Qiao Wenying, Wang Qi, Mei Tingting, Wang Qi, Wang Wen, Zhang Yonghong
Interventional Therapy Center for Oncology, Beijing You 'an Hospital, Capital Medical University, Beijing, China.
Center for Infectious Diseases, Beijing You 'an Hospital, Capital Medical University, Beijing, China.
Front Surg. 2023 Mar 3;10:1045213. doi: 10.3389/fsurg.2023.1045213. eCollection 2023.
Currently, locoregional therapies, such as transarterial chemoembolization (TACE) and ablation, play an important role in the treatment of Hepatocellular carcinoma (HCC). However, an easy-to-use scoring system that predicts recurrence to guide individualized management of HCC with varying risks of recurrence remains an unmet need.
A total of 483 eligible HCC patients treated by TACE combined with ablation from January 1, 2017, to December 31, 2019, were included in the temporal external validation cohort and then used to explore possibilities for refinement of the original scoring system. We investigated the prognostic value of baseline variables on recurrence-free survival (RFS) using a Cox model and developed the easily applicable YA score. The performances of the original scoring system and YA score were assessed according to discrimination (area under the receiver operating curve [AUROC] and Harrell's concordance index [C-statistic]), calibration (calibration curves), and clinical utility [decision curve analysis (DCA) curves]. Finally, improvement in the ability to predict in the different scoring systems was assessed using the Net Reclassification Index (NRI). The YA score was lastly compared with other prognostic scores.
During the median follow-up period of 35.6 months, 292 patients experienced recurrence. In the validation cohort, the original scoring system exhibited high discrimination (C-statistic: 0.695) and calibration for predicting the prognosis in HCC. To improve the prediction performance, the independent predictors of RFS, including gender, alpha-fetoprotein (AFP) and des--carboxyprothrombin (DCP), tumor number, tumor size, albumin-to-prealbumin ratio (APR), and fibrinogen, were incorporated into the YA score, an improved score. Compared to the original scoring system, the YA score has better discrimination (c-statistic: 0.712VS0.695), with outstanding calibration and the clinical net benefit, both in the training and validation cohorts. Moreover, the YA score accurately stratified patients with HCC into low-, intermediate- and high-risk groups of recurrence and mortality and outperformed other prognostic scores.
YA score is associated with recurrence and survival in early- and middle-stage HCC patients receiving local treatment. Such score would be valuable in guiding the monitoring of follow-up and the design of adjuvant treatment trials, providing highly informative data for clinical management decisions.
目前,局部区域治疗,如经动脉化疗栓塞术(TACE)和消融术,在肝细胞癌(HCC)的治疗中发挥着重要作用。然而,一种易于使用的评分系统,用于预测复发以指导对具有不同复发风险的HCC进行个体化管理,这一需求仍未得到满足。
共有483例符合条件的HCC患者,于2017年1月1日至2019年12月31日接受了TACE联合消融治疗,被纳入时间外部验证队列,随后用于探索改进原评分系统的可能性。我们使用Cox模型研究基线变量对无复发生存期(RFS)的预后价值,并开发了易于应用的YA评分。根据区分度(受试者操作特征曲线下面积[AUROC]和Harrell一致性指数[C统计量])、校准(校准曲线)和临床实用性[决策曲线分析(DCA)曲线]评估原评分系统和YA评分的性能。最后,使用净重新分类指数(NRI)评估不同评分系统预测能力的改善情况。最后将YA评分与其他预后评分进行比较。
在35.6个月的中位随访期内,292例患者出现复发。在验证队列中,原评分系统在预测HCC预后方面表现出较高的区分度(C统计量:0.695)和校准度。为了提高预测性能,将RFS的独立预测因素,包括性别、甲胎蛋白(AFP)和去γ羧基凝血酶原(DCP)、肿瘤数量、肿瘤大小、白蛋白与前白蛋白比值(APR)和纤维蛋白原,纳入了改进后的YA评分。与原评分系统相比,YA评分具有更好的区分度(C统计量:0.712对0.695),在训练队列和验证队列中均具有出色的校准度和临床净效益。此外,YA评分能准确地将HCC患者分层为低、中、高复发和死亡风险组,并且优于其他预后评分。
YA评分与接受局部治疗的早中期HCC患者的复发和生存相关。这样的评分在指导随访监测和辅助治疗试验设计方面将具有价值,为临床管理决策提供高度信息性的数据。