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Preoperative Prediction for Early Recurrence Can Be as Accurate as Postoperative Assessment in Single Hepatocellular Carcinoma Patients

机译:对早期复发的术前预测可以是单一肝细胞癌患者术后评估的准确性

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Objective To evaluate the performance of predicting early recurrence using preoperative factors only in comparison with using both pre-/postoperative factors. Materials and Methods We retrospectively reviewed 549 patients who had undergone curative resection for single hepatcellular carcinoma (HCC) within Milan criteria. Multivariable analysis was performed to identify pre-/postoperative high-risk factors of early recurrence after hepatic resection for HCC. Two prediction models for early HCC recurrence determined by stepwise variable selection methods based on Akaike information criterion were built, either based on preoperative factors alone or both pre-/postoperative factors. Area under the curve (AUC) for each receiver operating characteristic curve of the two models was calculated, and the two curves were compared for non-inferiority testing. The predictive models of early HCC recurrence were internally validated by bootstrap resampling method. Results Multivariable analysis on preoperative factors alone identified aspartate aminotransferase/platelet ratio index (OR, 1.632; 95% CI, 1.056–2.522; p = 0.027), tumor size (OR, 1.025; 95% CI, 0.002–1.049; p = 0.031), arterial rim enhancement of the tumor (OR, 2.350; 95% CI, 1.297–4.260; p = 0.005), and presence of nonhypervascular hepatobiliary hypointense nodules (OR, 1.983; 95% CI, 1.049–3.750; p = 0.035) on gadoxetic acid-enhanced magnetic resonance imaging as significant factors. After adding postoperative histopathologic factors, presence of microvascular invasion (OR, 1.868; 95% CI, 1.155–3.022; p = 0.011) became an additional significant factor, while tumor size became insignificant ( p = 0.119). Comparison of the AUCs of the two models showed that the prediction model built on preoperative factors alone was not inferior to that including both pre-/postoperative factors {AUC for preoperative factors only, 0.673 (95% confidence interval [CI], 0.623–0.723) vs. AUC after adding postoperative factors, 0.691 (95% CI, 0.639–0.744); p = 0.0013}. Bootstrap resampling method showed that both the models were valid. Conclusion Risk stratification solely based on preoperative imaging and laboratory factors was not inferior to that based on postoperative histopathologic risk factors in predicting early recurrence after curative resection in within Milan criteria single HCC patients.
机译:目的仅评估使用术前因子预测早期复发的性能,仅与使用预先/术后因素相比。材料和方法我们回顾性地审查了549名在米兰标准中经历了单肝癌(HCC)治疗疗法切除的患者。进行多变量分析以鉴定HCC肝切除后早期复发的预/术后高危因素。由基于Akaike信息标准的逐步可变选择方法确定的早期HCC复发的两种预测模型是基于单独的术前因子或术前因子或术后预期的因素。计算用于两个模型的每个接收器操作特性曲线的曲线(AUC)的区域,并将两条曲线进行比较,以进行非劣效测试。早期HCC再次复发的预测模型是通过引导重采样方法内部验证的。结果术前因子的多变量分析鉴定天冬氨酸氨基转移酶/血小板比指数(或1.632; 95%CI,1.056-2.522; P = 0.027),肿瘤大小(或1.025; 95%CI,0.002-1.049; P = 0.031 ),肿瘤的动脉rim增强(或2.350; 95%CI,1.297-4.260; p = 0.005),以及非血管肝胆碱缺血结节(或1.983; 95%CI,1.049-3.750; P = 0.035)在乙酰基酸 - 增强磁共振成像作为重要因素。在添加术后组织病理因子后,微血管侵袭的存在(或1.868; 95%CI,1.155-3.022; P = 0.011)成为额外的重要因素,而肿瘤大小变得微不足道(P = 0.119)。两种模型的AUC的比较表明,仅在术前因子上构建的预测模型不逊于包括预先/术后因素{仅适用于术前因子,0.673(95%置信区间[CI],0.623-0.723 )加入术后因素后,对0.691(95%CI,0.639-0.744); p = 0.0013}。 Bootstrap重采样方法显示,两个模型都有效。结论仅基于术前成像和实验室因素的风险分层不如基于术后组织病理学危险因素,以预测米兰标准单一HCC患者疗法切除术后早期复发的危险因素。

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