Pflugi Silvio, Roujol Sébastien, Akçakaya Mehmet, Kawaji Keigo, Foppa Murilo, Heydari Bobby, Goddu Beth, Kissinger Kraig, Berg Sophie, Manning Warren J, Kozerke Sebastian, Nezafat Reza
Department of Medicine (Cardiovascular Division), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
Institute for Biomedical Engineering, University and ETH Zurich, Zurich, Switzerland.
Magn Reson Med. 2015 Aug;74(2):384-95. doi: 10.1002/mrm.25405. Epub 2014 Aug 8.
To evaluate the feasibility of accelerated cardiac MR (CMR) perfusion with radial sampling using nonlinear image reconstruction after exercise on an MR-compatible supine bike ergometer.
Eight healthy subjects were scanned on two separate days using radial and Cartesian CMR perfusion sequences in rest and exercise stress perfusion. Four different methods (standard gridding, conjugate gradient SENSE [CG-SENSE], nonlinear inversion with joint estimation of coil-sensitivity profiles [NLINV] and compressed sensing with a total variation constraint [TV]) were compared for the reconstruction of radial data. Cartesian data were reconstructed using SENSE. All images were assessed by two blinded readers in terms of image quality and diagnostic value.
CG-SENSE and NLINV were scored more favorably than TV (in both rest and stress perfusion cases, P < 0.05) and gridding (for rest perfusion cases, P < 0.05). TV images showed patchy artifacts, which negatively influenced image quality especially in the stress perfusion images acquired with a low number of radial spokes. Although CG-SENSE and NLINV received better scores than Cartesian sampling in both rest and exercise stress perfusion cases, these differences were not statistically significant (P > 0.05).
We have demonstrated the feasibility of accelerated CMR perfusion using radial sampling after physical exercise using a supine bicycle ergometer in healthy subjects. For reconstruction of undersampled radial perfusion, CG-SENSE and NLINV resulted in better image quality than standard gridding or TV reconstruction. Further technical improvements and clinical assessment are needed before using this approach in patients with suspected coronary artery disease.
评估在磁共振兼容的仰卧位自行车测力计上运动后使用非线性图像重建进行径向采样的加速心脏磁共振(CMR)灌注的可行性。
8名健康受试者在两天内分别使用径向和笛卡尔CMR灌注序列进行静息和运动应激灌注扫描。比较了四种不同方法(标准网格化、共轭梯度灵敏度编码[CG-SENSE]、联合估计线圈灵敏度分布的非线性反演[NLINV]和具有总变差约束的压缩感知[TV])对径向数据的重建效果。笛卡尔数据使用灵敏度编码进行重建。两名盲态阅片者对所有图像的图像质量和诊断价值进行评估。
在图像质量评分上,CG-SENSE和NLINV比TV(在静息和应激灌注情况下,P < 0.05)以及网格化(在静息灌注情况下,P < 0.05)更具优势。TV图像显示有斑片状伪影,这对图像质量有负面影响,尤其是在径向采样条数较少的应激灌注图像中。尽管在静息和运动应激灌注情况下,CG-SENSE和NLINV的评分均高于笛卡尔采样,但这些差异无统计学意义(P > 0.05)。
我们已经证明了在健康受试者中使用仰卧位自行车测力计在运动后通过径向采样进行加速CMR灌注的可行性。对于欠采样的径向灌注重建,CG-SENSE和NLINV比标准网格化或TV重建产生了更好的图像质量。在将这种方法应用于疑似冠心病患者之前,还需要进一步的技术改进和临床评估。