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基于复合反转组拟合的精准优化单协议预/后对比改良 Look-Locker 反转 T1 mapping 技术。

Precision-optimized single protocol pre-/post-contrast modified-look locker inversion T1 mapping using composite inversion group fitting.

机构信息

Department of Medical Imaging, Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada; Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada.

Department of Medical Imaging, Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada; Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada.

出版信息

Magn Reson Imaging. 2020 Dec;74:195-202. doi: 10.1016/j.mri.2020.09.025. Epub 2020 Oct 1.

Abstract

BACKGROUND

Investigation of a simple, precision optimized, identical pre-/post-contrast modified look locker inversion recovery (MOLLI) protocol employing Composite inversion group (IG) fitting in a clinical cardiomyopathy population.

METHODS

Cardiac magnetic resonance imaging (MRI) was performed at 3 Tesla in 36 patients (48.0 years [IQR: 35.7, 58.2 years]) with known/suspicion of hypertrophic cardiomyopathy. T1 mapping was performed pre-/post-contrast (0.15 mmol/kg Gadobutrol) using a standard 3-parameter fit (STANDARD) and an optimized (OPTIMAL) single-protocol Composite-IG fitting MOLLI approach. The OPTIMAL protocol was based on a simulation study (for 11hb acquisitions) with cost metric analysis across the range of expected T1 values (300-1400 ms) and heart rates (50-80 bpm). All maps were generated offline based on motion corrected source images. Based on region of interest analysis, the precision of both approaches was assessed using a previously validated propagation of errors technique for pre-/post-contrast T1 mapping as well as calculated ECV (based on point-of care hematocrit measurements. Furthermore, respective T1 and ECV values were calculated. Statistical methods included Wilcoxon Signed-Rank tests and Student's paired t-test.

RESULTS

A total of ~9000 11hb inversion groupings were simulated with a 4(0)2(0)2(0)2(0)1 grouping providing the optimal precision across the specified T1/heart rate range. In comparison to standard pre-contrast 5(3)3 MOLLI, this OPTIMAL protocol demonstrated a significantly improved pre-contrast precision (9.1 [6.2, 9.9]ms vs. 9.4 [7.3, 10.8]ms; P < 0.001) while no significant differences were found for post-contrast T1 mapping (4.5 [2.6, 5.3]ms vs. 4.2 [2.8, 5.1]ms; P = 0.25) and EVC mapping (0.38 [0.28, 0.45]ms vs. 0.35 [0.25, 0.44]ms; P = 0.07) or reproducibility (0.16 [0.14, 0.19] vs. 0.19 [0.13, 0.23]P = 0.53). Direct comparison of resulting T1/ECV values demonstrated no significant differences between STANDARD and OPTIMAL techniques for pre-contrast T1 (1178 [1158, 1199]ms vs. 1173 [1143, 1195]ms; P = 0.46) and significant differences for post-contrast T1 (466 [446, 506]ms vs. 456 [433, 503]ms; P = 0.04) and ECV (23.1 [20.8, 25.1]% vs. 23.9 [22.3, 26.4]%; P = 0.001).

CONCLUSIONS

A single optimized Composite-IG fitting protocol for pre-/post-contrast T1 mapping demonstrated improved precision over standard MOLLI techniques. It enables a simplified workflow with reduction of potential sources of error especially with respect to image data co-registration easing advanced post-processing for generation of patient specific ECV maps.

摘要

背景

在一个已知/疑似肥厚型心肌病的临床心肌病患者群体中,研究一种简单、精确优化、相同的预/后对比改良 Look-Locker 反转恢复(MOLLI)协议,采用复合反转群(IG)拟合。

方法

在 3 Tesla 上进行心脏磁共振成像(MRI)检查,共 36 例患者(48.0 岁[IQR:35.7,58.2 岁]),已知/疑似肥厚型心肌病。使用标准三参数拟合(STANDARD)和优化(OPTIMAL)单协议复合 IG 拟合 MOLLI 方法进行预/后对比(0.15mmol/kg 钆布醇)T1 映射。OPTIMAL 方案基于模拟研究(11hb 采集),使用成本指标分析了预期 T1 值(300-1400ms)和心率(50-80bpm)范围内的所有映射都是基于运动校正源图像离线生成的。基于感兴趣区域分析,使用以前验证的 T1 映射的误差传播技术评估两种方法的精度,以及基于床边血细胞比容测量计算的 ECV(基于床边血细胞比容测量计算的 ECV)。此外,还计算了各自的 T1 和 ECV 值。统计方法包括 Wilcoxon 符号秩检验和学生配对 t 检验。

结果

总共模拟了约 9000 个 11hb 反转群,其中 4(0)2(0)2(0)2(0)1 分组在指定的 T1/心率范围内提供了最佳的精度。与标准预对比 5(3)3 MOLLI 相比,该 OPTIMAL 方案显著提高了预对比精度(9.1[6.2,9.9]ms 比 9.4[7.3,10.8]ms;P<0.001),而在后对比 T1 映射(4.5[2.6,5.3]ms 比 4.2[2.8,5.1]ms;P=0.25)和 ECV 映射(0.38[0.28,0.45]ms 比 0.35[0.25,0.44]ms;P=0.07)或重现性(0.16[0.14,0.19]比 0.19[0.13,0.23]P=0.53)方面无显著差异。标准和 OPTIMAL 技术之间的直接比较显示,预对比 T1(1178[1158,1199]ms 比 1173[1143,1195]ms;P=0.46)和后对比 T1(466[446,506]ms 比 456[433,503]ms;P=0.04)和 ECV(23.1[20.8,25.1]% 比 23.9[22.3,26.4]%;P=0.001)的 T1/ECV 值无显著差异。

结论

一种用于预/后对比 T1 映射的简单、精确优化的复合 IG 拟合方案,相对于标准 MOLLI 技术,其精度得到了提高。它简化了工作流程,减少了图像数据配准等潜在误差源,简化了用于生成患者特定 ECV 图的高级后处理。

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