Jiang Hanyu, Li Binrong, Zheng Tianying, Qin Yun, Wu Yuanan, Wu Zhenru, Ronot Maxime, Chernyak Victoria, Fowler Kathryn J, Bashir Mustafa R, Chen Weixia, Wang Yuan-Cheng, Ju Shenghong, Song Bin
Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, Jiangsu, China.
Eur Radiol. 2025 Jun;35(6):3223-3237. doi: 10.1007/s00330-024-11295-1. Epub 2024 Dec 19.
To develop and externally validate an MRI-based diagnostic model for microvascular invasion (MVI) or Edmondson-Steiner G3/4 (i.e., high-risk histopathology) in solitary BCLC 0/A hepatocellular carcinoma (HCC) ≤ 5 cm and to assess its performance in predicting adjuvant therapy benefits.
This multicenter retrospective cohort study included 577 consecutive adult patients who underwent contrast-enhanced MRI and subsequent curative resection or ablation for solitary BCLC 0/A HCC ≤ 5 cm (December 2011 to January 2024) from four hospitals. For resection-treated patients, a diagnostic model integrating clinical and 50 semantic MRI features was developed against pathology with logistic regression analyses on the training set (center 1) and externally validated on the testing dataset (centers 2-4), with its utilities in predicting posttreatment recurrence-free survival (RFS) and adjuvant therapy benefit evaluated by Cox regression analyses.
Serum α-fetoprotein > 100 ng/mL (odds ratio (OR), 1.94; p = 0.006), non-simple nodular growth subtype (OR, 1.69; p = 0.03), and the VICT2 trait (OR, 4.49; p < 0.001) were included in the MVI or high-grade (MHG) trait, with testing set AUC, sensitivity, and specificity of 0.832, 74.0%, and 82.5%, respectively. In the multivariable Cox analysis, the MHG-positive status was associated with worse RFS (resection testing set HR, 3.55, p = 0.02; ablation HR, 3.45, p < 0.001), and adjuvant therapy was associated with improved RFS only for the MHG-positive patients (resection HR, 0.39, p < 0.001; ablation HR, 0.30, p = 0.005).
The MHG trait effectively predicted high-risk histopathology, RFS and adjuvant therapy benefit among patients receiving curative resection or ablation for solitary BCLC 0/A HCC ≤ 5 cm.
Question Despite being associated with increased recurrence and potential benefit from adjuvancy in HCC, microvascular invasion or Edmondson-Steiner grade 3/4 are hardly assessable noninvasively. Findings We developed and externally validated an MRI-based model for predicting high-risk histopathology, post-resection/ablation recurrence-free survival, and adjuvant therapy benefit in solitary HCC ≤ 5 cm. Clinical relevance Among patients receiving curative-intent resection or ablation for solitary HCC ≤ 5 cm, noninvasive identification of high-risk histopathology (MVI or high-grade) using our proposed MRI model may help improve individualized prognostication and patient selection for adjuvant therapies.
开发并外部验证一种基于磁共振成像(MRI)的诊断模型,用于预测孤立性巴塞罗那临床肝癌分期(BCLC)0/A期、直径≤5 cm的肝细胞癌(HCC)的微血管侵犯(MVI)或埃德蒙森-斯坦纳G3/4级(即高危组织病理学),并评估其在预测辅助治疗获益方面的性能。
这项多中心回顾性队列研究纳入了2011年12月至2024年1月期间在四家医院连续接受对比增强MRI检查并随后对直径≤5 cm的孤立性BCLC 0/A期HCC进行根治性切除或消融的577例成年患者。对于接受手术治疗的患者,通过对训练集(中心1)进行逻辑回归分析,开发了一种整合临床和50个语义MRI特征的诊断模型,并在测试数据集(中心2 - 4)上进行外部验证,通过Cox回归分析评估其在预测治疗后无复发生存期(RFS)和辅助治疗获益方面的效用。
血清甲胎蛋白>100 ng/mL(比值比(OR),1.94;p = 0.006)、非单纯结节性生长亚型(OR,1.69;p = 0.03)和VICT2特征(OR,4.49;p < 0.001)被纳入MVI或高级别(MHG)特征,测试集的曲线下面积(AUC)、敏感性和特异性分别为0.832、74.0%和82.5%。在多变量Cox分析中,MHG阳性状态与较差的RFS相关(手术测试集风险比(HR),3.55,p = 0.02;消融HR,3.45,p < 0.001),并且辅助治疗仅对MHG阳性患者的RFS有改善作用(手术HR,0.39,p < 0.001;消融HR,0.30,p = 0.005)。
MHG特征有效地预测了接受根治性切除或消融的直径≤5 cm的孤立性BCLC 0/A期HCC患者的高危组织病理学、RFS和辅助治疗获益。
问题尽管MVI或埃德蒙森-斯坦纳3/4级与HCC复发增加及辅助治疗潜在获益相关,但很难通过非侵入性方法进行评估。发现我们开发并外部验证了一种基于MRI的模型,用于预测直径≤5 cm的孤立性HCC的高危组织病理学、切除/消融后无复发生存期和辅助治疗获益。临床意义在接受根治性切除或消融的直径≤5 cm的孤立性HCC患者中,使用我们提出的MRI模型对高危组织病理学(MVI或高级别)进行非侵入性识别可能有助于改善个体化预后评估和辅助治疗的患者选择。