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Comparison of twelve liver functional reserve models for outcome prediction in patients with hepatocellular carcinoma undergoing surgical resection

机译:十二种肝功能储备模型预测手术切除肝细胞癌患者预后的比较

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Various noninvasive liver functional reserve models have been proposed, but their prognostic ability in patients with hepatocellular carcinoma (HCC) is unclear. We aimed to investigate the performance of twelve noninvasive liver reserve models in HCC patients undergoing surgical resection. A total of 645 patients undergoing resection were prospectively identified and retrospectively analyzed. Tumor recurrence, overall survival, and independent prognostic factors were evaluated by the Cox proportional hazards model. Of the twelve models, the King’s score showed the highest homogeneity and lowest corrected Akaike information criterion (AICc) value, suggesting a better predictive ability for tumor recurrence. In multivariate Cox analysis, we confirmed that King’s score, tumor size and serum alpha-fetoprotein level were independent predictors associated with recurrence. In survival prediction, albumin-bilirubin (ALBI) revealed the highest homogeneity and lowest value among twelve invasive models, indicating a better prognostic performance. In the Cox model, ALBI grade, tumor burden, alpha-fetoprotein, vascular invasion, diabetes mellitus and performance status were independent predictors linked with overall survival. In summary, the currently used liver function models have differential predictive ability for HCC patients undergoing surgical resection. The King’s score is a feasible tool to predict tumor recurrence, whereas ALBI grade is a more robust model for prognostic prediction.
机译:已经提出了多种非侵入性肝功能储备模型,但是它们在肝细胞癌(HCC)患者中的预后能力尚不清楚。我们旨在研究十二种无创肝储备模型在接受手术切除的HCC患者中的表现。前瞻性鉴定和回顾性分析了总共645例接受切除的患者。通过Cox比例风险模型评估了肿瘤的复发,总生存率和独立的预后因素。在这十二种模型中,King的得分显示出最高的同质性和最低的校正后的Akaike信息标准(AICc)值,表明其对肿瘤复发的预测能力更好。在多因素Cox分析中,我们确认了King评分,肿瘤大小和血清甲胎蛋白水平是与复发相关的独立预测因子。在存活预测中,白蛋白-胆红素(ALBI)在十二种浸润性模型中显示出最高的均一性和最低的值,表明其预后更好。在Cox模型中,ALBI分级,肿瘤负荷,甲胎蛋白,血管浸润,糖尿病和行为状态是与总体生存率相关的独立预测因子。总之,目前使用的肝功能模型对接受手术切除的HCC患者具有不同的预测能力。 King的评分是预测肿瘤复发的可行工具,而ALBI评分是预测预后的更可靠模型。

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