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双叶主动脉瓣患者主动脉扩张时血流改变的全三维血流动力学特征:一种有限元方法

Fully Three-Dimensional Hemodynamic Characterization of Altered Blood Flow in Bicuspid Aortic Valve Patients With Respect to Aortic Dilatation: A Finite Element Approach.

作者信息

Sotelo Julio, Franco Pamela, Guala Andrea, Dux-Santoy Lydia, Ruiz-Muñoz Aroa, Evangelista Arturo, Mella Hernan, Mura Joaquín, Hurtado Daniel E, Rodríguez-Palomares José F, Uribe Sergio

机构信息

School of Biomedical Engineering, Universidad de Valparaíso, Valparaíso, Chile.

Biomedical Imaging Center, Pontificia Universidad Católica de Chile, Santiago, Chile.

出版信息

Front Cardiovasc Med. 2022 May 18;9:885338. doi: 10.3389/fcvm.2022.885338. eCollection 2022.

Abstract

BACKGROUND AND PURPOSE

Prognostic models based on cardiovascular hemodynamic parameters may bring new information for an early assessment of patients with bicuspid aortic valve (BAV), playing a key role in reducing the long-term risk of cardiovascular events. This work quantifies several three-dimensional hemodynamic parameters in different patients with BAV and ranks their relationships with aortic diameter.

MATERIALS AND METHODS

Using 4D-flow CMR data of 74 patients with BAV (49 right-left and 25 right-non-coronary) and 48 healthy volunteers, aortic 3D maps of seventeen 17 different hemodynamic parameters were quantified along the thoracic aorta. Patients with BAV were divided into two morphotype categories, BAV-Non-AAoD (where we include 18 non-dilated patients and 7 root-dilated patients) and BAV-AAoD (where we include the 49 patients with dilatation of the ascending aorta). Differences between volunteers and patients were evaluated using MANOVA with Pillai's trace statistic, Mann-Whitney U test, ROC curves, and minimum redundancy maximum relevance algorithm. Spearman's correlation was used to correlate the dilation with each hemodynamic parameter.

RESULTS

The flow eccentricity, backward velocity, velocity angle, regurgitation fraction, circumferential wall shear stress, axial vorticity, and axial circulation allowed to discriminate between volunteers and patients with BAV, even in the absence of dilation. In patients with BAV, the diameter presented a strong correlation (> |+/-0.7|) with the forward velocity and velocity angle, and a good correlation (> |+/-0.5|) with regurgitation fraction, wall shear stress, wall shear stress axial, and vorticity, also for morphotypes and phenotypes, some of them are correlated with the diameter. The velocity angle proved to be an excellent biomarker in the differentiation between volunteers and patients with BAV, BAV morphotypes, and BAV phenotypes, with an area under the curve bigger than 0.90, and higher predictor important scores.

CONCLUSIONS

Through the application of a novel 3D quantification method, hemodynamic parameters related to flow direction, such as flow eccentricity, velocity angle, and regurgitation fraction, presented the best relationships with a local diameter and effectively differentiated patients with BAV from healthy volunteers.

摘要

背景与目的

基于心血管血流动力学参数的预后模型可能为二叶式主动脉瓣(BAV)患者的早期评估带来新信息,在降低心血管事件的长期风险中发挥关键作用。本研究量化了不同BAV患者的几个三维血流动力学参数,并对它们与主动脉直径的关系进行排序。

材料与方法

使用74例BAV患者(49例左右型和25例右无冠型)和48名健康志愿者的4D-flow CMR数据,沿胸主动脉量化了17个不同血流动力学参数的主动脉三维图谱。BAV患者被分为两种形态类型,BAV-非升主动脉扩张型(包括18例未扩张患者和7例根部扩张患者)和BAV-升主动脉扩张型(包括49例升主动脉扩张患者)。使用带有Pillai迹统计量的多变量方差分析、曼-惠特尼U检验、ROC曲线和最小冗余最大相关算法评估志愿者与患者之间的差异。使用Spearman相关性分析将扩张与每个血流动力学参数进行关联。

结果

即使在没有扩张的情况下,血流偏心度、反向速度、速度角、反流分数、周向壁面切应力、轴向涡度和轴向环流量也能够区分志愿者和BAV患者。在BAV患者中,直径与正向速度和速度角呈强相关性(>|±0.7|),与反流分数、壁面切应力、壁面切应力轴向分量和涡度呈良好相关性(>|±0.5|),对于形态类型和表型也是如此,其中一些与直径相关。速度角被证明是区分志愿者与BAV患者、BAV形态类型和BAV表型的优秀生物标志物,曲线下面积大于0.90,预测重要性得分更高。

结论

通过应用一种新型三维量化方法,与血流方向相关的血流动力学参数,如血流偏心度、速度角和反流分数,与局部直径呈现出最佳关系,并有效地区分了BAV患者与健康志愿者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ead5/9157575/1dd0890a1ed4/fcvm-09-885338-g0001.jpg

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