Department of Medical Ultrasound, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, P.R. China.
Department of Interventional Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, P.R. China.
Int J Hyperthermia. 2023;40(1):2256498. doi: 10.1080/02656736.2023.2256498. Epub 2023 Sep 21.
The aim of this study was to develop prognostic scores, including the tumor burden score (TBS) and albumin-bilirubin (ALBI) grade, for evaluating the outcomes of hepatocellular carcinoma (HCC) patients after radiofrequency ablation (RFA).
This retrospective study enrolled treatment-naïve HCC patients with BCLC 0-A who underwent RFA between January 2009 and December 2019. Regular follow-up was conducted after RFA to determine progression-free survival (PFS) and overall survival (OS). The patients were randomly allocated to the training or validation datasets in a 1:1 ratio. Preoperative prognostic scores were developed based on the results of multivariate analysis. The discriminatory ability of the scores was assessed using time-dependent AUC and compared with other models.
Serum alpha-fetoprotein (AFP) level and TBS were identified as independent prognostic factors for PFS, while serum AFP, TBS, and ALBI were identified as independent prognostic factors for OS in HCC patients after RFA. The time-dependent AUCs of the AFP-TBS score for the 1-, 3-, and 5-year PFS were 0.651, 0.667, and 0.620, respectively, in the training set, and 0.657, 0.687, and 0.704, respectively, in the validation set. For the 1-, 3-, and 5-year OS, the time-dependent AUCs were 0.680, 0.712, and 0.666, respectively, in the training set, and 0.712, 0.706 and 0.726 in the validation set for the AFP-TBS-ALBI score (ATA). The C-indices and AIC demonstrated that the scores provided better clinical benefits compared to other models.
The ATA/AT score, derived from clinical and objective laboratory variables, can assist in individually predicting the prognosis of HCC patients undergoing curative RFA.
本研究旨在建立预后评分模型,包括肿瘤负荷评分(TBS)和白蛋白-胆红素(ALBI)分级,以评估经射频消融(RFA)治疗的肝细胞癌(HCC)患者的预后。
本回顾性研究纳入了 2009 年 1 月至 2019 年 12 月期间接受 RFA 治疗且巴塞罗那临床肝癌分期(BCLC)为 0-A 期的初治 HCC 患者。RFA 后定期进行随访以确定无进展生存期(PFS)和总生存期(OS)。患者按 1:1 的比例随机分配到训练集或验证集中。基于多变量分析的结果,建立术前预后评分。采用时间依赖性 AUC 评估评分的区分能力,并与其他模型进行比较。
血清甲胎蛋白(AFP)水平和 TBS 是影响 RFA 后 HCC 患者 PFS 的独立预后因素,而血清 AFP、TBS 和 ALBI 是影响 OS 的独立预后因素。在训练集中,AFP-TBS 评分对 1、3 和 5 年 PFS 的时间依赖性 AUC 分别为 0.651、0.667 和 0.620,在验证集中分别为 0.657、0.687 和 0.704。对于 1、3 和 5 年 OS,在训练集中,AFP-TBS-ALBI(ATA)评分的时间依赖性 AUC 分别为 0.680、0.712 和 0.666,在验证集中分别为 0.712、0.706 和 0.726。C 指数和 AIC 表明,与其他模型相比,这些评分能提供更好的临床获益。
ATA/AT 评分由临床和客观实验室变量组成,可用于预测接受根治性 RFA 治疗的 HCC 患者的个体预后。