经动脉化疗栓塞术后存活肝细胞癌基于核磁共振成像的放射学和放射组学模式的动态变化。

IF 2.3 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Weilang Wang, Shuhang Zhang, Binyan Zhong, Wu Cai, Lei Gao, Binrong Li, Dandan Yao, Yuan Zhao, Ziying Sun, Shuwei Zhou, Teng Zhang, Xunjun Chen, Shenghong Ju, Yuan-Cheng Wang
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引用次数: 0

摘要

研究目的本研究旨在分析首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)变化规律:对2015年2月至2022年10月期间三个中心的HCC患者初次TACE和一项临床试验(NCT03113955)进行了回顾性分析。采用LI-RADS治疗反应算法(LR-TRA)v2024评估了TACE后1个月和6个月残留HCC的存活率。采用Wilcoxon符号秩检验和McNemar's检验比较TACE后存活肿瘤在基线和一个月之间以及在一个月和六个月之间的放射学和放射组学特征:研究共纳入160个存活肿瘤。TACE术后一个月的存活肿瘤表现出更高的T1WI强度(P =.024)、更低的T2WI强度(P =.005)、更少的冲洗特征(P 结论:TACE术后一个月的存活肿瘤表现出更高的T1WI强度(P =.024)、更低的T2WI强度(P =.005)、更少的冲洗特征(P =.005):与基线相比,TACE术后存活的HCC在随访1个月和6个月时在一系列放射学和放射组学特征方面显示出显著的影像学特征变化:使用放射学方法对存活的 HCC 进行临床诊断具有挑战性。对这些成像特征进行综合分析有助于准确识别存活的肿瘤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic changes of radiological and radiomics patterns based on MRI in viable hepatocellular carcinoma after transarterial chemoembolization.

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.

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来源期刊
Abdominal Radiology
Abdominal Radiology Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
5.20
自引率
8.30%
发文量
334
期刊介绍: Abdominal Radiology seeks to meet the professional needs of the abdominal radiologist by publishing clinically pertinent original, review and practice related articles on the gastrointestinal and genitourinary tracts and abdominal interventional and radiologic procedures. Case reports are generally not accepted unless they are the first report of a new disease or condition, or part of a special solicited section. Reasons to Publish Your Article in Abdominal Radiology: · Official journal of the Society of Abdominal Radiology (SAR) · Published in Cooperation with: European Society of Gastrointestinal and Abdominal Radiology (ESGAR) European Society of Urogenital Radiology (ESUR) Asian Society of Abdominal Radiology (ASAR) · Efficient handling and Expeditious review · Author feedback is provided in a mentoring style · Global readership · Readers can earn CME credits
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