Inter-visit and inter-reader reproducibility of multi-parametric diffusion-weighted MR imaging in longitudinally imaged patients with metabolic dysfunction-associated fatty liver disease and healthy volunteers.

IF 2.1 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Magnetic resonance imaging Pub Date : 2024-08-23 DOI:10.1016/j.mri.2024.110223
Anton Volniansky , Thierry L. Lefebvre , Merve Kulbay , Boyan Fan , Emre Aslan , Kim-Nhien Vu , Emmanuel Montagnon , Bich Ngoc Nguyen , Giada Sebastiani , Jeanne-Marie Giard , Marie-Pierre Sylvestre , Guillaume Gilbert , Guy Cloutier , An Tang
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引用次数: 0

Abstract

Background

Despite the widespread use of diffusion-weighted imaging (DWI) in metabolic dysfunction-associated fatty liver disease (MAFLD), MRI acquisition and quantification techniques vary in the literature suggesting the need for established and reproducible protocols. The goal of this study was to assess inter-visit and inter-reader reproducibility of DWI- and IVIM-derived parameters in patients with MAFLD and healthy volunteers using extensive sampling of the “fast” compartment, non-rigid registration, and exclusion voxels with poor fit quality.

Methods

From June 2019 to April 2023, 31 subjects (20 patients with biopsy-proven MAFLD and 11 healthy volunteers) were included in this IRB-approved study. Subjects underwent MRI examinations twice within 40 days. 3.0 T DWI was acquired using a respiratory-triggered spin-echo diffusion-weighted echo-planar imaging sequence (b-values of 0, 10, 20, 30, 40, 50, 100, 200, 400, 800 s/mm2). DWI series were co-registered prior to voxel-wise non-linear regression of the IVIM model and voxels with poor fit quality were excluded (normalized root mean squared error ≥ 0.05). IVIM parameters (perfusion fraction, f; diffusion coefficient, D; and pseudo-diffusion coefficient, D*), and apparent diffusion coefficients (ADC) were computed from manual segmentation of the right liver lobe performed by two analysts on two MRI examinations.

Results

All results are reported for f, D, D*, and ADC respectively. For inter-reader agreement on the first visit, ICC were of 0.985, 0.994, 0.986, and 0.993 respectively. For intra-reader agreement of analyst 1 assessed on both imaging examinations, ICC between visits were of 0.805, 0.759, 0.511, and 0.850 respectively. For inter-reader agreement on the first visit, mean bias and 95 % limits of agreement were (0.00 ± 0.03), (−0.01 ± 0.03) × 10−3 mm2/s, (0.70 ± 10.40) × 10−3 mm2/s, and (−0.02 ± 0.04) × 10−3 mm2/s respectively. For intra-reader agreement of analyst 1, mean bias and 95 % limits of agreement were (0.01 ± 0.09) × 10−3 mm2/s, (−0.01 ± 0.21) × 10−3 mm2/s, (−13.37 ± 56.19) × 10−3 mm2/s, and (−0.01 ± 0.16) × 10−3 mm2/s respectively. Except for parameter D* that was associated with between-subjects parameter variability (P = 0.009), there was no significant variability between subjects, examinations, or readers.

Conclusion

With our approach, IVIM parameters f, D, D*, and ADC provided excellent inter-reader agreement and good to very good inter-visit or intra-reader agreement, thus showing the reproducibility of IVIM-DWI of the liver in MAFLD patients and volunteers.

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对代谢功能障碍相关脂肪肝患者和健康志愿者进行纵向成像的多参数弥散加权磁共振成像的就诊间和阅片员间重现性。
背景:尽管弥散加权成像(DWI)在代谢功能障碍相关性脂肪肝(MAFLD)中得到了广泛应用,但文献中的磁共振成像采集和量化技术却各不相同,这表明需要制定可重复的既定方案。本研究的目的是利用对 "快速 "区块的广泛采样、非刚性注册和排除拟合质量差的体素,评估MAFLD患者和健康志愿者的DWI和IVIM衍生参数的访问间和阅读者间的可重复性:从 2019 年 6 月到 2023 年 4 月,31 名受试者(20 名经活检证实的 MAFLD 患者和 11 名健康志愿者)参加了这项经 IRB 批准的研究。受试者在 40 天内接受了两次核磁共振成像检查。使用呼吸触发自旋回波扩散加权回声平面成像序列(b 值为 0、10、20、30、40、50、100、200、400、800 s/mm2)采集 3.0 T DWI。在对 IVIM 模型进行体素非线性回归之前,对 DWI 序列进行了共同注册,并排除了拟合质量较差的体素(归一化均方根误差≥ 0.05)。IVIM 参数(灌注分数,f;扩散系数,D;伪扩散系数,D*)和表观扩散系数(ADC)由两名分析师在两次 MRI 检查中对右肝叶进行手动分割计算得出:结果:报告的所有结果分别为 f、D、D* 和 ADC。对于首次检查的读片者之间的一致性,ICC 分别为 0.985、0.994、0.986 和 0.993。在两次成像检查中评估分析师 1 的阅片员内部一致性时,两次检查之间的 ICC 分别为 0.805、0.759、0.511 和 0.850。对于第一次检查的阅片员之间的一致性,平均偏差和 95 % 的一致性限值分别为 (0.00±0.03)、(-0.01±0.03) × 10-3 mm2/s、(0.70±10.40) × 10-3 mm2/s 和 (-0.02±0.04) × 10-3 mm2/s。在分析仪 1 的读数一致性方面,平均偏差和 95 % 的一致性限值分别为 (0.01 ± 0.09) × 10-3 mm2/s、(-0.01 ± 0.21) × 10-3 mm2/s、(-13.37 ± 56.19) × 10-3 mm2/s、(-0.01 ± 0.16) × 10-3 mm2/s。除了参数 D* 与受试者之间的参数变异有关(P = 0.009)外,受试者、检查或阅读者之间没有明显的变异:采用我们的方法,IVIM 参数 f、D、D* 和 ADC 在阅读器之间具有极好的一致性,在检查或阅读器内部具有良好到非常好的一致性,从而显示了 MAFLD 患者和志愿者肝脏 IVIM-DWI 的可重复性。
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来源期刊
Magnetic resonance imaging
Magnetic resonance imaging 医学-核医学
CiteScore
4.70
自引率
4.00%
发文量
194
审稿时长
83 days
期刊介绍: Magnetic Resonance Imaging (MRI) is the first international multidisciplinary journal encompassing physical, life, and clinical science investigations as they relate to the development and use of magnetic resonance imaging. MRI is dedicated to both basic research, technological innovation and applications, providing a single forum for communication among radiologists, physicists, chemists, biochemists, biologists, engineers, internists, pathologists, physiologists, computer scientists, and mathematicians.
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