Development and Validation of a Prediction Model for Hepatitis B Virus-Related Hepatocellular Carcinoma Patients Receiving Postoperative Adjuvant Transarterial Chemoembolization

被引:2
|
作者
Tu, Xinyue [1 ]
Zhang, Jie [2 ]
Li, Minjun [1 ]
Lu, Fei [2 ,3 ]
Wang, Ting [3 ]
Gong, Wenfeng [2 ]
Xiang, Bangde [2 ]
机构
[1] Guangxi Med Univ, Canc Hosp, Nanning 530021, Peoples R China
[2] Guangxi Med Univ, Canc Hosp, Dept Hepatobiliary Surg, 71 Hedi Rd, Nanning 530021, Peoples R China
[3] Guangxi Med Univ, Canc Hosp, Dept Radiotherapy, Nanning 530021, Peoples R China
基金
中国国家自然科学基金;
关键词
hepatocellular carcinoma; transarterial chemoembolization; hepatitis B virus; nomogram; prognostic model; TRANSCATHETER ARTERIAL CHEMOEMBOLIZATION; CURATIVE RESECTION; IMPROVES OUTCOMES; SURVIVAL; PROGRESSION; RECURRENCE; PROGNOSIS; RISK;
D O I
10.2147/JHC.S422565
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Hepatocellular carcinoma (HCC) patients who are at significant risk of tumor recurrence and mortality can benefit from postoperative adjuvant transarterial chemoembolization (PA-TACE). However, the benefits of PA-TACE remain unclear. Herein, we aimed to develop a model for predicting the prognosis of HBV-related patients who undergo PA-TACE and endeavored to guide individualized clinical treatment.Methods: We included 432 HBV-related patients who underwent PA-TACE after curative resection were included. The dataset was divided into a training set (n=216) and an internal validation set (n=216). For identifying independent risk factors, the least absolute shrinkage and selection operator and univariate and multivariate Cox analyses were performed. We derived a prognostic model from the training set that was internally validated. The concordance index (C-index), receiver operating characteristic (ROC) curve, calibration curve, and risk stratification were used to evaluate the performance of the nomogram.Results: Patients undergoing PA-TACE had significantly longer overall survival (OS) than those who did not undergo PA-TACE. Age, albumin levels, macrovascular invasion, tumor size, and, stages of Barcelona Clinic Liver Cancer were identified as independent risk variables and concluded into the nomogram to predict the OS of HBV-related patients who received PA-TACE. The nomogram's C-index values OS were 0.710 and 0.652 in the training and internal validation sets, respectively. Both time-dependent AUC and the calibration curve showed good discrimination and model fitness. The risk score -0.12 was kept as the cut-off value that would accurately divide patients into high-risk and low-risk groups; furthermore, the Kaplan-Meier curve showed a high discriminative ability of the model.Conclusion: We developed a predictive model. comprising a formula and nomogram to predict the OS and provide risk stratification for HBV-related patients undergoing PA-TACE, which could contribute to suitable treatment options for this patient population.
引用
收藏
页码:1881 / 1895
页数:15
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