Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.
Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
Eur Radiol. 2021 Jun;31(6):4232-4242. doi: 10.1007/s00330-020-07536-8. Epub 2020 Nov 26.
An effective therapeutic option has not yet been established for hepatocellular carcinoma (HCC) invading the hepatic vein (HV) or inferior vena cava (IVC). This study aimed to determine the therapeutic effect of transarterial chemoembolization (TACE) in HCC patients with HV or IVC invasion, and to build a risk prediction model.
Data from patients who underwent TACE as a first-line treatment for HCC invading the HV or IVC between 1997 and 2019 were retrospectively evaluated.
Data from 296 patients were included (1997-2006 comprised the training cohort, n = 174; 2007-2019 comprised the validation cohort, n = 122). The median post-TACE survival was 7.3 months and an objective tumor response was achieved in 34.1% of patients. Multivariable Cox analysis of the training cohort identified five pretreatment factors (maximal tumor size > 10 cm, infiltrative HCC, combined portal vein invasion, extrahepatic metastasis, and ECOG performance status 1), which were used to create predictive models for overall survival. Median overall survival times in the validation cohort were 14 and 4.2 months for the low (sum of risk score: 0-3)- and high-risk (sum of risk score: 4-7) groups, respectively (p < 0.001). Time-dependent ROC curves for the predictive models for overall survival applied to the validation cohort showed acceptable AUC values (0.723 and 0.667 at 6 months and 1 year).
TACE seems effective for selected patients with HCC invading the HV or IVC. The predictive model may help to identify candidates most likely to benefit from TACE.
• To develop a risk prediction model for patients with HCC with HV or IVC invasion treated with TACE, five factors were selected from a multivariate Cox regression model for overall survival. • The combination of these factors helped to identify two prognostic categories: low- and high-risk. • The predictive model can help to select candidates who will benefit most from TACE in this patient group.
对于侵犯肝静脉(HV)或下腔静脉(IVC)的肝细胞癌(HCC),尚未确立有效的治疗选择。本研究旨在确定经动脉化疗栓塞(TACE)治疗 HCC 合并 HV 或 IVC 侵犯患者的治疗效果,并建立风险预测模型。
回顾性评估了 1997 年至 2019 年间接受 TACE 作为 HCC 侵犯 HV 或 IVC 的一线治疗的患者的数据。
纳入 296 例患者的数据(1997-2006 年为训练队列,n = 174;2007-2019 年为验证队列,n = 122)。TACE 后中位生存时间为 7.3 个月,34.1%的患者达到客观肿瘤缓解。训练队列的多变量 Cox 分析确定了五个预处理因素(最大肿瘤直径> 10 cm、浸润性 HCC、门静脉联合侵犯、肝外转移和 ECOG 表现状态 1),这些因素用于创建总生存预测模型。验证队列中低危(风险评分总和:0-3)和高危(风险评分总和:4-7)组的中位总生存时间分别为 14 个月和 4.2 个月(p < 0.001)。用于验证队列的总生存预测模型的时间依赖性 ROC 曲线显示可接受的 AUC 值(6 个月和 1 年时分别为 0.723 和 0.667)。
TACE 似乎对接受 HV 或 IVC 侵犯的 HCC 患者有效。预测模型可能有助于识别最有可能从 TACE 中获益的患者。
为了开发接受 TACE 治疗的 HCC 合并 HV 或 IVC 侵犯患者的风险预测模型,从总生存的多变量 Cox 回归模型中选择了五个因素。
这些因素的组合有助于确定两个预后类别:低危和高危。
预测模型有助于选择该患者群体中最有可能从 TACE 中获益的患者。