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HALT-HCC 评分的开发和验证:用于预测肝癌肝移植受者死亡率的回顾性队列分析。

Development and validation of the HALT-HCC score to predict mortality in liver transplant recipients with hepatocellular carcinoma: a retrospective cohort analysis.

机构信息

Cleveland Clinic Lerner College of Medicine, Cleveland Clinic, Cleveland, OH, USA; Department of General Surgery, Digestive Disease Institute, Cleveland Clinic, Cleveland, OH, USA.

Transplantation Institute, University of Chicago Medical Center, Chicago, IL, USA; Pritzker School of Medicine, University of Chicago, Chicago, IL, USA.

出版信息

Lancet Gastroenterol Hepatol. 2017 Aug;2(8):595-603. doi: 10.1016/S2468-1253(17)30106-1. Epub 2017 May 22.

Abstract

BACKGROUND

Tumour morphological criteria for determining the appropriateness of liver transplantation in patients with hepatocellular carcinoma poorly estimate post-transplantation mortality. The aim of this study was to develop and assess the utility of a continuous risk score in predicting overall survival following liver transplantation for hepatocellular carcinoma.

METHODS

We did a retrospective cohort analysis to develop a continuous multivariable risk score for assessment of overall survival following liver transplantation for hepatocellular carcinoma. We used data from 420 patients with hepatocellular carcinoma who underwent liver transplantation between Jan 1, 2002, and Oct 31, 2014, at the Cleveland Clinic Foundation (CCF), Cleveland, OH, USA. The model we developed (Hazard Associated with Liver Transplantation for Hepatocellular Carcinoma; HALT-HCC) assessed the association of the following previously reported variables of interest with overall survival by use of multivariate Cox regression: MELD-sodium (MELD-Na), tumour burden score (TBS), alpha-fetoprotein (AFP), year of transplantation, underlying cause of cirrhosis, neutrophil-lymphocyte ratio, history of locoregional therapy, and Milan criteria status. Once the risk equation was generated, validation and calibration of risk assessment was done with nationwide data for the same time period from the Scientific Registry of Transplant Recipients (SRTR; n=13 717).

FINDINGS

The risk equation was generated as (1·27 × TBS) + (1·85 × lnAFP) + (0·26 × MELD-Na) and the HALT-HCC score ranged from 2·40 to 46·42 in the CCF cohort. In the validation cohort, prognosis worsened with increasing HALT-HCC score (5-year overall survival of 78·7% [95% CI 76·9-80·4] for quartile 1, 74·5% [72·6-76·2] for quartile 2, 71·8% [70·1-73·5] for quartile 3, and 61·5% [59·6-63·3] for quartile 4; p<0·0001). Multivariate Cox modelling showed that HALT-HCC was significantly associated with overall survival (hazard ratio [HR] 1·06 per point, 95% CI 1·05-1·07), even after adjustment for risk factors not related to hepatocellular carcinoma. Assessment of discrimination revealed a C-index of 0·613 (95% CI 0·602-0·623). Calibration coefficients for linear regressions of observed versus predicted mortality were 1·001 (95% CI 0·998-1·007) at 1 year and 0·982 (0·980-0·987) at 2 years after transplantation. Patients within and outside the Milan criteria showed similar risk of death when stratified by HALT-HCC score. Among the 12 754 patients who met the Milan criteria, 2714 were shown to have poor prognosis after transplantation after stratification by HALT-HCC score with a cutoff of 17; conversely, among the 963 patients who did not meet the Milan criteria, 287 had demonstrably good prognosis.

INTERPRETATION

The HALT-HCC score might enable clinicians to accurately assess post-transplantation survival in patients with hepatocellular carcinoma by use of individualised, preoperatively assessed characteristics. However, further studies are needed before adoption.

FUNDING

None.

摘要

背景

肿瘤形态学标准在预测肝细胞癌患者肝移植术后死亡率方面的准确性较差。本研究旨在开发并评估一种连续风险评分在预测肝细胞癌肝移植后总体生存率方面的作用。

方法

我们进行了一项回顾性队列分析,以开发一种连续多变量风险评分,用于评估肝细胞癌肝移植后的总体生存率。我们使用了 2002 年 1 月 1 日至 2014 年 10 月 31 日期间在美国俄亥俄州克利夫兰诊所基金会(CCF)接受肝移植的 420 例肝细胞癌患者的数据。我们开发的模型(与肝移植相关的肝癌风险评分;HALT-HCC)通过使用多变量 Cox 回归评估以下先前报道的与总体生存率相关的变量的相关性:MELD 钠(MELD-Na)、肿瘤负担评分(TBS)、甲胎蛋白(AFP)、移植年份、肝硬化的潜在病因、中性粒细胞-淋巴细胞比值、局部区域治疗史和米兰标准状态。一旦生成风险方程,我们使用科学注册处(SRTR)同期全国范围内的数据(n=13717)对风险评估的验证和校准进行了验证。

结果

风险方程为(1.27×TBS)+(1.85×lnAFP)+(0.26×MELD-Na),在 CCF 队列中,HALT-HCC 评分范围为 2.40 至 46.42。在验证队列中,随着 HALT-HCC 评分的升高,预后恶化(四分位 1 的 5 年总体生存率为 78.7%[95%CI 76.9-80.4],四分位 2 为 74.5%[72.6-76.2],四分位 3 为 71.8%[70.1-73.5],四分位 4 为 61.5%[59.6-63.3];p<0.0001)。多变量 Cox 模型显示,HALT-HCC 与总体生存率显著相关(每点 HR 为 1.06,95%CI 1.05-1.07),即使在调整了与肝细胞癌无关的危险因素后也是如此。对区分度的评估显示,C 指数为 0.613(95%CI 0.602-0.623)。线性回归观察与预测死亡率的校准系数在移植后 1 年为 1.001(95%CI 0.998-1.007),2 年为 0.982(95%CI 0.980-0.987)。按照 HALT-HCC 评分分层,米兰标准内和米兰标准外的患者死亡风险相似。在符合米兰标准的 12754 例患者中,根据 HALT-HCC 评分分层后,有 2714 例患者在移植后预后不良,截断值为 17;相反,在不符合米兰标准的 963 例患者中,有 287 例患者预后明显良好。

解释

HALT-HCC 评分可能使临床医生能够使用术前评估的个体特征准确评估肝细胞癌患者移植后的生存率。然而,在采用之前还需要进一步的研究。

资金

无。

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