Zhang Miaoqi, Peng Fei, Li Yunduo, He Le, Liu Aihua, Li Rui
Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China.
Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.
Quant Imaging Med Surg. 2021 Feb;11(2):597-607. doi: 10.21037/qims-20-440.
Previous studies have hypothesized that intracranial aneurysm (IA) morphology interacts with hemodynamic conditions. Magnetic resonance imaging (MRI) provides a single image modality solution for both morphological and hemodynamic measurements for IA. This study aimed to explore the interaction between the morphology and hemodynamics of IA using black-blood MRI (BB-MRI) and 4D flow MRI.
A total of 97 patients with unruptured IA were recruited for this study. The IA size, size ratio (SR), and minimum wall thickness (mWT) were measured using BB-MRI. Velocity, blood flow, pulsatility index (PI), and wall shear stress (WSS) were measured with 4D flow MRI. The relationship between hemodynamic parameters and morphological indices was investigated by linear regression analysis and unpaired two-sample -test. To determine the independent interaction, multiple linear regression analysis was further performed.
The findings showed that mWT was negatively correlated with IA size (r=-0.665, P<0.001). Maximum blood flow in IA (Flow) was positively correlated with IA size (r=0.458, P<0.001). The average WSS (WSS) was negatively correlated with IA size (r=-0.650, P<0.001). The relationships remained the same after the multivariate analysis was adjusted for hemodynamic, morphologic, and demographic confounding factors. The WSS was positively correlated with mWT (r=0.528, P<0.001). In the unpaired two-sample -test, mWT, WSS, and Flow were statistically significantly associated with the size and SR of IAs.
There is potential for BB-MRI and 4D flow MRI to provide morphological and hemodynamic information regarding IA. Blood flow, WSS, and mWT may serve as non-invasive biomarkers for IA assessments, and may contribute to a more comprehensive understanding of the mechanism of IA.
既往研究推测颅内动脉瘤(IA)形态与血流动力学状况相互作用。磁共振成像(MRI)为IA的形态学和血流动力学测量提供了单一的成像方式解决方案。本研究旨在使用黑血MRI(BB-MRI)和四维血流MRI探索IA形态学与血流动力学之间的相互作用。
本研究共纳入97例未破裂IA患者。使用BB-MRI测量IA大小、大小比(SR)和最小壁厚度(mWT)。用四维血流MRI测量速度、血流量、搏动指数(PI)和壁面切应力(WSS)。通过线性回归分析和未配对双样本检验研究血流动力学参数与形态学指标之间的关系。为确定独立相互作用,进一步进行多元线性回归分析。
研究结果显示,mWT与IA大小呈负相关(r=-0.665,P<0.001)。IA内最大血流量(Flow)与IA大小呈正相关(r=0.458,P<0.001)。平均WSS(WSS)与IA大小呈负相关(r=-0.650,P<0.001)。在对血流动力学、形态学和人口统计学混杂因素进行多变量分析调整后,这些关系依然不变。WSS与mWT呈正相关(r=0.528,P<0.001)。在未配对双样本检验中,mWT、WSS和Flow与IA的大小和SR在统计学上显著相关。
BB-MRI和四维血流MRI有潜力提供有关IA的形态学和血流动力学信息。血流量、WSS和mWT可作为IA评估的非侵入性生物标志物,并可能有助于更全面地理解IA的发病机制。