Blanken Carmen P S, Schrauben Eric M, Peper Eva S, Gottwald Lukas M, Coolen Bram F, van Wijk Diederik F, Piek Jan J, Strijkers Gustav J, Planken R Nils, van Ooij Pim, Nederveen Aart J
Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Amsterdam, Netherlands.
Department of Biomedical Engineering and Physics, Amsterdam University Medical Centers, Amsterdam, Netherlands.
Front Bioeng Biotechnol. 2021 Aug 17;9:725833. doi: 10.3389/fbioe.2021.725833. eCollection 2021.
Magnetic resonance imaging (MRI) can potentially be used for non-invasive screening of patients with stable angina pectoris to identify probable obstructive coronary artery disease. MRI-based coronary blood flow quantification has to date only been performed in a 2D fashion, limiting its clinical applicability. In this study, we propose a framework for coronary blood flow quantification using accelerated 4D flow MRI with respiratory motion correction and compressed sensing image reconstruction. We investigate its feasibility and repeatability in healthy subjects at rest. Fourteen healthy subjects received 8 times-accelerated 4D flow MRI covering the left coronary artery (LCA) with an isotropic spatial resolution of 1.0 mm. Respiratory motion correction was performed based on 1) lung-liver navigator signal, 2) real-time monitoring of foot-head motion of the liver and LCA by a separate acquisition, and 3) rigid image registration to correct for anterior-posterior motion. Time-averaged diastolic LCA flow was determined, as well as time-averaged diastolic maximal velocity (V) and diastolic peak velocity (V). 2D flow MRI scans of the LCA were acquired for reference. Scan-rescan repeatability and agreement between 4D flow MRI and 2D flow MRI were assessed in terms of concordance correlation coefficient (CCC) and coefficient of variation (CV). The protocol resulted in good visibility of the LCA in 11 out of 14 subjects (six female, five male, aged 28 ± 4 years). The other 3 subjects were excluded from analysis. Time-averaged diastolic LCA flow measured by 4D flow MRI was 1.30 ± 0.39 ml/s and demonstrated good scan-rescan repeatability (CCC/CV = 0.79/20.4%). Time-averaged diastolic V (17.2 ± 3.0 cm/s) and diastolic V (24.4 ± 6.5 cm/s) demonstrated moderate repeatability (CCC/CV = 0.52/19.0% and 0.68/23.0%, respectively). 4D flow- and 2D flow-based diastolic LCA flow agreed well (CCC/CV = 0.75/20.1%). Agreement between 4D flow MRI and 2D flow MRI was moderate for both diastolic V and V (CCC/CV = 0.68/20.3% and 0.53/27.0%, respectively). In conclusion, the proposed framework of accelerated 4D flow MRI equipped with respiratory motion correction and compressed sensing image reconstruction enables repeatable diastolic LCA flow quantification that agrees well with 2D flow MRI.
磁共振成像(MRI)有可能用于对稳定型心绞痛患者进行无创筛查,以识别可能存在的阻塞性冠状动脉疾病。迄今为止,基于MRI的冠状动脉血流定量仅以二维方式进行,限制了其临床应用。在本研究中,我们提出了一个使用加速4D流MRI并结合呼吸运动校正和压缩感知图像重建的冠状动脉血流定量框架。我们研究了其在静息健康受试者中的可行性和可重复性。14名健康受试者接受了8倍加速的4D流MRI检查,覆盖左冠状动脉(LCA),各向同性空间分辨率为1.0毫米。基于以下方法进行呼吸运动校正:1)肺-肝导航信号;2)通过单独采集实时监测肝脏和LCA的头足运动;3)进行刚性图像配准以校正前后运动。测定了时间平均舒张期LCA血流,以及时间平均舒张期最大速度(V)和舒张期峰值速度(V)。采集了LCA的2D流MRI扫描作为参考。通过一致性相关系数(CCC)和变异系数(CV)评估了扫描-重扫可重复性以及4D流MRI和2D流MRI之间的一致性。该方案在14名受试者中的11名(6名女性,5名男性,年龄28±4岁)中使LCA具有良好的可视性。另外3名受试者被排除在分析之外。4D流MRI测量的时间平均舒张期LCA血流为1.30±0.39毫升/秒,显示出良好的扫描-重扫可重复性(CCC/CV = 0.79/20.4%)。时间平均舒张期V(17.2±3.0厘米/秒)和舒张期V(24.4±6.5厘米/秒)显示出中等可重复性(CCC/CV分别为0.52/19.0%和0.68/23.0%)。基于4D流和2D流的舒张期LCA血流一致性良好(CCC/CV = 0.75/20.1%)。4D流MRI和2D流MRI在舒张期V和V方面的一致性中等(CCC/CV分别为0.68/20.3%和0.53/27.0%)。总之,所提出的配备呼吸运动校正和压缩感知图像重建的加速4D流MRI框架能够实现可重复的舒张期LCA血流定量,与2D流MRI结果一致性良好。