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基于肝脏储备功能和肿瘤特征的肝癌根治性切除术后列线图模型。

A nomogram integrating hepatic reserve and tumor characteristics for hepatocellular carcinoma following curative liver resection.

机构信息

Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of ZheJiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.

Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of ZheJiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China; Precision Medical Center Laboratory, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.

出版信息

Clin Chim Acta. 2018 Oct;485:187-194. doi: 10.1016/j.cca.2018.06.020. Epub 2018 Jun 15.

Abstract

BACKGROUND

Because of the mutual influence of liver dysfunction and malignancy, overall survival (OS) is a composite clinical endpoint in hepatocellular carcinoma (HCC). We developed a nomogram integrating albumin-bilirubin (ALBI) grade, a new index of hepatic reserve, and tumor characteristics of HCC for predicting OS following curative liver resection.

METHODS

The nomogram was built to estimate the probabilities of 1, 3, and 5-y OS based on training cohort of 709 HCC, which was validated in an international independent dataset. The prognostic value of the nomogram was determined by concordance index (C-index), time-dependent receiver operating characteristics (tdROC), and decision curves, comparing with ALBI grade alone, the Cancer of the Liver Italian Program (CLIP), the Barcelona Clinic Liver Cancer (BCLC), and Okuda staging systems.

RESULTS

Independent factors derived from multivariable Cox analysis of the training cohort to predict OS were tumor grade, microvascular invasion, tumor size and ALBI grade which were assembled into nomogram. The calibration curves for probability of OS showed optimal agreement between nomogram-prediction and actual observation, which was tested in validation cohort. The C-index, tdROC and decision curves showed the nomogram was superior to CLIP, ALBI grade, BCLC and Okuda. The patients could also be stratified into low, intermediate risk, and high risk of the mortality by the normogram in both development and validation cohorts.

CONCLUSIONS

The nomogram integrating hepatic reserve and tumor characteristics provided a highly accurate estimation of OS in patients with HCC after curative liver resection, contributing to assess patient prognosis.

摘要

背景

由于肝功能障碍和恶性肿瘤的相互影响,总生存期(OS)是肝细胞癌(HCC)的综合临床终点。我们开发了一个列线图,将白蛋白-胆红素(ALBI)分级、新的肝储备指数和 HCC 的肿瘤特征整合在一起,用于预测根治性肝切除术后的 OS。

方法

该列线图用于根据 709 例 HCC 的训练队列估计 1、3 和 5 年 OS 的概率,并在国际独立数据集进行验证。通过一致性指数(C-index)、时间依赖性接受者操作特征(tdROC)和决策曲线来确定列线图的预后价值,并与 ALBI 分级、癌症肝脏意大利计划(CLIP)、巴塞罗那临床肝癌(BCLC)和奥田分期系统进行比较。

结果

多变量 Cox 分析从训练队列中得出的独立因素用于预测 OS,这些因素包括肿瘤分级、微血管侵犯、肿瘤大小和 ALBI 分级,这些因素被组装成列线图。OS 概率的校准曲线显示列线图预测与实际观察之间具有最佳一致性,在验证队列中进行了测试。C-index、tdROC 和决策曲线表明,该列线图优于 CLIP、ALBI 分级、BCLC 和奥田。该列线图还可以在开发和验证队列中根据该规范将患者分层为低、中、高危死亡率。

结论

该列线图将肝储备和肿瘤特征相结合,为根治性肝切除术后 HCC 患者提供了 OS 的高度准确估计,有助于评估患者的预后。

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