Preoperative Gadoxetic Acid-Enhanced MRI Features for Evaluation of Vessels Encapsulating Tumor Clusters and Microvascular Invasion in Hepatocellular Carcinoma: Creating Nomograms for Risk Assessment

被引:3
|
作者
Qu, Qi [1 ,2 ]
Liu, Zixin [1 ,2 ]
Lu, Mengtian [1 ,2 ]
Xu, Lei [2 ]
Zhang, Jiyun [2 ]
Liu, Maotong [2 ]
Jiang, Jifeng [2 ]
Gu, Chunyan [3 ]
Ma, Qinrong [3 ]
Huang, Aina [2 ]
Zhang, Xueqin [2 ,5 ]
Zhang, Tao [2 ,4 ]
机构
[1] Nantong Univ, Nantong, Jiangsu, Peoples R China
[2] Nantong Univ, Affiliated Nantong Hosp 3, Nantong Peoples Hosp 3, Dept Radiol, Nantong, Jiangsu, Peoples R China
[3] Nantong Univ, Affiliated Nantong Hosp 3, Nantong Peoples Hosp 3, Dept Pathol, Nantong, Jiangsu, Peoples R China
[4] Nantong Univ, Affiliated Nantong Hosp 3, Nantong Peoples Hosp 3, Dept Radiol, 60 YouthMiddle Rd, Nantong 226000, Jiangsu, Peoples R China
[5] Nantong Univ, Affiliated Nantong Hosp 3, Nantong Peoples Hosp 3, Dept Radiol, 60 Youth Middle Rd, Nantong 226000, Jiangsu, Peoples R China
关键词
hepatocellular carcinoma; microvessel; gadoxetic acid; nomograms; ANGIOGENESIS; PATTERN;
D O I
10.1002/jmri.29187
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: Vessels encapsulating tumor cluster (VETC) and microvascular invasion (MVI) have a synergistic effect on prognosis assessment and treatment selection of hepatocellular carcinoma (HCC). Preoperative noninvasive evaluation of VETC and MVI is important.Purpose: To explore the diagnosis value of preoperative gadoxetic acid (GA)-enhanced magnetic resonance imaging (MRI) features for MVI, VETC, and recurrence-free survival (RFS) in HCC.Study Type: Retrospective.Population240 post-surgery patients with 274 pathologically confirmed HCC (allocated to training and validation cohorts with a 7:3 ratio) and available tumor marker data from August 2014 to December 2021.Field Strength/Sequence3-T, T1-, T2-, diffusion-weighted imaging, in/out-phase imaging, and dynamic contrast-enhanced imaging.Assessment: Three radiologists subjectively reviewed preoperative MRI, evaluated clinical and conventional imaging features associated with MVI+, VETC+, and MVI+/VETC+ HCC. Regression-based nomograms were developed for HCC in the training cohort. Based on the nomograms, the RFS prognostic stratification system was further. Follow-up occurred every 3-6 months.Statistical Tests: Chi-squared test or Fisher's exact test, Mann-Whitney U-test or t-test, least absolute shrinkage and selection operator-penalized, multivariable logistic regression analyses, receiver operating characteristic analysis, Harrell's concordance index (C-index), Kaplan-Meier plots. Significance level: P < 0.05.Results: In the training group, 44 patients with MVI+ and 74 patients with VETC+ were histologically confirmed. Three nomograms showed good performance in the training (C-indices: MVI+ vs. VETC+ vs. MVI+/VETC+, 0.892 vs. 0.848 vs. 0.910) and validation (C-indices: MVI+ vs. VETC+ vs. MVI+/VETC+, 0.839 vs. 0.810 vs. 0.855) cohorts. The median follow-up duration for the training cohort was 43.6 (95% CI, 35.0-52.2) months and 25.8 (95% CI, 16.1-35.6) months for the validation cohort. Patients with either pathologically confirmed or nomogram-estimated MVI, VETC, and MVI+/VETC+ suffered higher risk of recurrence.Data Conclusion: GA-enhanced MRI and clinical variables might assist in preoperative estimation of MVI, VETC, and MVI+/VETC+ in HCC.Evidence Level: 4Technical Efficacy: Stage 2
引用
收藏
页码:1094 / 1110
页数:17
相关论文
共 50 条
  • [31] Development and External Validation of a Radiomics Model Derived from Preoperative Gadoxetic Acid-Enhanced MRI for Predicting Histopathologic Grade of Hepatocellular Carcinoma
    Hu, Xiaojun
    Li, Changfeng
    Wang, Qiang
    Wu, Xueyun
    Chen, Zhiyu
    Xia, Feng
    Cai, Ping
    Zhang, Leida
    Fan, Yingfang
    Ma, Kuansheng
    DIAGNOSTICS, 2023, 13 (03)
  • [32] Prediction of microvascular invasion of hepatocellular carcinoma using gadoxetic acid-enhanced MR and 18F-FDG PET/CT
    Su Yeon Ahn
    Jeong Min Lee
    Ijin Joo
    Eun Sun Lee
    Soo Jin Lee
    Gi Jeong Cheon
    Joon Koo Han
    Byung Ihn Choi
    Abdominal Imaging, 2015, 40 : 843 - 851
  • [33] Preoperative prediction of microvascular invasion risk in hepatocellular carcinoma with MRI: peritumoral versus tumor region
    Wei, Guangya
    Fang, Guoxu
    Guo, Pengfei
    Fang, Peng
    Wang, Tongming
    Lin, Kecan
    Liu, Jingfeng
    INSIGHTS INTO IMAGING, 2024, 15 (01):
  • [34] Retrospective analysis of current guidelines for hepatocellular carcinoma diagnosis on gadoxetic acid-enhanced MRI in at-risk patients
    Park, So Hyun
    Shim, Young Sup
    Kim, Bohyun
    Kim, So Yeon
    Kim, Yun Soo
    Huh, Jimi
    Park, Ji Hyun
    Kim, Kyung Won
    Lee, Seung Soo
    EUROPEAN RADIOLOGY, 2021, 31 (07) : 4751 - 4763
  • [35] Prediction of microvascular invasion of hepatocellular carcinoma using gadoxetic acid-enhanced MR and 18F-FDG PET/CT
    Ahn, Su Yeon
    Lee, Jeong Min
    Joo, Ijin
    Lee, Eun Sun
    Lee, Soo Jin
    Cheon, Gi Jeong
    Han, Joon Koo
    Choi, Byung Ihn
    ABDOMINAL IMAGING, 2015, 40 (04): : 843 - 851
  • [36] A new horizon in risk stratification of hepatocellular carcinoma by integrating vessels that encapsulate tumor clusters and microvascular invasion
    Lianghe Lu
    Wei Wei
    Chaoyun Huang
    Shaohua Li
    Chong Zhong
    Jiahong Wang
    Wushen Yu
    Yongfa Zhang
    Minshan Chen
    Yihong Ling
    Rongping Guo
    Hepatology International, 2021, 15 : 651 - 662
  • [37] LI-RADS category 5 hepatocellular carcinoma: preoperative gadoxetic acid-enhanced MRI for early recurrence risk stratification after curative resection
    Wei, Hong
    Jiang, Hanyu
    Zheng, Tianying
    Zhang, Zhen
    Yang, Caiwei
    Ye, Zheng
    Duan, Ting
    Song, Bin
    EUROPEAN RADIOLOGY, 2021, 31 (04) : 2289 - 2302
  • [38] Gadoxetic Acid-Enhanced MRI Features for Predicting Treatment Outcomes of Early Hepatocellular Carcinoma (< 3 cm) After Transarterial Chemoembolization
    Lee, Byung Chan
    Jeong, Yong Yeon
    Heo, Suk Hee
    Kim, Hyoung Ook
    Park, Chan
    Shin, Sang Soo
    Cho, Sung Bum
    Koh, Yang Seok
    ACADEMIC RADIOLOGY, 2022, 29 (09) : E178 - E188
  • [39] Deep Learning Radiomics Model of Dynamic Contrast-Enhanced MRI for Evaluating Vessels Encapsulating Tumor Clusters and Prognosis in Hepatocellular Carcinoma
    Dong, Xue
    Yang, Jiawen
    Zhang, Binhao
    Li, Yujing
    Wang, Guanliang
    Chen, Jinyao
    Wei, Yuguo
    Zhang, Huangqi
    Chen, Qingqing
    Jin, Shengze
    Wang, Lingxia
    He, Haiqing
    Gan, Meifu
    Ji, Wenbin
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2023, : 108 - 119
  • [40] Identification of vessels encapsulating tumor clusters in solitary hepatocellular carcinoma via imaging biomarkers in preoperative contrast-enhanced magnetic resonance imaging
    Li, Zongwen
    Song, Wenlong
    Zhang, Jiayan
    Li, Qian
    Song, Zuhua
    Ren, Xiaofang
    Wen, Youjia
    Li, Xintong
    Yao, Hui
    Gao, Yunjing
    Tang, Zhuoyue
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2024, 14 (12) : 8586 - 8600