Interventional Therapy Center for Oncology, Beijing You'an Hospital, Capital Medical University, Beijing, China.
Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, China.
Front Immunol. 2024 May 10;15:1369988. doi: 10.3389/fimmu.2024.1369988. eCollection 2024.
This study conducts a retrospective analysis on patients with BCLC stage A/B hepatocellular carcinoma (HCC) accompanied by Child-Pugh B cirrhosis, who underwent transarterial chemoembolization (TACE) in combination with local ablation therapy. Our goal was to uncover risk factors contributing to post-treatment recurrence and to develop and validate an innovative 1-, 3-, and 5-year recurrence free survival (RFS) nomogram.
Data from 255 BCLC A/B HCC patients with Child-Pugh B cirrhosis treated at Beijing You'an Hospital (January 2014 - January 2020) were analyzed using random survival forest (RSF), LASSO regression, and multivariate Cox regression to identify independent risk factors for RFS. The prognostic nomogram was then constructed and validated, categorizing patients into low, intermediate, and high-risk groups, with RFS assessed using Kaplan-Meier curves.
The nomogram, integrating the albumin/globulin ratio, gender, tumor number, and size, showcased robust predictive performance. Harrell's concordance index (C-index) values for the training and validation cohorts were 0.744 (95% CI: 0.703-0.785) and 0.724 (95% CI: 0.644-0.804), respectively. The area under the curve (AUC) values for 1-, 3-, and 5-year RFS in the two cohorts were also promising. Calibration curves highlighted the nomogram's reliability and decision curve analysis (DCA) confirmed its practical clinical benefits. Through meticulous patient stratification, we also revealed the nomogram's efficacy in distinguishing varying recurrence risks.
This study advances recurrence prediction in BCLC A/B HCC patients with Child-Pugh B cirrhosis following TACE combined with ablation. The established nomogram accurately predicts 1-, 3-, and 5-year RFS, facilitating timely identification of high-risk populations.
本研究对 BCLC 分期 A/B 伴有 Child-Pugh B 级肝硬化的肝细胞癌(HCC)患者进行回顾性分析,这些患者接受了经动脉化疗栓塞(TACE)联合局部消融治疗。我们的目标是揭示导致治疗后复发的风险因素,并开发和验证一种创新的 1 年、3 年和 5 年无复发生存(RFS)列线图。
对 2014 年 1 月至 2020 年 1 月在北京佑安医院接受治疗的 255 例 BCLC A/B 期 HCC 伴 Child-Pugh B 级肝硬化患者的数据进行随机生存森林(RSF)、LASSO 回归和多变量 Cox 回归分析,以确定 RFS 的独立风险因素。然后构建并验证了预测列线图,将患者分为低危、中危和高危组,通过 Kaplan-Meier 曲线评估 RFS。
该列线图整合了白蛋白/球蛋白比值、性别、肿瘤数量和大小,具有良好的预测性能。训练和验证队列的 Harrell 一致性指数(C 指数)值分别为 0.744(95%CI:0.703-0.785)和 0.724(95%CI:0.644-0.804)。两个队列的 1 年、3 年和 5 年 RFS 的曲线下面积(AUC)值也很有前景。校准曲线突出了列线图的可靠性,决策曲线分析(DCA)证实了其实用的临床效益。通过对患者进行细致的分层,我们还揭示了列线图在区分不同复发风险方面的效果。
本研究提高了 TACE 联合消融治疗后 BCLC A/B 期 HCC 伴 Child-Pugh B 级肝硬化患者的复发预测能力。建立的列线图能够准确预测 1 年、3 年和 5 年 RFS,有助于及时识别高危人群。