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在肝细胞癌分期系统中,白蛋白-胆红素分级可作为评估肝功能的一种替代Child-Pugh分级的方法。

Albumin-bilirubin grade as an alternative to Child-Pugh class for evaluating liver function within staging systems for hepatocellular carcinoma.

作者信息

Guan Ming-Cheng, Ding Qian, Zhao Qian, Li Na, Zhang Ren-Xia, Zhang Shi-Yu, Wang Ji, Zhu Hong

机构信息

Department of Medical Oncology, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, 215006, Jiangsu, China.

International Institute of Infection and Immunity, Institutes of Biology and Medical Sciences, Soochow University, Suzhou, Jiangsu, China.

出版信息

Discov Oncol. 2025 Mar 25;16(1):394. doi: 10.1007/s12672-025-02187-x.

Abstract

BACKGROUND

Multiple staging systems for hepatocellular carcinoma (HCC) have been proposed, where Child-Pugh class (CP) is utilized to assess liver function. However, several inherent limitations occur in CP. We investigated whether replacement of CP by model for end-stage liver disease grade (MELD) or albumin-bilirubin grade (ALBI) in currently used HCC staging systems could achieve better prediction performance.

METHODS

568 patients first diagnosed with HCC were retrospectively analyzed. We compared each original and modified systems by calculating their Harrell's concordance index (C-index), Wald χ, and Corrected Akaike information criterion (AICc) as well as plotting decision curves and calibration curves by R version 4.3.1.

RESULTS

The study identified severity of liver dysfunction, malignancy of tumor, and health status of patients as crucial factors of prognosis in HCC. In the entire cohort, replacement of CP by ALBI in staging systems resulted in comparable or even improved prediction performance for HCC prognosis, with higher C-index, higher Wald χ, and lower AICc, while incorporation of MELD in staging systems failed to do so. Similar findings were observed in the subgroups when patients were stratified according to different etiologies (hepatitis B virus infection or cirrhosis) and diverse therapy strategies (curative or non-curative treatments). Notably, ALBI-based Hong Kong Liver Cancer staging system was the optimal prognostic model with superior outcome prediction in different cohorts (the entire cohort: C-index = 0.776; Wald χ = 241.8; AICc = 2469.079).

CONCLUSION

Our study confirms comparable or, in some cases, superior prognostic performance of the ALBI grade to the CP class across specific HCC staging systems. ALBI may serve as a complementary or alternative measure that may enhance prognostic accuracy, conducive to therapeutic decisions of oncologists and to the effective management of HCC patients.

摘要

背景

已提出多种肝细胞癌(HCC)分期系统,其中采用Child-Pugh分级(CP)来评估肝功能。然而,CP存在一些固有局限性。我们研究了在当前使用的HCC分期系统中,用终末期肝病模型评分(MELD)或白蛋白-胆红素分级(ALBI)替代CP是否能实现更好的预测性能。

方法

对568例首次诊断为HCC的患者进行回顾性分析。我们通过计算Harrell一致性指数(C指数)、Wald χ值和校正后的赤池信息准则(AICc)来比较每个原始系统和改良系统,并使用R 4.3.1版本绘制决策曲线和校准曲线。

结果

该研究确定肝功能障碍的严重程度、肿瘤的恶性程度和患者的健康状况是HCC预后的关键因素。在整个队列中,分期系统中用ALBI替代CP对HCC预后的预测性能相当甚至有所提高,C指数更高、Wald χ值更高且AICc更低,而在分期系统中纳入MELD则未能达到这一点。当根据不同病因(乙型肝炎病毒感染或肝硬化)和不同治疗策略(根治性或非根治性治疗)对患者进行分层时,在亚组中也观察到了类似的结果。值得注意的是,基于ALBI的香港肝癌分期系统是最佳的预后模型,在不同队列中具有卓越的预后预测能力(整个队列:C指数 = 0.776;Wald χ值 = 241.8;AICc = 2469.079)。

结论

我们的研究证实,在特定的HCC分期系统中,ALBI分级的预后性能与CP分级相当,在某些情况下甚至更优。ALBI可作为一种补充或替代指标,可能提高预后准确性,有助于肿瘤学家做出治疗决策以及对HCC患者进行有效管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0212/11936848/94b791bb5635/12672_2025_2187_Fig1_HTML.jpg

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