Prognostic importance of the Scottish inflammatory prognostic score in patients with hepatocellular carcinoma after hepatectomy: a retrospective cohort study

被引:2
作者
Shen, Shuang [1 ,2 ]
Qiu, Xin [1 ,3 ]
Yang, Chenglei [1 ]
Li, Jindu [1 ]
Peng, Yi [1 ]
Wen, Zhaochan [4 ]
Luo, Huili [5 ]
Xiang, Bangde [1 ,2 ]
机构
[1] Guangxi Med Univ, Canc Hosp, Dept Hepatobiliary Surg, Nanning 530021, Peoples R China
[2] Minist Educ, Key Lab Early Prevent & Treatment Reg High Frequen, Nanning 530021, Peoples R China
[3] Guangxi Med Univ, Affiliated Hosp 1, Dept Gastroenterol, Nanning 530021, Peoples R China
[4] Guangxi Med Univ, Oncol Sch, Nanning 530021, Peoples R China
[5] Guangxi Med Univ, Coll Basic Med, Nanning 530199, Peoples R China
基金
中国国家自然科学基金;
关键词
Hepatocellular carcinoma; Scottish inflammatory prognostic score (SIPS); Prognostic biomarkers; Hepatectomy; Propensity score matching (PSM); Machine learning; SELECTION; ALBUMIN;
D O I
10.1186/s12885-024-13174-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundThe Scottish Inflammatory Prognostic Score (SIPS), an innovative scoring system, has emerged as a promising biomarker for predicting patient outcomes following cancer therapy. This study aimed to evaluate the value of SIPS as a prognostic indicator following hepatectomy in patients with hepatocellular carcinoma (HCC). MethodsThis retrospective study included 693 HCC patients who underwent hepatectomy. Survival outcomes were compared between propensity score-matched groups. Independent prognostic factors were identified through Cox regression analysis. Additionally, both traditional Cox proportional hazards models and machine learning models based on the SIPS were developed and validated. ResultsA total of 693 HCC patients who underwent hepatectomy were included, with 102 in the high SIPS group and 591 in the low SIPS group. Following propensity score matching (1:3 ratio), both groups achieved balance, with 82 patients in the high SIPS group and 240 patients in the low SIPS group. The low SIPS group demonstrated significantly superior recurrence-free survival (RFS) (25 months vs. 21 months; P < 0.001) and overall survival (OS) (69 months vs. 58 months; P < 0.001) compared to the high SIPS group. Multivariable analysis identified SIPS as an independent adverse factor affecting both RFS and OS. The calibration curve for overall patient survival diagnosis displayed excellent predictive accuracy. Traditional COX prognostic models and machine learning models incorporating SIPS demonstrated excellent performance both the training and validation set. ConclusionThis study confirms the prognostic significance of SIPS in post-hepatectomy HCC patients, providing a practical tool for risk stratification and clinical decision-making. Further research and validation are needed to consolidate its role in prognostic assessment.
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页数:11
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