Biomechanical Assessment of Liver Integrity: Prospective Evaluation of Mechanical Versus Acoustic MR Elastography.

IF 3.3 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Vitali Koch, Jennifer Gotta, Victoria Chernyak, Duygu Cengiz, Katerina Torgashov, Katrin Eichler, Valérie Vilgrain, Simon S Martin, Nicole S Ziegengeist, Paul Konrad, Christian Booz, Ibrahim Yel, Tommaso D'Angelo, Scherwin Mahmoudi, Jan-Erik Scholtz, Simon Bernatz, Leona S Alizadeh, Marina Cimprich, Levent A Solim, Axel Thalhammer, Tatjana Gruber-Rouh, Renate M Hammerstingl, Stefan Zeuzem, Fabian Finkelmeier, Anita Pathil-Warth, Melis Onay, Maximilian N Kinzler, Omar Darwish, Giacomo Annio, Stuart A Taylor, Peter Wild, Iulia Dahmer, Eva Herrmann, Haidara Almansour, Thomas J Vogl, Leon D Gruenewald, Ralph Sinkus
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引用次数: 0

Abstract

Background: Magnetic resonance elastography (MRE) can quantify tissue biomechanics noninvasively, including pathological hepatic states like metabolic dysfunction-associated steatohepatitis.

Purpose: To compare the performance of 2D/3D-MRE using the gravitational (GT) transducer concept with the current commercial acoustic (AC) solution utilizing a 2D-MRE approach. Additionally, quality index markers (QIs) were proposed to identify image pixels with sufficient quality for reliably estimating tissue biomechanics.

Study type: Prospective.

Population: One hundred seventy participants with suspected or confirmed liver disease (median age, 57 years [interquartile range (IQR), 46-65]; 66 females), and 11 healthy volunteers (median age, 31 years [IQR, 27-34]; 5 females).

Field strength/sequence: Participants were scanned twice at 1.5 T and 60 Hz vibration frequency: first, using AC-MRE (2D-MRE, spin-echo EPI sequence, 11 seconds breath-hold), and second, using GT-MRE (2D- and 3D-MRE, gradient-echo sequence, 14 seconds breath-hold).

Assessment: Image analysis was performed by four independent radiologists and one biomedical engineer. Additionally, superimposed analytic plane shear waves of known wavelength and attenuation at fixed shear modulus were used to propose pertinent QIs.

Statistical tests: Spearman's correlation coefficient (r) was applied to assess the correlation between modalities. Interreader reproducibility was evaluated using Bland-Altman bias and reproducibility coefficients. P-values <0.05 were considered statistically significant.

Results: Liver stiffness quantified via GT-2D/3D correlated well with AC-2D (r ≥ 0.89 [95% CI: 0.85-0.92]) and histopathological grading (r ≥ 0.84 [95% CI: 0.72-0.91]), demonstrating excellent agreement in Bland-Altman plots and between readers (κ ≥ 0.86 [95% CI: 0.81-0.91]). However, GT-2D showed a bias in overestimating stiffness compared to GT-3D. Proposed QIs enabled the identification of pixels deviating beyond 10% from true stiffness based on a combination of total wave amplitude, temporal sinusoidal nonlinearity, and wave signal-to-noise ratio for GT-3D.

Conclusion: GT-MRE represents an alternative to AC-MRE for noninvasive liver tissue characterization. Both GT-2D and 3D approaches correlated strongly with the established commercial approach, offering advanced capabilities in abdominal imaging compared to AC-MRE.

Evidence level: 1 TECHNICAL EFFICACY: Stage 2.

肝脏完整性的生物力学评估:机械磁共振弹性成像与声学磁共振弹性成像的前瞻性评估。
背景:目的:比较使用重力(GT)传感器概念的 2D/3D-MRE 与目前使用 2D-MRE 方法的商业声学(AC)解决方案的性能。此外,还提出了质量指标标记(QIs),以识别具有足够质量的图像像素,从而可靠地估计组织生物力学:研究类型:前瞻性:170名疑似或确诊肝病患者(中位年龄57岁[四分位距(IQR)46-65];66名女性)和11名健康志愿者(中位年龄31岁[四分位距(IQR)27-34];5名女性):参与者在 1.5 T 和 60 Hz 振动频率下接受两次扫描:第一次使用 AC-MRE(二维-MRE,自旋回波 EPI 序列,屏气 11 秒),第二次使用 GT-MRE(二维和三维-MRE,梯度回波序列,屏气 14 秒):图像分析由四名独立的放射科医生和一名生物医学工程师进行。此外,在固定的剪切模量下,使用已知波长和衰减的叠加分析平面剪切波来提出相关的质量指标:斯皮尔曼相关系数(r)用于评估模式之间的相关性。使用 Bland-Altman 偏差和重现性系数评估读数器之间的重现性。P 值 结果:通过GT-2D/3D量化的肝脏僵硬度与AC-2D(r≥ 0.89 [95% CI: 0.85-0.92])和组织病理学分级(r≥ 0.84 [95% CI: 0.72-0.91])有很好的相关性,在Bland-Altman图中和阅读器之间显示出很好的一致性(κ ≥ 0.86 [95% CI: 0.81-0.91])。然而,与 GT-3D 相比,GT-2D 显示出高估僵硬度的偏差。根据总波幅、时间正弦非线性和 GT-3D 波信噪比的组合,提出的 QIs 能够识别偏离真实僵硬度 10% 以上的像素:结论:GT-MRE 是替代 AC-MRE 的一种无创肝组织特征描述方法。与 AC-MRE 相比,GT-2D 和 3D 方法都提供了先进的腹部成像功能,与成熟的商业方法密切相关。
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来源期刊
CiteScore
9.70
自引率
6.80%
发文量
494
审稿时长
2 months
期刊介绍: The Journal of Magnetic Resonance Imaging (JMRI) is an international journal devoted to the timely publication of basic and clinical research, educational and review articles, and other information related to the diagnostic applications of magnetic resonance.
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