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经动脉化疗栓塞术后存活肝细胞癌基于MRI的放射学及影像组学模式的动态变化

Dynamic changes of radiological and radiomics patterns based on MRI in viable hepatocellular carcinoma after transarterial chemoembolization.

作者信息

Wang Weilang, Zhang Shuhang, Zhong Binyan, Cai Wu, Gao Lei, Li Binrong, Yao Dandan, Zhao Yuan, Sun Ziying, Zhou Shuwei, Zhang Teng, Chen Xunjun, Ju Shenghong, Wang Yuan-Cheng

机构信息

Zhongda Hospital Southeast University, Nanjing, China.

First Affiliated Hospital of Soochow University, Suzhou, China.

出版信息

Abdom Radiol (NY). 2025 May;50(5):2110-2120. doi: 10.1007/s00261-024-04676-z. Epub 2024 Nov 15.

Abstract

OBJECTIVES

This study aims to analyze the magnetic resonance imaging (MRI) change patterns of viable hepatocellular carcinomas (HCCs) following the initial transarterial chemoembolization (TACE).

METHODS

A retrospective analysis of HCC patients' initial TACE from February 2015 to October 2022 across three centers and a clinical trial (NCT03113955) was conducted. The viability of residual HCCs at one and six months after TACE was evaluated using the LI-RADS Treatment Response Algorithm (LR-TRA) v2024. The radiological and radiomics features of post-TACE viable tumors between baseline and one-month, and between one- and six- months were compared using Wilcoxon signed-rank test and McNemar's test.

RESULTS

A total of 160 viable tumors were included in the study. Viable tumors at one month after TACE exhibited higher T1WI intensity (P =.024), lower T2WI intensity (P =.005), fewer washout features (P <.001), smaller size (P <.001), and higher ADC values (P <.001) compared to baseline HCC imaging.A significant reduction in DWI intensity (P =.002) and ADC values (P <.001) were observed in viable tumors at one month compared to those at six months. There were 82 (45.1%) radiomics features that changed significantly between the baseline and one-month. Only three radiomics features showed statistically significant difference of viable tumors between one- and six-month.

CONCLUSIONS

Compared to the baseline, viable HCCs after TACE demonstrated significant changes of imaging characteristics in a series of radiological and radiomics features at one- and six-month follow-ups.

CLINICAL RELEVANCE STATEMENT

Clinically diagnosing of viable HCCs using radiological methods is challenging. A comprehensive analysis of these imaging characteristics can facilitate the accurate identification of viable tumors.

摘要

目的

本研究旨在分析初次经动脉化疗栓塞术(TACE)后存活肝细胞癌(HCC)的磁共振成像(MRI)变化模式。

方法

对2015年2月至2022年10月期间三个中心的HCC患者初次TACE进行回顾性分析,并开展一项临床试验(NCT03113955)。使用LI-RADS治疗反应算法(LR-TRA)v2024评估TACE术后1个月和6个月时残留HCC的存活情况。采用Wilcoxon符号秩检验和McNemar检验比较基线与1个月之间、1个月与6个月之间TACE术后存活肿瘤的放射学和放射组学特征。

结果

本研究共纳入160个存活肿瘤。与基线HCC成像相比,TACE术后1个月时的存活肿瘤表现出更高的T1WI信号强度(P = 0.024)、更低的T2WI信号强度(P = 0.005)、更少的廓清特征(P < 0.001)、更小的尺寸(P < 0.001)以及更高的表观扩散系数(ADC)值(P < 0.001)。与6个月时的存活肿瘤相比,1个月时的存活肿瘤在扩散加权成像(DWI)信号强度(P = 0.002)和ADC值(P < 0.001)方面均有显著降低。基线与1个月之间有82个(45.1%)放射组学特征发生了显著变化。1个月与6个月之间仅有3个放射组学特征在存活肿瘤中表现出统计学显著差异。

结论

与基线相比,TACE术后存活的HCC在1个月和6个月随访时,在一系列放射学和放射组学特征方面表现出显著的影像学特征变化。

临床相关性声明

临床上使用放射学方法诊断存活HCC具有挑战性。对这些影像学特征进行综合分析有助于准确识别存活肿瘤。

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