Optimization of 4D Flow MRI Spatial and Temporal Resolution for Examining Complex Hemodynamics in the Carotid Artery Bifurcation.

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2023-06-01 Epub Date: 2023-05-08 DOI:10.1007/s13239-023-00667-1
Retta El Sayed, Alireza Sharifi, Charlie C Park, Diogo C Haussen, Jason W Allen, John N Oshinski
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引用次数: 1

Abstract

Background: Three-dimensional, ECG-gated, time-resolved, three-directional, velocity-encoded phase-contrast MRI (4D flow MRI) has been applied extensively to measure blood velocity in great vessels but has been much less used in diseased carotid arteries. Carotid artery webs (CaW) are non-inflammatory intraluminal shelf-like projections into the internal carotid artery (ICA) bulb that are associated with complex flow and cryptogenic stroke.

Purpose: Optimize 4D flow MRI for measuring the velocity field of complex flow in the carotid artery bifurcation model that contains a CaW.

Methods: A 3D printed phantom model created from computed tomography angiography (CTA) of a subject with CaW was placed in a pulsatile flow loop within the MRI scanner. 4D Flow MRI images of the phantom were acquired with five different spatial resolutions (0.50-2.00  mm3) and four different temporal resolutions (23-96 ms) and compared to a computational fluid dynamics (CFD) solution of the flow field as a reference. We examined four planes perpendicular to the vessel centerline, one in the common carotid artery (CCA) and three in the internal carotid artery (ICA) where complex flow was expected. At these four planes pixel-by-pixel velocity values, flow, and time average wall shear stress (TAWSS) were compared between 4D flow MRI and CFD.

Hypothesis: An optimized 4D flow MRI protocol will provide a good correlation with CFD velocity and TAWSS values in areas of complex flow within a clinically feasible scan time (~ 10 min).

Results: Spatial resolution affected the velocity values, time average flow, and TAWSS measurements. Qualitatively, a spatial resolution of 0.50  mm3 resulted in higher noise, while a lower spatial resolution of 1.50-2.00  mm3 did not adequately resolve the velocity profile. Isotropic spatial resolutions of 0.50-1.00  mm3 showed no significant difference in total flow compared to CFD. Pixel-by-pixel velocity correlation coefficients between 4D flow MRI and CFD were > 0.75 for 0.50-1.00  mm3 but were < 0.5 for 1.50 and 2.00  mm3. Regional TAWSS values determined from 4D flow MRI were generally lower than CFD and decreased at lower spatial resolutions (larger pixel sizes). TAWSS differences between 4D flow and CFD were not statistically significant at spatial resolutions of 0.50-1.00  mm3 but were different at 1.50 and 2.00 mm3. Differences in temporal resolution only affected the flow values when temporal resolution was > 48.4 ms; temporal resolution did not affect TAWSS values.

Conclusion: A spatial resolution of 0.74-1.00  mm3 and a temporal resolution of 23-48 ms (1-2 k-space segments) provides a 4D flow MRI protocol capable of imaging velocity and TAWSS in regions of complex flow within the carotid bifurcation at a clinically acceptable scan time.

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用于检查颈动脉分叉复杂血流动力学的4D Flow MRI时空分辨率的优化。
背景:三维、心电门控、时间分辨、三维、速度编码的相位对比MRI(4D flow MRI)已广泛应用于测量大血管中的血流速度,但在病变颈动脉中的应用要少得多。颈动脉网(CaW)是颈内动脉(ICA)球囊内的非炎症性支架状突起,与复杂的血流和隐性中风有关。目的:优化4D流动MRI,以测量包含CaW的颈动脉分叉模型中复杂流动的速度场。方法:将由患有CaW的受试者的计算机断层摄影血管造影(CTA)创建的3D打印体模模型放置在MRI扫描仪内的脉动流环中。以五种不同的空间分辨率(0.50-2.00mm3)和四种不同的时间分辨率(23-96ms)采集体模的4D Flow MRI图像,并将其与作为参考的流场的计算流体动力学(CFD)解决方案进行比较。我们检查了四个垂直于血管中心线的平面,一个在颈总动脉(CCA),三个在颈内动脉(ICA),预计会有复杂的血流。在这四个平面上,逐像素的速度值、流量和时间平均壁剪切应力(TAWSS)在4D flow MRI和CFD之间进行了比较。假设:优化的4D flow MRI方案将在临床可行的扫描时间内,在复杂流动区域提供与CFD速度和TAWSS值的良好相关性(~ 10分钟)。结果:空间分辨率影响速度值、时间平均流量和TAWSS测量。定性地说,0.50 mm3的空间分辨率导致较高的噪声,而1.50-2.00 mm3的较低空间分辨率不能充分解析速度剖面。0.50-1.00mm3的各向同性空间分辨率显示,与CFD相比,总流量没有显著差异。4D流动MRI和CFD之间的逐像素速度相关系数为 > 0.50-1.00mm3为0.75,但 3.从4D流MRI确定的区域TAWSS值通常低于CFD,并且在较低的空间分辨率(较大的像素大小)下降低。4D流和CFD之间的TAWSS差异在0.50-1.00mm3的空间分辨率下没有统计学意义,但在1.50和2.00mm3时有所不同。当时间分辨率为 > 48.4ms;时间分辨率不影响TAWSS值。结论:0.74-1.00mm3的空间分辨率和23-48ms的时间分辨率(1-2k空间段)提供了一种4D流MRI方案,能够在临床可接受的扫描时间对颈动脉分叉内复杂流动区域的速度和TAWSS进行成像。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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