Quantification of Hepatocellular Carcinoma Vascular Dynamics With Contrast-Enhanced Ultrasound for LI-RADS Implementation.

IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Investigative Radiology Pub Date : 2024-04-01 Epub Date: 2023-09-19 DOI:10.1097/RLI.0000000000001022
Connor Krolak, Manjiri Dighe, Alicia Clark, Marissa Shumaker, Raymond Yeung, Richard G Barr, Yuko Kono, Michalakis Averkiou
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Abstract

Objective: The aim of this study is to describe a comprehensive contrast-enhanced ultrasound (CEUS) imaging protocol and analysis method to implement CEUS LI-RADS (Liver Imaging Reporting and Data System) in a quantifiable manner. The methods that are validated with a prospective single-center study aim to simplify CEUS LI-RADS evaluation, remove observer bias, and potentially improve the sensitivity of CEUS LI-RADS.

Materials and methods: This prospective single-center study enrolled patients with hepatocellular carcinoma (April 2021-June 2022; N = 31; mean age ± SD, 67 ± 6 years; 24 men/7 women). For each patient, at least 2 CEUS loops spanning over 5 minutes were collected for different lesion scan planes using an articulated arm to hold the transducer. Automatic respiratory gating and motion compensation algorithms removed errors due to breathing motion. The long axis of the lesion was measured in the contrast and fundamental images to capture nodule size. Parametric processing of time-intensity curve analysis on linearized data provided quantifiable information of the wash-in and washout dynamics via rise time ( RT ) and degree of washout ( DW ) parameters extracted from the time-intensity curve, respectively. A Welch t test was performed between lesion and parenchyma RT for each lesion to confirm statistically significant differences. P values for bootstrapped 95% confidence intervals of the relative degree of washout ( rDW ), ratio of DW between the lesion and surrounding parenchyma, were computed to quantify lesion washout. Coefficient of variation (COV) of RT , DW , and rDW was calculated for each patient between injections for both the lesion and surrounding parenchyma to gauge reproducibility of these metrics. Spearman rank correlation tests were performed among size, RT , DW , and rDW values to evaluate statistical dependence between the variables.

Results: The mean ± SD lesion diameter was 23 ± 8 mm. The RT for all lesions, capturing arterial phase hyperenhancement, was shorter than that of surrounding liver parenchyma ( P < 0.05). All lesions also demonstrated significant ( P < 0.05) but variable levels of washout at both 2-minute and 5-minute time points, quantified in rDW . The COV of RT for the lesion and surrounding parenchyma were both 11%, and the COV of DW and rDW at 2 and 5 minutes ranged from 22% to 31%. Statistically significant relationships between lesion and parenchyma RT and between lesion RT and lesion DW at the 2- and 5-minute time points were found ( P < 0.05).

Conclusions: The imaging protocol and analysis method presented provide robust, quantitative metrics that describe the dynamic vascular patterns of LI-RADS 5 lesions classified as hepatocellular carcinomas. The RT of the bolus transit quantifies the arterial phase hyperenhancement, and the DW and rDW parameters quantify the washout from linearized CEUS intensity data. This unique methodology is able to implement the CEUS-LIRADS scheme in a quantifiable manner for the first time and remove its existing issues of currently being qualitative and suffering from subjective evaluations.

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用于LI-RADS实施的对比增强超声对肝细胞癌血管动力学的量化。
目的:本研究的目的是描述一种全面的增强超声(CEUS)成像协议和分析方法,以量化的方式实现CEUS LI-RADS(肝脏成像报告和数据系统)。通过前瞻性单中心研究验证的方法旨在简化CEUS LI-RADS的评估,消除观察者的偏见,并潜在地提高CEUS LI-LADS的灵敏度。材料和方法:这项前瞻性单中心研究纳入了肝细胞癌患者(2021年4月至2022年6月;N=31;平均年龄±SD,67±6岁;24名男性/7名女性)。对于每个患者,使用关节臂固定换能器,为不同的病变扫描平面收集至少2个跨越5分钟的CEUS环。自动呼吸门控和运动补偿算法消除了由于呼吸运动引起的误差。在对比图像和基础图像中测量病变的长轴,以捕捉结节大小。对线性化数据的时间-强度曲线分析的参数化处理分别通过从时间-强度图中提取的上升时间(RT)和冲刷程度(DW)参数提供了冲刷和冲刷动力学的可量化信息。对每个病变的病变和实质RT进行Welch t检验,以确认统计学上的显著差异。计算相对冲洗度(rDW)的自举95%置信区间的P值,即病变和周围实质之间的DW比率,以量化病变冲洗。计算每位患者在注射病变和周围薄壁组织之间的RT、DW和rDW的变异系数(COV),以衡量这些指标的可重复性。在大小、RT、DW和rDW值之间进行Spearman秩相关检验,以评估变量之间的统计相关性。结果:平均±SD病变直径为23±8mm。所有病变的RT,捕捉动脉期过度增强,比周围肝实质的RT短(P<0.05)。所有病变在2分钟和5分钟时间点也表现出显著(P<0.05)但不同程度的冲刷,用rDW定量。病变和周围软组织的RT的COV均为11%,DW和rDW在2分钟和5分钟的COV范围为22%至31%。在2分钟和5分钟的时间点,病变和实质RT之间以及病变RT和病变DW之间存在统计学上显著的关系(P<0.05)。结论:所提出的成像方案和分析方法提供了可靠的定量指标,可以描述归类为肝细胞癌的LI-RADS 5病变的动态血管模式。推注传输的RT量化动脉期过度增强,DW和rDW参数量化线性化CEUS强度数据的冲刷。这种独特的方法能够首次以可量化的方式实施CEUS-LIRADS计划,并消除其目前存在的定性和主观评价问题。
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来源期刊
Investigative Radiology
Investigative Radiology 医学-核医学
CiteScore
15.10
自引率
16.40%
发文量
188
审稿时长
4-8 weeks
期刊介绍: Investigative Radiology publishes original, peer-reviewed reports on clinical and laboratory investigations in diagnostic imaging, the diagnostic use of radioactive isotopes, computed tomography, positron emission tomography, magnetic resonance imaging, ultrasound, digital subtraction angiography, and related modalities. Emphasis is on early and timely publication. Primarily research-oriented, the journal also includes a wide variety of features of interest to clinical radiologists.
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