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使用超声衰减系数算法对肝脏脂肪定量测量的优化。

Optimization of measurements with an ultrasound attenuation coefficient algorithm for quantifying liver fat.

作者信息

Ferraioli Giovanna, Roccarina Davide, Kumada Takashi, Ogawa Sadanobu, Yoshida Yuichi, Hirooka Masashi, Barr Richard G

机构信息

Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Campus della Salute, Pavia, Italy.

SOD Medicina Interna ed Epatologia, Azienda Ospedaliero-Universitaria Careggi, Firenze, Italy.

出版信息

Eur Radiol. 2025 Sep 5. doi: 10.1007/s00330-025-11906-5.

Abstract

OBJECTIVES

Methods for measuring the ultrasound attenuation coefficient (AC) vary across different systems. Some have fixed regions of interest (ROI) while others have movable ROIs. Aims were to evaluate whether, using a system with a fixed ROI, correlation between AC and MRI proton density fat fraction (MRI-PDFF), and performance could be improved by (i) reducing fixed ROI length to 30 mm, changing starting point from the transducer, and (ii) using a movable ROI at different depths.

MATERIALS AND METHODS

In this retrospective multicenter study, AC measurements were performed with the Arietta 850 system, and raw data were automatically stored. AC values were obtained using a standard commercial algorithm (ROI-setting1, 35-75 mm from transducer). Raw data were successively reprocessed externally using a fixed 45-75 mm ROI (ROI-setting2) and a movable 30 mm ROI positioned with the top at 20 mm (ROI-setting3) and 25 mm below the liver capsule (ROI-setting4). Spearman rho and area under the receiver operating characteristics curve (AUROC) were used to assess correlation with MRI-PDFF and performance, respectively, and the Delong test was used to compare AUROCs.

RESULTS

Seven hundred fifty participants (median age: 65 [52, 73] years; 384 males) were included. Correlation of ROI-setting1 with MRI-PDFF was 0.75 (0.72, 0.78), reaching 0.80 (0.77, 0.82) with ROI-setting4. Overall, ROI-setting4 showed significantly the best performance across steatosis grades. AUROCs for S > 0 were 0.90 (0.87, 0.92) for ROI-setting1 and 0.92 (0.90, 0.94) with ROI-setting4 (p < 0.001). This latter performed significantly better than all other settings in participants with obesity and skin-to-liver distance > 25 mm (p < 0.05).

CONCLUSIONS

A movable ROI improves both AC correlation with MRI-PDFF and performance. The highest improvement was with the ROI top 25 mm below the liver capsule.

KEY POINTS

Question It remains uncertain whether utilizing an ROI at a fixed position from the transducer is optimal for ultrasound AC measurements. Findings The highest AC performance and correlation with MRI-PDFF were observed with a movable ROI positioned with the top at 25 mm under the liver capsule. Clinical relevance A movable ROI with consistent sub-capsular placement improves both correlation between AC and MRI-PDFF, as well as its performance, whereas in individuals with a skin-to-liver capsule distance > 25 mm, a fixed ROI position significantly decreases AC performance.

摘要

目的

不同系统测量超声衰减系数(AC)的方法各不相同。有些系统具有固定的感兴趣区域(ROI),而另一些则具有可移动的ROI。本研究旨在评估,对于使用固定ROI的系统,通过以下方式能否改善AC与MRI质子密度脂肪分数(MRI-PDFF)之间的相关性及性能:(i)将固定ROI长度缩短至30mm,改变换能器的起始点;(ii)在不同深度使用可移动ROI。

材料与方法

在这项回顾性多中心研究中,使用Arietta 850系统进行AC测量,并自动存储原始数据。使用标准商业算法(ROI设置1,距换能器35 - 75mm)获取AC值。原始数据随后在外部依次使用固定的45 - 75mm ROI(ROI设置2)和顶部位于肝包膜下方20mm(ROI设置3)及25mm(ROI设置4)的30mm可移动ROI进行重新处理。分别使用Spearman秩相关系数和受试者操作特征曲线下面积(AUROC)评估与MRI-PDFF的相关性及性能,并使用德龙检验比较AUROC。

结果

纳入750名参与者(中位年龄:65[52, 73]岁;384名男性)。ROI设置1与MRI-PDFF的相关性为0.75(0.72, 0.78),ROI设置4时达到0.80(0.77, 0.82)。总体而言,ROI设置4在各脂肪变性分级中表现出显著最佳性能。S>0时,ROI设置1的AUROC为0.90(0.87, 0.92),ROI设置4为0.92(0.90, 0.94)(p<0.001)。在肥胖且皮肤至肝脏距离>25mm的参与者中,后者的表现明显优于所有其他设置(p<0.05)。

结论

可移动ROI可改善AC与MRI-PDFF的相关性及性能。在肝包膜下方25mm处的ROI改善最为显著。

关键点

问题 对于超声AC测量,从换能器固定位置使用ROI是否最佳仍不确定。发现 观察到在肝包膜下方25mm处设置可移动ROI时,AC性能最高且与MRI-PDFF相关性最佳。临床意义 一致的包膜下放置可移动ROI可改善AC与MRI-PDFF之间的相关性及其性能,而在皮肤至肝包膜距离>25mm的个体中,固定ROI位置会显著降低AC性能。

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