新型在线计算器预测肝细胞癌患者辅助经动脉化疗栓塞早期复发风险降低

Wei-Yue Chen, Chao Li, Zhi-Peng Liu, Qingnan Kong, Liyang Sun, Y-Y. Zeng, Ying-Jian Liang, Yahao Zhou, Ting-Hao Chen, Zi-Xiang Chen, Ming-Da Wang, Lan-Qing Yao, Wanyee Lau, T. Pawlik, F. Shen, J. Ji, Tian Yang
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引用次数: 0

摘要

辅助经动脉化疗栓塞(TACE)减少术后复发的作用在接受肝切除术的肝细胞癌(HCC)患者中差异很大。缺乏个性化的预测工具来选择哪些患者可能从辅助TACE中受益。本研究旨在开发和验证一个在线计算器,用于评估HCC患者辅助TACE早期复发风险的降低。从一个多机构数据库中,2590名接受HCC治疗目的肝切除术的符合条件的患者被纳入研究,并随机分配到培训和验证队列。在训练队列中确定1年内手术早期复发的独立预测因素,并随后用于构建模型和相应的预测计算器。通过一致性指数(c指数)和校准曲线验证模型的预测性能,并与传统的HCC分期系统进行比较。接受辅助TACE治疗后早期复发风险的降低被用来评估辅助TACE治疗的预期获益。该预测模型综合了与早期复发风险独立相关的8个因素:甲胎蛋白水平、最大肿瘤大小、肿瘤数量、大血管和微血管侵犯、卫星结节、切除边缘和辅助TACE。该模型在训练和验证队列(c指数分别为0.799和0.778)中表现出良好的校准和辨别能力,在整个队列中表现优于四种传统的HCC分期系统(c指数:0.797 vs 0.562-0.673,均p<0.001)。建立了一个在线计算器来估计肝癌切除患者接受辅助TACE后早期复发风险的降低。建议的计算器可用于帮助临床医生和患者决策,以确定哪些切除的HCC患者可以从辅助TACE中显着获益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Novel online calculator to predict reduced risk of early recurrence from adjuvant transarterial chemoembolisation for patients with hepatocellular carcinoma
The role of adjuvant transarterial chemoembolisation (TACE) to reduce postoperative recurrence varies widely among patients undergoing hepatectomy with curative intent for hepatocellular carcinoma (HCC). Personalised predictive tool to select which patients may benefit from adjuvant TACE is lacking. This study aimed to develop and validate an online calculator for estimating the reduced risk of early recurrence from adjuvant TACE for patients with HCC.From a multi-institutional database, 2590 eligible patients undergoing curative-intent hepatectomy for HCC were enrolled, and randomly assigned to the training and validation cohorts. Independent predictors of early recurrence within 1 year of surgery were identified in the training cohort, and subsequently used to construct a model and corresponding prediction calculator. The predictive performance of the model was validated using concordance indexes (C-indexes) and calibration curves, and compared with conventional HCC staging systems. The reduced risk of early recurrence when receiving adjuvant TACE was used to estimate the expected benefit from adjuvant TACE.The prediction model was developed by integrating eight factors that were independently associated with risk of early recurrence: alpha-fetoprotein level, maximum tumour size, tumour number, macrovascular and microvascular invasion, satellite nodules, resection margin and adjuvant TACE. The model demonstrated good calibration and discrimination in the training and validation cohorts (C-indexes: 0.799 and 0.778, respectively), and performed better among the whole cohort than four conventional HCC staging systems (C-indexes: 0.797 vs 0.562–0.673, all p<0.001). An online calculator was built to estimate the reduced risk of early recurrence from adjuvant TACE for patients with resected HCC.The proposed calculator can be adopted to assist decision-making for clinicians and patients to determine which patients with resected HCC can significantly benefit from adjuvant TACE.
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