Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
Department of Radiology, Hacettepe University, Ankara, Turkey.
Br J Cancer. 2022 Feb;126(2):211-218. doi: 10.1038/s41416-021-01577-6. Epub 2021 Oct 22.
To investigate the prognostic value of baseline imaging features for overall survival (OS) and liver decompensation (LD) in patients with hepatocellular carcinoma (HCC).
Patients with advanced HCC from the SORAMIC trial were evaluated in this post hoc analysis. Several radiological imaging features were collected from baseline computed tomography (CT) and magnetic resonance imaging (MRI) imaging, besides clinical values. The prognostic value of these features for OS and LD (grade 2 bilirubin increase) was quantified with univariate Cox proportional hazard models and multivariate Least Absolute Shrinkage and Selection Operator (LASSO) regression.
Three hundred and seventy-six patients were included in this study. The treatment arm was not correlated with OS. LASSO showed satellite lesions, atypical HCC, peritumoral arterial enhancement, larger tumour size, higher albumin-bilirubin (ALBI) score, liver-spleen ratio <1.5, ascites, pleural effusion and higher bilirubin values were predictors of worse OS, and higher relative liver enhancement, smooth margin and capsule were associated with better OS. LASSO analysis for LD showed satellite lesions, peritumoral hypointensity in hepatobiliary phase, high ALBI score, higher bilirubin values and ascites were predictors of LD, while randomisation to sorafenib arm was associated with lower LD.
Imaging features showing aggressive tumour biology and poor liver function, in addition to clinical parameters, can serve as imaging biomarkers for OS and LD in patients receiving sorafenib and selective internal radiation therapy for HCC.
研究基线影像学特征对肝细胞癌(HCC)患者总生存(OS)和肝功能失代偿(LD)的预后价值。
本研究对 SORAMIC 试验中的晚期 HCC 患者进行了事后分析。除了临床指标外,还从基线计算机断层扫描(CT)和磁共振成像(MRI)中收集了几种影像学特征。使用单因素 Cox 比例风险模型和多因素最小绝对收缩和选择算子(LASSO)回归来量化这些特征对 OS 和 LD(胆红素升高 2 级)的预后价值。
本研究共纳入 376 例患者。治疗组与 OS 无相关性。LASSO 显示卫星病变、非典型 HCC、肿瘤周围动脉增强、肿瘤较大、白蛋白-胆红素(ALBI)评分较高、肝脾比值<1.5、腹水、胸腔积液和胆红素值较高是 OS 较差的预测因素,而相对肝增强、边缘光滑和包膜与 OS 较好相关。LD 的 LASSO 分析显示卫星病变、肝胆期肿瘤周围低信号、ALBI 评分较高、胆红素值较高和腹水是 LD 的预测因素,而索拉非尼组的随机分组与较低的 LD 相关。
显示侵袭性肿瘤生物学和肝功能不良的影像学特征,以及临床参数,可作为接受索拉非尼和选择性内放射治疗 HCC 的患者 OS 和 LD 的影像学生物标志物。