Wang Jiping, Im Yunju, Wang Rong, Ma Shuangge
Department of Biostatistics, Yale School of Public Health, New Haven, CT 06510, USA.
Department of Biostatistics, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA.
Life (Basel). 2024 May 22;14(6):661. doi: 10.3390/life14060661.
Partial hepatectomy and ablation therapy are two widely used surgical procedures for localized early-stage hepatocellular carcinoma (HCC) patients. This article aimed to evaluate their relative effectiveness in terms of overall survival. An emulation analysis approach was first developed based on the Bayesian technique. We estimated propensity scores via Bayesian logistic regression and adopted a weighted Bayesian Weibull accelerated failure time (AFT) model incorporating prior information contained in the published literature. With the Surveillance, Epidemiology, and End Results (SEER)-Medicare data, an emulated target trial with rigorously defined inclusion/exclusion criteria and treatment regimens for early-stage HCC patients over 66 years old was developed. For the main cohort with tumor size less than or equal to 5 cm, a total of 1146 patients were enrolled in the emulated trial, with 301 and 845 in the partial hepatectomy and ablation arms, respectively. The analysis suggested ablation to be significantly associated with inferior overall survival (hazard ratio [HR] = 1.35; 95% credible interval [CrI]: 1.14, 1.60). For the subgroup with tumor size less than or equal to 3 cm, there was no significant difference in overall survival between the two arms (HR = 1.15; 95% CrI: 0.88, 1.52). Overall, the comparative treatment effect of ablation and partial hepatectomy on survival remains inconclusive. This finding may provide further insight into HCC clinical treatment.
肝部分切除术和消融治疗是针对局限性早期肝细胞癌(HCC)患者广泛使用的两种外科手术。本文旨在评估它们在总生存期方面的相对有效性。首先基于贝叶斯技术开发了一种模拟分析方法。我们通过贝叶斯逻辑回归估计倾向得分,并采用了一个加权贝叶斯威布尔加速失效时间(AFT)模型,该模型纳入了已发表文献中包含的先验信息。利用监测、流行病学和最终结果(SEER)-医疗保险数据,针对66岁以上的早期HCC患者开发了一个具有严格定义的纳入/排除标准和治疗方案的模拟目标试验。对于肿瘤大小小于或等于5 cm的主要队列,共有1146例患者纳入模拟试验,其中肝部分切除术组和消融组分别有301例和845例。分析表明,消融与较差的总生存期显著相关(风险比[HR]=1.35;95%可信区间[CrI]:1.14,1.60)。对于肿瘤大小小于或等于3 cm的亚组,两组的总生存期无显著差异(HR=1.15;95% CrI:0.88,1.52)。总体而言,消融和肝部分切除术对生存的比较治疗效果仍无定论。这一发现可能为HCC临床治疗提供进一步的见解。