Vessels encapsulating tumor clusters contribute to the intratumor heterogeneity of HCC on Gd-EOB-DTPA-enhanced MRI.

IF 5.6 2区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY
Hepatology Communications Pub Date : 2024-12-11 eCollection Date: 2025-01-01 DOI:10.1097/HC9.0000000000000593
Kosuke Matsuda, Akihisa Ueno, Junya Tsuzaki, Yutaka Kurebayashi, Yohei Masugi, Ken Yamazaki, Masashi Tamura, Yuta Abe, Yasushi Hasegawa, Minoru Kitago, Masahiro Jinzaki, Michiie Sakamoto
{"title":"Vessels encapsulating tumor clusters contribute to the intratumor heterogeneity of HCC on Gd-EOB-DTPA-enhanced MRI.","authors":"Kosuke Matsuda, Akihisa Ueno, Junya Tsuzaki, Yutaka Kurebayashi, Yohei Masugi, Ken Yamazaki, Masashi Tamura, Yuta Abe, Yasushi Hasegawa, Minoru Kitago, Masahiro Jinzaki, Michiie Sakamoto","doi":"10.1097/HC9.0000000000000593","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Vessels encapsulating tumor clusters (VETC) pattern is tumor vasculature of HCC and is a predictor of prognosis and therapeutic efficacy. Recent radiological studies have demonstrated the predictability of VETC from preoperative images, but the mechanisms of image formation are not elucidated. This study aims to determine the relationship between VETC and intratumor heterogeneity in Gd-EOB-DTPA-enhanced magnetic resonance imaging (EOB-MRI) and to provide its pathological evidence.</p><p><strong>Methods: </strong>Radiologists visually classified preoperative arterial- and hepatobiliary-phase EOB-MRI images of 204 surgically resected HCCs into patterns based on heterogeneity and signal intensity; these classifications were validated using texture analysis. Single and multiplex immunohistochemistry for CD34, h-caldesmon, and OATP1B3 were performed to evaluate VETC, arterial vessel density (AVD), and OATP1B3 expression. Recurrence-free survival was assessed using the generalized Wilcoxon test. The contribution of clinicoradiological factors to the prediction of VETC was evaluated by random forest and least absolute shrinkage and selection operator regression.</p><p><strong>Results: </strong>VETC was frequently found in tumors with arterial-phase heterogeneous hyper-enhancement patterns and in tumors with hepatobiliary-phase heterogeneous hyperintense/isointense patterns (HBP-Hetero). AVD and OATP1B3 expression positively correlated with signal intensity in the arterial and hepatobiliary phases, respectively. Intratumor spatial analysis revealed that AVD and OATP1B3 expression were lower in VETC regions than in tumor regions without VETC. Patients with HBP-Hetero tumors had shorter recurrence-free survival. Machine learning models highlighted the importance of serum PIVKA-II, tumor size, and enhancement pattern of arterial and hepatobiliary phase for VETC prediction.</p><p><strong>Conclusions: </strong>VETC is associated with local reductions of both AVD and OATP1B3 expression, likely contributing to heterogeneous enhancement patterns in EOB-MRI. Evaluation of the arterial and hepatobiliary phases of EOB-MRI would enhance the predictability of VETC.</p>","PeriodicalId":12978,"journal":{"name":"Hepatology Communications","volume":"9 1","pages":""},"PeriodicalIF":5.6000,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11637751/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hepatology Communications","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/HC9.0000000000000593","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Vessels encapsulating tumor clusters (VETC) pattern is tumor vasculature of HCC and is a predictor of prognosis and therapeutic efficacy. Recent radiological studies have demonstrated the predictability of VETC from preoperative images, but the mechanisms of image formation are not elucidated. This study aims to determine the relationship between VETC and intratumor heterogeneity in Gd-EOB-DTPA-enhanced magnetic resonance imaging (EOB-MRI) and to provide its pathological evidence.

Methods: Radiologists visually classified preoperative arterial- and hepatobiliary-phase EOB-MRI images of 204 surgically resected HCCs into patterns based on heterogeneity and signal intensity; these classifications were validated using texture analysis. Single and multiplex immunohistochemistry for CD34, h-caldesmon, and OATP1B3 were performed to evaluate VETC, arterial vessel density (AVD), and OATP1B3 expression. Recurrence-free survival was assessed using the generalized Wilcoxon test. The contribution of clinicoradiological factors to the prediction of VETC was evaluated by random forest and least absolute shrinkage and selection operator regression.

Results: VETC was frequently found in tumors with arterial-phase heterogeneous hyper-enhancement patterns and in tumors with hepatobiliary-phase heterogeneous hyperintense/isointense patterns (HBP-Hetero). AVD and OATP1B3 expression positively correlated with signal intensity in the arterial and hepatobiliary phases, respectively. Intratumor spatial analysis revealed that AVD and OATP1B3 expression were lower in VETC regions than in tumor regions without VETC. Patients with HBP-Hetero tumors had shorter recurrence-free survival. Machine learning models highlighted the importance of serum PIVKA-II, tumor size, and enhancement pattern of arterial and hepatobiliary phase for VETC prediction.

Conclusions: VETC is associated with local reductions of both AVD and OATP1B3 expression, likely contributing to heterogeneous enhancement patterns in EOB-MRI. Evaluation of the arterial and hepatobiliary phases of EOB-MRI would enhance the predictability of VETC.

gd - eob - dtpa增强MRI显示,包裹肿瘤簇的血管有助于HCC的肿瘤内异质性。
背景:血管包裹肿瘤簇(VETC)模式是 HCC 的肿瘤血管结构,是预后和疗效的预测指标。最近的放射学研究表明,术前图像可预测 VETC,但图像形成的机制尚未阐明。本研究旨在确定 Gd-EOB-DTPA 增强磁共振成像(EOB-MRI)中 VETC 与肿瘤内异质性之间的关系,并提供其病理证据:放射科医生根据异质性和信号强度对 204 例手术切除的 HCC 的术前动脉期和肝胆期 EOB-MRI 图像进行视觉分类,并通过纹理分析对这些分类进行验证。对CD34、h-caldesmon和OATP1B3进行了单一和多重免疫组化,以评估VETC、动脉血管密度(AVD)和OATP1B3的表达。采用广义 Wilcoxon 检验评估无复发生存率。通过随机森林、最小绝对收缩和选择算子回归评估了临床放射学因素对预测VETC的贡献:结果:VETC经常出现在具有动脉期异质高增强模式的肿瘤和具有肝胆期异质高密度/等密度模式(HBP-Hetero)的肿瘤中。AVD和OATP1B3的表达分别与动脉期和肝胆期的信号强度呈正相关。肿瘤内空间分析显示,VETC区域的AVD和OATP1B3表达低于无VETC的肿瘤区域。HBP-Hetero肿瘤患者的无复发生存期较短。机器学习模型强调了血清PIVKA-II、肿瘤大小以及动脉期和肝胆期增强模式对VETC预测的重要性:VETC与AVD和OATP1B3的局部表达减少有关,这可能是EOB-MRI中异质增强模式的原因。对 EOB-MRI 的动脉期和肝胆期进行评估将提高 VETC 的可预测性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Hepatology Communications
Hepatology Communications GASTROENTEROLOGY & HEPATOLOGY-
CiteScore
8.00
自引率
2.00%
发文量
248
审稿时长
8 weeks
期刊介绍: Hepatology Communications is a peer-reviewed, online-only, open access journal for fast dissemination of high quality basic, translational, and clinical research in hepatology. Hepatology Communications maintains high standard and rigorous peer review. Because of its open access nature, authors retain the copyright to their works, all articles are immediately available and free to read and share, and it is fully compliant with funder and institutional mandates. The journal is committed to fast publication and author satisfaction. ​
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信