Cheng Sihang, Yu Xiang, Liu Siyun, Jin Zhengyu, Xue Huadan, Wang Zhiwei, Xie Ping
Department of Radiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, People's Republic of China.
Department of Radiology, Sichuan Provincial People's Hospital, Sichuan Academy of Medical Sciences, Chengdu, People's Republic of China.
Cancer Manag Res. 2021 Dec 24;13:9367-9377. doi: 10.2147/CMAR.S341672. eCollection 2021.
To develop and validate a prognostic nomogram in eastern patients with hepatitis B virus (HBV)-associated hepatocellular carcinoma (HCC) and portal vein tumor thrombus (PVTT) receiving trans-arterial chemoembolization with drug-eluting beads (DEB-TACE).
This retrospective study included 200 patients with training cohort (n = 118) from institution 1 and test cohort (n = 82) from institution 2. All these patients received first-line DEB-TACE between October 2016 and October 2018. Multivariate Cox proportional hazard regression analysis was performed on the training cohort to reveal the independent prognostic factors, and then prognostic nomograms were developed. In order to evaluate the performance of the nomogram comprehensively in both the training and test cohorts, C-index, Kaplan-Meier curve with Log rank test, receiver operating characteristic curve (ROC), calibration plot, and decision curve analysis (DCA) were performed.
Tumor number, serum γ-glutamyl transferase (GGT) level, and level of PVTT were independent risk factors of prognosis. A nomogram was constructed to predict 6-, 12- and 18-month overall survival (OS) based on these identified prognostic factors. C-indexes of the nomogram were 0.88 (95% confidence interval [CI], 0.79-0.97) in the training cohort and 0.87 (95% CI, 0.75-0.99) in the test cohort. The Kaplan-Meier curve analysis showed that the nomogram was able to separate patients into low- and high-risk subgroups. ROC curves for the nomogram at 6-, 12- and 18-month showed satisfied discrimination, with an AUC of 0.765, 0.803 and 0.809 in the training cohort, respectively, and 0.772, 0.724 and 0.746 in the test cohort, respectively. The calibration curve demonstrated good agreement between predicted and actual survival rates in the training and test cohorts. The decision curve showed good performance of the nomogram in terms of clinical application.
We developed and validated a nomogram that was accurate and clinically useful in eastern patients with HBV-associated HCC with PVTT who underwent DEB-TACE.
开发并验证一种预后列线图,用于接受载药微球经动脉化疗栓塞术(DEB-TACE)的东方乙型肝炎病毒(HBV)相关肝细胞癌(HCC)合并门静脉癌栓(PVTT)患者。
这项回顾性研究纳入了来自机构1的118例患者作为训练队列,以及来自机构2的82例患者作为测试队列。所有这些患者在2016年10月至2018年10月期间接受了一线DEB-TACE治疗。对训练队列进行多因素Cox比例风险回归分析以揭示独立预后因素,然后开发预后列线图。为了全面评估列线图在训练队列和测试队列中的性能,进行了C指数、带对数秩检验的Kaplan-Meier曲线、受试者工作特征曲线(ROC)、校准图和决策曲线分析(DCA)。
肿瘤数目、血清γ-谷氨酰转移酶(GGT)水平和PVTT分级是预后的独立危险因素。基于这些确定的预后因素构建了一个列线图,用于预测6个月、12个月和18个月的总生存期(OS)。训练队列中列线图的C指数为0.88(95%置信区间[CI],0.79 - 0.97),测试队列中为0.87(95%CI,0.75 - 0.99)。Kaplan-Meier曲线分析表明,列线图能够将患者分为低风险和高风险亚组。列线图在6个月、12个月和18个月时的ROC曲线显示出满意的区分度,训练队列中的曲线下面积(AUC)分别为0.765、0.803和0.809,测试队列中分别为0.772、0.724和0.746。校准曲线表明训练队列和测试队列中预测生存率与实际生存率之间具有良好的一致性。决策曲线显示列线图在临床应用方面表现良好。
我们开发并验证了一种列线图,该列线图对于接受DEB-TACE治疗的东方HBV相关HCC合并PVTT患者准确且具有临床实用性。