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使用具有翻转角调制和运动校正平均的二维化学位移编码 MRI 提高自由呼吸肝脏脂肪和铁定量的准确性。

Improved free-breathing liver fat and iron quantification using a 2D chemical shift-encoded MRI with flip angle modulation and motion-corrected averaging.

机构信息

Department of Radiology, University of Wisconsin, 1111 Highland Ave, Madison, WI, 53705, USA.

Department of Medical Physics, University of Wisconsin, Madison, WI, USA.

出版信息

Eur Radiol. 2022 Aug;32(8):5458-5467. doi: 10.1007/s00330-022-08682-x. Epub 2022 Mar 21.

Abstract

OBJECTIVES

3D chemical shift-encoded (CSE) MRI enables accurate and precise quantification of proton density fat fraction (PDFF) and R2*, biomarkers of hepatic fat and iron deposition. Unfortunately, 3D CSE-MRI requires reliable breath-holding. Free-breathing 2D CSE-MRI with sequential radiofrequency excitation is a motion-robust alternative but suffers from low signal-to-noise-ratio (SNR). To overcome this limitation, this work explores the combination of flip angle-modulated (FAM) 2D CSE imaging with a non-local means (NLM) motion-corrected averaging technique.

METHODS

In this prospective study, 35 healthy subjects (27 children/8 adults) were imaged on a 3T MRI-system. Multi-echo 3D CSE ("3D") and 2D CSE FAM ("FAM") images were acquired during breath-hold and free-breathing, respectively, to obtain PDFF and R2* maps of the liver. Multi-repetition FAM was postprocessed with direct averaging (DA)- and NLM-based averaging and compared to 3D CSE using Bland-Altmann and regression analysis. Image qualities of PDFF and R2* maps were reviewed by two radiologists using a Likert-like scale (score 1-5, 5 = best).

RESULTS

Compared to 3D CSE, multi-repetition FAM-NLM showed excellent agreement (regression slope = 1.0, R = 0.996) for PDFF and good agreement (regression slope 1.08-1.15, R ≥ 0.899) for R2*. Further, multi-repetition FAM-NLM PDFF and R2* maps had fewer artifacts (score 3.8 vs. 3.2, p < 0.0001 for PDFF; score 3.2 vs. 2.6, p < 0.001 for R2*) and better overall image quality (score 4.0 vs. 3.5, p < 0.0001 for PDFF; score 3.4 vs. 2.7, p < 0.0001 for R2*).

CONCLUSIONS

Free-breathing FAM-NLM provides superior image quality of the liver compared to the conventional breath-hold 3D CSE-MRI, while minimizing bias for PDFF and R2* quantification.

KEY POINTS

• 2D CSE FAM-NLM is a free-breathing method for liver fat and iron quantification and viable alternative for patients unable to hold their breath. • 2D CSE FAM-NLM is a feasible alternative to breath-hold 3D CSE methods, with low bias in proton density fat fraction (PDFF) and no clinically significant bias in R2*. • Quantitatively, multiple repetitions in 2D CSE FAM-NLM lead to improved SNR.

摘要

目的

3D 化学位移编码(CSE)MRI 能够准确、精确地定量质子密度脂肪分数(PDFF)和 R2*,这是肝脂肪和铁沉积的生物标志物。不幸的是,3D CSE-MRI 需要可靠的屏气。具有连续射频激发的自由呼吸 2D CSE-MRI 是一种运动稳健的替代方法,但信号噪声比(SNR)较低。为了克服这一限制,本研究探索了翻转角调制(FAM)2D CSE 成像与非局部均值(NLM)运动校正平均技术的结合。

方法

在这项前瞻性研究中,35 名健康受试者(27 名儿童/8 名成人)在 3T MRI 系统上进行了成像。在屏气和自由呼吸期间分别采集多回波 3D CSE(“3D”)和 2D CSE FAM(“FAM”)图像,以获得肝脏的 PDFF 和 R2图。使用直接平均(DA)和基于 NLM 的平均对多重复 FAM 进行后处理,并与 3D CSE 进行 Bland-Altman 和回归分析比较。两位放射科医生使用类似李克特的量表(评分 1-5,5=最佳)对 PDFF 和 R2图的图像质量进行了回顾。

结果

与 3D CSE 相比,多重复 FAM-NLM 对 PDFF 具有极好的一致性(回归斜率=1.0,R=0.996),对 R2具有良好的一致性(回归斜率 1.08-1.15,R≥0.899)。此外,多重复 FAM-NLM PDFF 和 R2图的伪影更少(PDFF 评分为 3.8 分 vs. 3.2 分,p<0.0001;R2* 评分为 3.2 分 vs. 2.6 分,p<0.001),整体图像质量更好(PDFF 评分为 4.0 分 vs. 3.5 分,p<0.0001;R2* 评分为 3.4 分 vs. 2.7 分,p<0.0001)。

结论

与传统的屏气 3D CSE-MRI 相比,自由呼吸 FAM-NLM 可提供肝脏的更高质量图像,同时最小化 PDFF 和 R2*定量的偏倚。

要点

• 2D CSE FAM-NLM 是一种用于肝脏脂肪和铁定量的自由呼吸方法,是无法屏气的患者的可行替代方法。• 2D CSE FAM-NLM 是屏气 3D CSE 方法的可行替代方法,PDFF 偏倚小,R2*无临床显著偏倚。• 定量上,2D CSE FAM-NLM 的多次重复可提高 SNR。

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