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

IF 2.9 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Discover. Oncology Pub Date : 2025-03-25 DOI:10.1007/s12672-025-02187-x
Ming-Cheng Guan, Qian Ding, Qian Zhao, Na Li, Ren-Xia Zhang, Shi-Yu Zhang, Ji Wang, Hong Zhu
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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 χ2, 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 χ2, 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 χ2 = 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.

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白蛋白-胆红素分级作为Child-Pugh分级中评估肝细胞癌分期系统中肝功能的替代方法。
背景:肝细胞癌(HCC)的多重分期系统已被提出,其中Child-Pugh分级(CP)用于评估肝功能。然而,CP存在一些固有的局限性。我们研究了在目前使用的HCC分期系统中,用终末期肝病分级(MELD)或白蛋白-胆红素分级(ALBI)模型替代CP是否能获得更好的预测效果。方法:回顾性分析568例首次确诊HCC患者的资料。通过计算Harrell’s concordance index (C-index)、Wald χ2和Corrected Akaike information criterion (AICc),并利用R version 4.3.1绘制决策曲线和校准曲线,对原始系统和修改后的系统进行比较。结果:肝功能障碍严重程度、肿瘤恶性程度和患者健康状况是影响HCC预后的关键因素。在整个队列中,在分期系统中用ALBI替代CP对HCC预后的预测效果相当甚至更好,具有更高的c指数、更高的Wald χ2和更低的AICc,而在分期系统中采用MELD则没有这样的效果。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(治愈或非治愈治疗)对患者进行分层时,在亚组中也观察到类似的结果。值得注意的是,以albi为基础的香港肝癌分期系统是最佳预后模型,不同队列的预后预测均优于香港肝癌分期系统(整个队列:C-index = 0.776;Wald χ2 = 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分级与CP分级的预后表现相当,或者在某些情况下优于CP分级。ALBI可作为一种补充或替代措施,可提高预后准确性,有利于肿瘤学家的治疗决策和对HCC患者的有效管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
期刊最新文献
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