Development and validation of a prognostic model based on the albumin-to-fibrinogen ratio (AFR) and gamma-glutamyl transpeptidase-to-platelet ratio (GPR) in hepatocellular carcinoma patients

被引:12
作者
Zhang, Jinfu [1 ,2 ]
Wang, Tao [1 ,2 ]
Xu, Liangliang [1 ,2 ]
Wang, Peng [1 ,2 ]
Zhang, Ming [1 ,2 ]
Xu, Mingqing [1 ,2 ]
机构
[1] Sichuan Univ, Dept Liver Surg, West China Hosp, Chengdu 610041, Sichuan, Peoples R China
[2] Sichuan Univ, Liver Transplantat Ctr, West China Hosp, Chengdu 610041, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
Hepatocellular carcinoma; Nomogram; Fibrinogen; GGT; Prognosis; INFLAMMATION; SURVIVAL; CANCER; RESECTION; NOMOGRAM; PREDICTS; ALBI;
D O I
10.1016/j.cca.2020.09.038
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
Background: Our study aimed to formulate a nomogram based on the albumin-to-fibrinogen ratio (AFR) and gamma-glutamyl transpeptidase-to-platelet ratio (GPR) to predict the prognosis of hepatocellular carcinoma (HCC) patients after curative hepatic resection. Methods: A total of 825 HCC patients who underwent curative resection from 2008 to 2015 in West China Hospital of Sichuan University were divided into a training (n = 616) and a validation (n = 209) cohort. The AFR-GPR risk stratification was generated and confirmed by multivariate analysis. Nomograms for recurrence-free survival (RFS) and overall survival (OS) were constructed. The concordance indexes (C-index), calibration, and decision curve analysis (DCA) were used to assess the predictive performance and clinical benefits of the nomograms. Results: The AFR-GPR risk stratification was the independent prognostic factor for RFS (p = 0.044) and OS (p = 0.002) in the training cohort and integrated into the construction of nomograms. The C-indexes of RFS and OS in the training and validation cohorts were 0.654 (95%CI: 0.626-0.681)/0.699 (95%CI: 0.654-0.743) and 0.699 (95%CI: 0.668-0.729)/0.736 (95%CI: 0.684-0.787), respectively. Furthermore, the C-indexes of the nomograms were greater than those of other conventional staging systems. Conclusion: Our nomograms based on the AFR-GPR risk stratification presented the more reliable, convenient and accurate prognostic predictions for HCC patients.
引用
收藏
页码:107 / 116
页数:10
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