Construction and validation of a novel liver function-tumor burden-inflammation-nutrition (LTIN) score for HCC patients underwent hepatectomy.

IF 3.4 2区 医学 Q2 ONCOLOGY BMC Cancer Pub Date : 2025-03-19 DOI:10.1186/s12885-025-13867-w
Yuhao Su, Yuxin Liang, Deyuan Zhong, Hongtao Yan, Qinyan Yang, Jin Shang, Yahui Chen, Xiaolun Huang
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Abstract

Objective: Liver function, tumor burden, inflammation level, and nutritional status are critical factors influencing tumor onset, progression, and metastasis. This study sought to investigate the prognostic significance and clinical relevance of biomarkers associated with these factors to develop a novel liver function-tumor burden-inflammation-nutrition (LTIN) score for patients with hepatocellular carcinoma (HCC) who received hepatectomy.

Methods: A retrospective analysis was conducted on 285 patients with HCC undergoing hepatectomy at two medical centers between July 2019 and July 2023. The patients were divided into a training set (n = 200) and a validation set (n = 85). The study evaluated the prognostic significance of eight relevant clinical indicators and developed an LTIN score using Least Absolute Shrinkage and Selection Operator (LASSO) regression. Kaplan-Meier survival curves and multivariate Cox regression analysis were utilized to determine the prognostic value of the LTIN score. Time-dependent receiver operating characteristic (ROC) analyses were used to compare the predictive performance of various prognostic factors.

Results: The LTIN score, derived from the albumin-bilirubin (ALBI) grade, tumor burden score (TBS), prognostic nutritional index (PNI), and prognostic inflammatory index (PII), effectively classified patients into high- and low-risk groups based on the optimal cut-off value. Patients with low-risk scores exhibited significantly better overall survival (OS) and recurrence-free survival (RFS) than those with high-risk groups in both the training and validation sets (P < 0.001). Furthermore, the LTIN score was identified as a significant independent prognostic factor for both OS (P < 0.001) and RFS (P < 0.001). The LTIN score also exhibited superior prognostic capabilities compared to the other indicators, Tumor-Node-Metastasis (TNM) staging system, and Barcelona Clinic Liver Cancer (BCLC) staging system.

Conclusion: Our findings indicated that the preoperative LTIN score has significant potential as a reliable predictor of OS and RFS for HCC patients underwent radical surgery. The LTIN score could further effectively guide treatment decisions and optimize follow-up strategies to enhance patients prognosis.

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肝切除术后肝癌患者新型肝功能-肿瘤负担-炎症-营养(LTIN)评分的构建与验证
目的:肝功能、肿瘤负荷、炎症水平和营养状况是影响肿瘤发生、进展和转移的关键因素。本研究旨在探讨与这些因素相关的生物标志物的预后意义和临床相关性,为接受肝切除术的肝细胞癌(HCC)患者开发一种新的肝功能-肿瘤负担-炎症-营养(LTIN)评分。方法:对2019年7月至2023年7月在两家医疗中心行肝切除术的285例HCC患者进行回顾性分析。将患者分为训练组(n = 200)和验证组(n = 85)。该研究评估了8项相关临床指标的预后意义,并使用最小绝对收缩和选择算子(LASSO)回归制定了LTIN评分。利用Kaplan-Meier生存曲线和多变量Cox回归分析确定LTIN评分的预后价值。时间依赖的受试者工作特征(ROC)分析用于比较各种预后因素的预测性能。结果:LTIN评分由白蛋白-胆红素(ALBI)分级、肿瘤负荷评分(TBS)、预后营养指数(PNI)和预后炎症指数(PII)得出,根据最佳临界值有效地将患者分为高危组和低危组。在训练组和验证组中,低风险评分患者的总生存期(OS)和无复发生存期(RFS)均明显优于高危组(P)。结论:我们的研究结果表明,术前LTIN评分具有显著的潜力,可作为肝癌根治性手术患者OS和RFS的可靠预测指标。LTIN评分可进一步有效指导治疗决策,优化随访策略,改善患者预后。
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来源期刊
BMC Cancer
BMC Cancer 医学-肿瘤学
CiteScore
6.00
自引率
2.60%
发文量
1204
审稿时长
6.8 months
期刊介绍: BMC Cancer is an open access, peer-reviewed journal that considers articles on all aspects of cancer research, including the pathophysiology, prevention, diagnosis and treatment of cancers. The journal welcomes submissions concerning molecular and cellular biology, genetics, epidemiology, and clinical trials.
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