影响,如归一化流量位移(FDN)和壁面剪应力(WSS)。然而,衰老对主动脉血流动力学的影响尚未被描述.
    4D-FlowMRI衍生的主动脉血流动力学在升主动脉瘤患者(平均值±标准偏差:46±1mm)和健康志愿者(主动脉直径30±1mm)的升主动脉中进行了10年和8年的长期随访,分别。在所有时间点,与健康的志愿者相比,患者表现出更高的FDN幅度(7%±1%vs.3%±1%)和WSS角度(36°±3°与24°±6°),和较低的WSS幅度(565±100mPavs.910±115mPa),轴向WSS(426±71mPavs.800±108mPa)和周向WSS(297±64mPavs.340±85mPa)。患者和健康志愿者表现出不同的主动脉扩张率(回归斜率±标准误差:0.2±0.1vs.每年0.1±0.2毫米)和FDN趋势(0.1%±0.1%与每年0.1%±0.2%),WSS大小(22±9vs.每年35±13mPa),轴向WSS(19±4vs.每年37±7mPa),周向WSS(9±8vs.每年5±15mPa),和WSS角度(-0.5°±0.4°与每年-0.8°±1.0°)。
    主动脉血流动力学参数在本组病例中受老化和主动脉直径的轻微影响。由于主动脉血流动力学参数与先前研究的主动脉扩张相关,这两个受试者的结果表明,当个体处于衰老和扩张状态时,主动脉扩张率将保持不变。
    UNASSIGNED: It has been demonstrated that the rate of aortic dilatation is influenced by alteration of aortic hemodynamics, such as normalized flow displacement (FDN) and wall shear stress (WSS). However, the effects of ageing on aortic hemodynamics have not yet been described.
    UNASSIGNED: 4D-Flow MRI derived aorta hemodynamics were derived in the ascending aorta of a patient with ascending aortic aneurysm (mean ± standard deviation: 46 ± 1 mm) and a healthy volunteer (aortic diameter 30 ± 1 mm) with long-term follow-up of ten and eight years, respectively. At all timepoints, compared to the healthy volunteer, the patient demonstrated higher magnitudes of FDN (7% ± 1% vs. 3% ± 1%) and WSS angle (36° ± 3° vs. 24° ± 6°), and lower WSS magnitude (565 ± 100 mPa vs. 910 ± 115 mPa), axial WSS (426 ± 71 mPa vs. 800 ± 108 mPa) and circumferential WSS (297 ± 64 mPa vs. 340 ± 85 mPa). The patient and healthy volunteer demonstrated different aortic dilatation rates (regression slope ± standard error: 0.2 ± 0.1 vs. 0.1 ± 0.2 mm per year) and trends in FDN (0.1% ± 0.1% vs. 0.1% ± 0.2% per year), WSS magnitude (22 ± 9 vs. 35 ± 13 mPa per year), axial WSS (19 ± 4 vs. 37 ± 7 mPa per year), circumferential WSS (9 ± 8 vs. 5 ± 15 mPa per year), and WSS angle (-0.5° ± 0.4° vs. -0.8° ± 1.0° per year).
    UNASSIGNED: Aortic hemodynamic parameters are marginally affected by ageing and the aortic diameter in this case series. Since aortic hemodynamic parameters have been associated with aortic dilation by previous studies, the outcomes of the two subjects suggest that the aortic dilatation rate will remain constant while individuals are ageing and dilating.
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  • 文章类型: Journal Article
    B型主动脉夹层(TBAD)是一种疾病,其中在降主动脉的内膜层中形成撕裂,形成真腔和假腔(FL)。因为疾病的结果被认为是由血液动力学的量,如压力和壁剪应力(WSS)的影响,他们通过数值模拟的分析可能提供有价值的临床见解。模拟中通常包括主要的主动脉分支,但几乎总是忽略次要分支。尽管与TBAD进展和并发症的发展有关。由于次要分支估计携带约7-21%的心输出量,忽略它们可能会影响仿真精度。我们介绍了所有肋间对的TBAD的第一个模拟,肋下和腰动脉,使用4D流MRI(4DMR)告知患者特定的边界条件。与没有小分支的等效案例相比,它们的加入提高了与4DMR速度的一致性,在体内观察到FL扩张和钙化的区域,时间平均WSS(TAWSS)和透壁压降低,振荡剪切升高。次要分支纳入导致这些潜在临床相关性指标存在60-75%的差异,如果寻求模拟准确性,则表明需要考虑较小的分支流量损失。
    Type-B aortic dissection (TBAD) is a disease in which a tear develops in the intimal layer of the descending aorta forming a true lumen and false lumen (FL). Because disease outcomes are thought to be influenced by haemodynamic quantities such as pressure and wall shear stress (WSS), their analysis via numerical simulations may provide valuable clinical insights. Major aortic branches are routinely included in simulations but minor branches are virtually always neglected, despite being implicated in TBAD progression and the development of complications. As minor branches are estimated to carry about 7-21% of cardiac output, neglecting them may affect simulation accuracy. We present the first simulation of TBAD with all pairs of intercostal, subcostal and lumbar arteries, using 4D-flow MRI (4DMR) to inform patient-specific boundary conditions. Compared to an equivalent case without minor branches, their inclusion improved agreement with 4DMR velocities, reduced time-averaged WSS (TAWSS) and transmural pressure and elevated oscillatory shear in regions where FL dilatation and calcification were observed in vivo. Minor branch inclusion resulted in differences of 60-75% in these metrics of potential clinical relevance, indicating a need to account for minor branch flow loss if simulation accuracy is sought.
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