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使用3D多回波UTE锥体MRI对儿童肝铁过载进行自由呼吸成像。

Free-breathing mapping of hepatic iron overload in children using 3D multi-echo UTE cones MRI.

作者信息

Kee Youngwook, Sandino Christopher M, Syed Ali B, Cheng Joseph Y, Shimakawa Ann, Colgan Timothy J, Hernando Diego, Vasanawala Shreyas S

机构信息

Departments of Radiology and Electrical Engineering, Stanford University, Magnetic Resonance Systems Research Lab (MRSRL), Stanford, California, USA.

Global MR Applications and Workflow, GE Healthcare, Menlo Park, California, USA.

出版信息

Magn Reson Med. 2021 May;85(5):2608-2621. doi: 10.1002/mrm.28610. Epub 2021 Jan 11.

Abstract

PURPOSE

To enable motion-robust, ungated, free-breathing mapping of hepatic iron overload in children with 3D multi-echo UTE cones MRI.

METHODS

A golden-ratio re-ordered 3D multi-echo UTE cones acquisition was developed with chemical-shift encoding (CSE). Multi-echo complex-valued source images were reconstructed via gridding and coil combination, followed by confounder-corrected (=1/ ) mapping. A phantom containing 15 different concentrations of gadolinium solution (0-300 mM) was imaged at 3T. 3D multi-echo UTE cones with an initial TE of 0.036 ms and Cartesian CSE-MRI (IDEAL-IQ) sequences were performed. With institutional review board approval, 85 subjects (81 pediatric patients with iron overload + 4 healthy volunteers) were imaged at 3T using 3D multi-echo UTE cones with free breathing (FB cones), IDEAL-IQ with breath holding (BH Cartesian), and free breathing (FB Cartesian). Overall image quality of maps was scored by 2 blinded experts and compared by a Wilcoxon rank-sum test. For each pediatric subject, the paired maps were assessed to determine if a corresponding artifact-free 15 mm region-of-interest (ROI) could be identified at a mid-liver level on both images. Agreement between resulting quantification from FB cones and BH/FB Cartesian was assessed with Bland-Altman and linear correlation analyses.

RESULTS

ROI-based regression analysis showed a linear relationship between gadolinium concentration and in IDEAL-IQ (y = 8.83x - 52.10, R = 0.995) as well as in cones (y = 9.19x - 64.16, R = 0.992). ROI-based Bland-Altman analysis showed that the mean difference (MD) was 0.15% and the SD was 5.78%. However, IDEAL-IQ measurements beyond 200 mM substantially deviated from a linear relationship for IDEAL-IQ (y = 5.85x + 127.61, R = 0.827), as opposed to cones (y = 10.87x - 166.96, R = 0.984). In vivo, FB cones had similar image quality with BH and FB Cartesian in 15 and 42 cases, respectively. FB cones had better image quality scores than BH and FB Cartesian in 3 and 21 cases, respectively, where BH/FB Cartesian exhibited severe ghosting artifacts. ROI-based Bland-Altman analyses were 2.23% (MD) and 6.59% (SD) between FB cones and BH Cartesian and were 0.21% (MD) and 7.02% (SD) between FB cones and FB Cartesian, suggesting a good agreement between FB cones and BH (FB) Cartesian . Strong linear relationships were observed between BH Cartesian and FB cones (y = 1.00x + 1.07, R = 0.996) and FB Cartesian and FB cones (y = 0.98x + 1.68, R = 0.999).

CONCLUSION

Golden-ratio re-ordered 3D multi-echo UTE Cones MRI enabled motion-robust, ungated, and free-breathing mapping of hepatic iron overload, with comparable measurements and image quality to BH Cartesian, and better image quality than FB Cartesian.

摘要

目的

利用三维多回波UTE圆锥扫描MRI实现对儿童肝铁过载进行运动稳健、非门控、自由呼吸成像。

方法

采用化学位移编码(CSE)技术开发了黄金分割重排序三维多回波UTE圆锥扫描采集方法。通过网格化和线圈组合重建多回波复值源图像,然后进行混杂因素校正(=1/)成像。在3T条件下对含有15种不同浓度钆溶液(0 - 300 mM)的模型进行成像。分别采用初始回波时间为0.036 ms的三维多回波UTE圆锥扫描和笛卡尔CSE-MRI(IDEAL-IQ)序列。经机构审查委员会批准,对85名受试者(81名铁过载儿科患者 + 4名健康志愿者)在3T条件下进行成像,分别采用自由呼吸的三维多回波UTE圆锥扫描(FB圆锥扫描)、屏气的IDEAL-IQ(BH笛卡尔)和自由呼吸的IDEAL-IQ(FB笛卡尔)。由2名盲法专家对成像图的整体图像质量进行评分,并通过Wilcoxon秩和检验进行比较。对于每名儿科受试者,评估配对的成像图,以确定在肝脏中部水平的两张图像上是否都能识别出相应的无伪影15 mm感兴趣区(ROI)。采用Bland-Altman分析和线性相关分析评估FB圆锥扫描与BH/FB笛卡尔扫描所得成像定量结果之间的一致性。

结果

基于ROI的回归分析显示,在IDEAL-IQ中钆浓度与成像之间存在线性关系(y = 8.83x - 52.10,R = 0.995),在圆锥扫描中也存在线性关系(y = 9.19x - 64.16,R = 0.992)。基于ROI的Bland-Altman分析显示,平均差异(MD)为0.15%,标准差(SD)为5.78%。然而,IDEAL-IQ中超过200 mM的测量值与线性关系存在显著偏差(y = 5.85x + 127.61,R = 0.827),而圆锥扫描则不然(y = 10.87x - 166.96,R = 0.984)。在体实验中,FB圆锥扫描在15例和42例中分别与BH和FB笛卡尔扫描具有相似的图像质量。在BH/FB笛卡尔扫描出现严重鬼影伪影的3例和21例中,FB圆锥扫描的图像质量评分分别优于BH和FB笛卡尔扫描。基于ROI的Bland-Altman分析显示,FB圆锥扫描与BH笛卡尔扫描之间的MD为2.23%,SD为6.59%;FB圆锥扫描与FB笛卡尔扫描之间的MD为0.21%,SD为7.02%,表明FB圆锥扫描与BH(FB)笛卡尔扫描之间具有良好的一致性。在BH笛卡尔扫描与FB圆锥扫描(y = 1.00x + 1.07,R = 0.996)以及FB笛卡尔扫描与FB圆锥扫描(y = 0.98x + 1.68,R = 0.999)之间观察到强线性关系。

结论

黄金分割重排序三维多回波UTE圆锥扫描MRI能够实现对肝铁过载进行运动稳健、非门控、自由呼吸成像,成像测量和图像质量与BH笛卡尔扫描相当,且图像质量优于FB笛卡尔扫描。

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